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    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
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    name: non_blocking
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  category_override: ''
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  device_guard: true
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  matches_jit_signature: true
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cast_Byte
  operator_name: _cast_Byte
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
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    name: non_blocking
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cast_Char
  operator_name: _cast_Char
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cast_Char(Tensor self, bool non_blocking=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: non_blocking
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cast_Double
  operator_name: _cast_Double
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cast_Double(Tensor self, bool non_blocking=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: non_blocking
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cast_Float
  operator_name: _cast_Float
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cast_Float(Tensor self, bool non_blocking=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: non_blocking
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cast_Int
  operator_name: _cast_Int
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cast_Int(Tensor self, bool non_blocking=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: non_blocking
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cast_Long
  operator_name: _cast_Long
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cast_Long(Tensor self, bool non_blocking=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: non_blocking
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cast_Short
  operator_name: _cast_Short
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cast_Short(Tensor self, bool non_blocking=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: non_blocking
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cast_Half
  operator_name: _cast_Half
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cast_Half(Tensor self, bool non_blocking=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: gradient
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keep_graph
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: create_graph
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: true
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: backward
  operator_name: backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns: []
  schema_string: aten::backward(Tensor self, Tensor? gradient=None, bool keep_graph=False, bool create_graph=False) -> ()
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: new_data
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: true
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: set_data
  operator_name: set_data
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns: []
  schema_string: aten::set_data(Tensor(a!) self, Tensor new_data) -> ()
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: true
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: data
  operator_name: data
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::data(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: true
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: is_leaf
  operator_name: is_leaf
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::is_leaf(Tensor self) -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: true
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: output_nr
  operator_name: output_nr
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::output_nr(Tensor self) -> int
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: true
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: _version
  operator_name: _version
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::_version(Tensor self) -> int
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: _requires_grad
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: true
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: requires_grad_
  operator_name: requires_grad_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::requires_grad_(Tensor(a!) self, bool _requires_grad=True) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: true
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: retain_grad
  operator_name: retain_grad
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns: []
  schema_string: aten::retain_grad(Tensor(a!) self) -> ()
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: true
    name: names
    type: c10::optional<DimnameList>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: rename_
  operator_name: rename_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::rename_(Tensor(a!) self, Dimname[]? names) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: true
    name: names
    type: c10::optional<DimnameList>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: rename
  operator_name: rename
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rename(Tensor(a) self, Dimname[]? names) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: names
    type: DimnameList
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: align_to
  operator_name: align_to
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: order
    type: DimnameList
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: ellipsis_idx
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: align_to
  operator_name: align_to
  overload_name: ellipsis_idx
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::align_to.ellipsis_idx(Tensor(a) self, Dimname[] order, int ellipsis_idx) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: align_as
  operator_name: align_as
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::align_as(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: tensors
    type: TensorList
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: align_tensors
  operator_name: align_tensors
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: TensorList
    name: result
    type: std::vector<Tensor>
  schema_string: aten::align_tensors(Tensor[] tensors) -> Tensor[]
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: names
    type: DimnameList
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: refine_names
  operator_name: refine_names
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::refine_names(Tensor(a) self, Dimname[] names) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: sizes
    type: IntArrayRef
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: names
    type: DimnameList
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: unflatten
  operator_name: unflatten
  overload_name: Dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::unflatten.Dimname(Tensor self, Dimname dim, int[] sizes, Dimname[] names) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: sizes
    type: IntArrayRef
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: names
    type: DimnameList
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: unflatten
  operator_name: unflatten
  overload_name: int
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::unflatten.int(Tensor self, int dim, int[] sizes, Dimname[] names) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: log_probs
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: targets
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_lengths
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: target_lengths
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: blank
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _use_cudnn_ctc_loss
  operator_name: _use_cudnn_ctc_loss
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::_use_cudnn_ctc_loss(Tensor log_probs, Tensor targets, int[] input_lengths, int[] target_lengths, int blank) -> bool
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: log_probs
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: targets
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_lengths
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: target_lengths
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: blank
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: zero_infinity
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cudnn_ctc_loss
  operator_name: _cudnn_ctc_loss
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_cudnn_ctc_loss(Tensor log_probs, Tensor targets, int[] input_lengths, int[] target_lengths, int blank, bool deterministic, bool zero_infinity) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments: []
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _use_cudnn_rnn_flatten_weight
  operator_name: _use_cudnn_rnn_flatten_weight
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::_use_cudnn_rnn_flatten_weight() -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: weight_arr
    type: TensorList
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: weight_stride0
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: input_size
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: mode
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: hidden_size
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: batch_first
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cudnn_rnn_flatten_weight
  operator_name: _cudnn_rnn_flatten_weight
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cudnn_rnn_flatten_weight(Tensor[] weight_arr, int weight_stride0, int input_size, int mode, int hidden_size, int num_layers, bool batch_first, bool bidirectional) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: weight
    type: TensorList
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: weight_stride0
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight_buf
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: cx
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: mode
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: hidden_size
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: batch_first
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: batch_sizes
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: dropout_state
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cudnn_rnn
  operator_name: _cudnn_rnn
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  - dynamic_type: Tensor
    name: result3
    type: Tensor
  - dynamic_type: Tensor
    name: result4
    type: Tensor
  schema_string: aten::_cudnn_rnn(Tensor input, Tensor[] weight, int weight_stride0, Tensor? weight_buf, Tensor hx, Tensor? cx, int mode, int hidden_size, int num_layers, bool batch_first, float dropout, bool train, bool bidirectional, int[] batch_sizes, Tensor? dropout_state) -> (Tensor, Tensor, Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: weight
    type: TensorList
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: weight_stride0
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight_buf
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: cx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: grad_hy
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: grad_cy
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: mode
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: hidden_size
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: batch_first
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: batch_sizes
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: dropout_state
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: reserve
    type: const Tensor &
  - annotation: null
    dynamic_type: std::array<bool,4>
    is_nullable: false
    name: output_mask
    type: std::array<bool,4>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cudnn_rnn_backward
  operator_name: _cudnn_rnn_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  - dynamic_type: TensorList
    name: result3
    type: std::vector<Tensor>
  schema_string: aten::_cudnn_rnn_backward(Tensor input, Tensor[] weight, int weight_stride0, Tensor weight_buf, Tensor hx, Tensor? cx, Tensor output, Tensor? grad_output, Tensor? grad_hy, Tensor? grad_cy, int mode, int hidden_size, int num_layers, bool batch_first, float dropout, bool train, bool bidirectional, int[] batch_sizes, Tensor? dropout_state, Tensor reserve, bool[4] output_mask) -> (Tensor, Tensor, Tensor, Tensor[])
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dropout_seed
    type: int64_t
  - annotation: null
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cudnn_init_dropout_state
  operator_name: _cudnn_init_dropout_state
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cudnn_init_dropout_state(float dropout, bool train, int dropout_seed, *, ScalarType dtype, Layout layout, Device device, bool pin_memory=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _debug_has_internal_overlap
  operator_name: _debug_has_internal_overlap
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::_debug_has_internal_overlap(Tensor self) -> int
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _fused_dropout
  operator_name: _fused_dropout
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_fused_dropout(Tensor self, float p, Generator? generator=None) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mask
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: scale
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _masked_scale
  operator_name: _masked_scale
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_masked_scale(Tensor self, Tensor mask, float scale) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: quasi
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: n
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: sobolstate
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dimension
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_generated
    type: int64_t
  - annotation: null
    dynamic_type: ScalarType
    is_nullable: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sobol_engine_draw
  operator_name: _sobol_engine_draw
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_sobol_engine_draw(Tensor quasi, int n, Tensor sobolstate, int dimension, int num_generated, ScalarType? dtype) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: n
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: sobolstate
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dimension
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_generated
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sobol_engine_ff_
  operator_name: _sobol_engine_ff_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::_sobol_engine_ff_(Tensor(a!) self, int n, Tensor sobolstate, int dimension, int num_generated) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: ltm
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dimension
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sobol_engine_scramble_
  operator_name: _sobol_engine_scramble_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::_sobol_engine_scramble_(Tensor(a!) self, Tensor ltm, int dimension) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dimension
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sobol_engine_initialize_state_
  operator_name: _sobol_engine_initialize_state_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::_sobol_engine_initialize_state_(Tensor(a!) self, int dimension) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: shape
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _reshape_from_tensor
  operator_name: _reshape_from_tensor
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_reshape_from_tensor(Tensor self, Tensor shape) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _shape_as_tensor
  operator_name: _shape_as_tensor
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_shape_as_tensor(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: dropout
  operator_name: dropout
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::dropout(Tensor input, float p, bool train) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: dropout_
  operator_name: dropout_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::dropout_(Tensor(a!) self, float p, bool train) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: feature_dropout
  operator_name: feature_dropout
  overload_name: ''
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    type: Tensor &
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    type: Tensor
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    type: Tensor &
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    type: Tensor &
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    type: Tensor
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    type: Tensor &
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    name: out
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    name: out
    type: Tensor &
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    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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  python_module: ''
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    type: Tensor
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    annotation: a!
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  - annotation: null
    dynamic_type: Tensor
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  python_module: ''
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    type: Tensor &
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    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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  name: real
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    type: Tensor
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    name: out
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    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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    name: out
    type: Tensor &
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    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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  python_module: ''
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    name: result
    type: Tensor
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    name: out
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  - annotation: null
    dynamic_type: Tensor
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    name: self
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  mode: native
  name: imag_out
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    name: out
    type: Tensor &
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    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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  method_prefix_derived: ''
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  overload_name: ''
  python_module: ''
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    name: result
    type: Tensor
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    name: out
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  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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  name: conj_out
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    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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  matches_jit_signature: true
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  operator_name: acos
  overload_name: ''
  python_module: ''
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    name: result
    type: Tensor
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    name: self
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  method_of:
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  method_prefix_derived: ''
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  name: acos_
  operator_name: acos_
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  python_module: ''
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  - dynamic_type: Tensor
    name: self
    type: Tensor &
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    annotation: a!
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    name: out
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    name: self
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    type: Tensor &
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    name: self
    type: const Tensor &
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    type: IntArrayRef
  - annotation: null
    default: '{}'
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    name: stride
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    default: 0
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  matches_jit_signature: true
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  method_prefix_derived: ''
  mode: native
  name: avg_pool1d
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  overload_name: ''
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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    dynamic_type: Tensor
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    name: self
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    name: output_size
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  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: adaptive_avg_pool1d
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  python_module: ''
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  - dynamic_type: Tensor
    name: result
    type: Tensor
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  - annotation: null
    dynamic_type: Tensor
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    name: self
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  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: adaptive_max_pool1d
  operator_name: adaptive_max_pool1d
  overload_name: ''
  python_module: ''
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    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
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    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: other
    type: const Tensor &
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  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: add
  operator_name: add
  overload_name: Tensor
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
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  - annotation: a!
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    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: other
    type: const Tensor &
  - annotation: null
    default: 1
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    is_nullable: false
    kwarg_only: true
    name: alpha
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  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: add_
  operator_name: add_
  overload_name: Tensor
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
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    annotation: a!
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    name: out
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  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  - annotation: null
    default: 1
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    is_nullable: false
    kwarg_only: true
    name: alpha
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  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: add_out
  operator_name: add
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  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::add.out(Tensor self, Tensor other, *, Scalar alpha=1, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
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  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: add
  operator_name: add
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::add.Scalar(Tensor self, Scalar other, Scalar alpha=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: add_
  operator_name: add_
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::add_.Scalar(Tensor(a!) self, Scalar other, Scalar alpha=1) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: addmv
  operator_name: addmv
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::addmv(Tensor self, Tensor mat, Tensor vec, *, Scalar beta=1, Scalar alpha=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: addmv_
  operator_name: addmv_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::addmv_(Tensor(a!) self, Tensor mat, Tensor vec, *, Scalar beta=1, Scalar alpha=1) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: addmv_out
  operator_name: addmv
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::addmv.out(Tensor self, Tensor mat, Tensor vec, *, Scalar beta=1, Scalar alpha=1, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: addr
  operator_name: addr
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::addr(Tensor self, Tensor vec1, Tensor vec2, *, Scalar beta=1, Scalar alpha=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: addr_
  operator_name: addr_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::addr_(Tensor(a!) self, Tensor vec1, Tensor vec2, *, Scalar beta=1, Scalar alpha=1) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: addr_out
  operator_name: addr
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::addr.out(Tensor self, Tensor vec1, Tensor vec2, *, Scalar beta=1, Scalar alpha=1, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: theta
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: affine_grid_generator
  operator_name: affine_grid_generator
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::affine_grid_generator(Tensor theta, int[] size, bool align_corners) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: affine_grid_generator_backward
  operator_name: affine_grid_generator_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::affine_grid_generator_backward(Tensor grad, int[] size, bool align_corners) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: all
  operator_name: all
  overload_name: dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::all.dim(Tensor self, int dim, bool keepdim=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: all_out
  operator_name: all
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::all.out(Tensor self, int dim, bool keepdim=False, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: all
  operator_name: all
  overload_name: dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::all.dimname(Tensor self, Dimname dim, bool keepdim=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: all_out
  operator_name: all
  overload_name: dimname_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::all.dimname_out(Tensor self, Dimname dim, bool keepdim=False, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  - annotation: null
    default: 1.0e-05
    dynamic_type: double
    is_nullable: false
    name: rtol
    type: double
  - annotation: null
    default: 1.0e-08
    dynamic_type: double
    is_nullable: false
    name: atol
    type: double
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: equal_nan
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: allclose
  operator_name: allclose
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::allclose(Tensor self, Tensor other, float rtol=1e-05, float atol=1e-08, bool equal_nan=False) -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: any
  operator_name: any
  overload_name: dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::any.dim(Tensor self, int dim, bool keepdim=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: any_out
  operator_name: any
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::any.out(Tensor self, int dim, bool keepdim=False, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: any
  operator_name: any
  overload_name: dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::any.dimname(Tensor self, Dimname dim, bool keepdim=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: any_out
  operator_name: any
  overload_name: dimname_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::any.dimname_out(Tensor self, Dimname dim, bool keepdim=False, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: end
    type: Scalar
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: arange
  operator_name: arange
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::arange(Scalar end, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: start
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: end
    type: Scalar
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: arange
  operator_name: arange
  overload_name: start
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::arange.start(Scalar start, Scalar end, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: start
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: end
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: step
    type: Scalar
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: arange
  operator_name: arange
  overload_name: start_step
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::arange.start_step(Scalar start, Scalar end, Scalar step, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: end
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: arange_out
  operator_name: arange
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::arange.out(Scalar end, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: start
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: end
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    name: step
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: arange_out
  operator_name: arange
  overload_name: start_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::arange.start_out(Scalar start, Scalar end, Scalar step=1, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: like
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _dim_arange
  operator_name: _dim_arange
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_dim_arange(Tensor like, int dim) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: c10::nullopt
    dynamic_type: int64_t
    is_nullable: true
    name: dim
    type: c10::optional<int64_t>
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: argmax
  operator_name: argmax
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::argmax(Tensor self, int? dim=None, bool keepdim=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: c10::nullopt
    dynamic_type: int64_t
    is_nullable: true
    name: dim
    type: c10::optional<int64_t>
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: argmin
  operator_name: argmin
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::argmin(Tensor self, int? dim=None, bool keepdim=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: int64_t
    is_nullable: true
    name: storage_offset
    type: c10::optional<int64_t>
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: as_strided
  operator_name: as_strided
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::as_strided(Tensor(a) self, int[] size, int[] stride, int? storage_offset=None) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: int64_t
    is_nullable: true
    name: storage_offset
    type: c10::optional<int64_t>
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: as_strided_
  operator_name: as_strided_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::as_strided_(Tensor(a!) self, int[] size, int[] stride, int? storage_offset=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: asin
  operator_name: asin
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::asin(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: asin_
  operator_name: asin_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::asin_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: asin_out
  operator_name: asin
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::asin.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: atan
  operator_name: atan
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::atan(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: atan_
  operator_name: atan_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::atan_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: atan_out
  operator_name: atan
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::atan.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: baddbmm
  operator_name: baddbmm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::baddbmm(Tensor self, Tensor batch1, Tensor batch2, *, Scalar beta=1, Scalar alpha=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: baddbmm_
  operator_name: baddbmm_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::baddbmm_(Tensor(a!) self, Tensor batch1, Tensor batch2, *, Scalar beta=1, Scalar alpha=1) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _baddbmm_mkl_
  operator_name: _baddbmm_mkl_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::_baddbmm_mkl_(Tensor(a!) self, Tensor batch1, Tensor batch2, *, Scalar beta=1, Scalar alpha=1) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: baddbmm_out
  operator_name: baddbmm
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::baddbmm.out(Tensor self, Tensor batch1, Tensor batch2, *, Scalar beta=1, Scalar alpha=1, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: window_length
    type: int64_t
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: bartlett_window
  operator_name: bartlett_window
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::bartlett_window(int window_length, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: window_length
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: periodic
    type: bool
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: bartlett_window
  operator_name: bartlett_window
  overload_name: periodic
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::bartlett_window.periodic(int window_length, bool periodic, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_var
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: training
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: momentum
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: cudnn_enabled
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: batch_norm
  operator_name: batch_norm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::batch_norm(Tensor input, Tensor? weight, Tensor? bias, Tensor? running_mean, Tensor? running_var, bool training, float momentum, float eps, bool cudnn_enabled) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: var
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: output_scale
    type: double
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: output_zero_point
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: quantized_batch_norm
  operator_name: quantized_batch_norm
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::quantized_batch_norm(Tensor input, Tensor? weight, Tensor? bias, Tensor mean, Tensor var, float eps, float output_scale, int output_zero_point) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_var
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: training
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: momentum
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: cudnn_enabled
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _batch_norm_impl_index
  operator_name: _batch_norm_impl_index
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  - dynamic_type: Tensor
    name: result3
    type: Tensor
  - dynamic_type: int64_t
    name: result4
    type: int64_t
  schema_string: aten::_batch_norm_impl_index(Tensor input, Tensor? weight, Tensor? bias, Tensor? running_mean, Tensor? running_var, bool training, float momentum, float eps, bool cudnn_enabled) -> (Tensor, Tensor, Tensor, Tensor, int)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: impl_index
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_var
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: save_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: save_var_transform
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  - annotation: null
    dynamic_type: std::array<bool,3>
    is_nullable: false
    name: output_mask
    type: std::array<bool,3>
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: reservedSpace
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _batch_norm_impl_index_backward
  operator_name: _batch_norm_impl_index_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::_batch_norm_impl_index_backward(int impl_index, Tensor input, Tensor grad_output, Tensor? weight, Tensor? running_mean, Tensor? running_var, Tensor? save_mean, Tensor? save_var_transform, bool train, float eps, bool[3] output_mask, Tensor reservedSpace) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: bernoulli
  operator_name: bernoulli
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::bernoulli(Tensor self, *, Generator? generator=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: bernoulli_out
  operator_name: bernoulli
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::bernoulli.out(Tensor self, *, Generator? generator=None, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: p
    type: const Tensor &
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: bernoulli_
  operator_name: bernoulli_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::bernoulli_.Tensor(Tensor(a!) self, Tensor p, *, Generator? generator=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    default: 0.5
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: bernoulli_
  operator_name: bernoulli_
  overload_name: float
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::bernoulli_.float(Tensor(a!) self, float p=0.5, *, Generator? generator=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: bernoulli
  operator_name: bernoulli
  overload_name: p
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::bernoulli.p(Tensor self, float p, *, Generator? generator=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input2
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: bilinear
  operator_name: bilinear
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::bilinear(Tensor input1, Tensor input2, Tensor weight, Tensor? bias) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: target
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    default: at::Reduction::Mean
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: binary_cross_entropy
  operator_name: binary_cross_entropy
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::binary_cross_entropy(Tensor self, Tensor target, Tensor? weight=None, int reduction=Mean) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: target
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    default: at::Reduction::Mean
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: binary_cross_entropy_out
  operator_name: binary_cross_entropy
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::binary_cross_entropy.out(Tensor self, Tensor target, Tensor? weight=None, int reduction=Mean, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: target
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    default: at::Reduction::Mean
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: binary_cross_entropy_backward
  operator_name: binary_cross_entropy_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::binary_cross_entropy_backward(Tensor grad_output, Tensor self, Tensor target, Tensor? weight=None, int reduction=Mean) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: target
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    default: at::Reduction::Mean
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: binary_cross_entropy_backward_out
  operator_name: binary_cross_entropy_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::binary_cross_entropy_backward.grad_input(Tensor grad_output, Tensor self, Tensor target, Tensor? weight=None, int reduction=Mean, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: target
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: pos_weight
    type: const Tensor &
  - annotation: null
    default: at::Reduction::Mean
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: binary_cross_entropy_with_logits
  operator_name: binary_cross_entropy_with_logits
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::binary_cross_entropy_with_logits(Tensor self, Tensor target, Tensor? weight=None, Tensor? pos_weight=None, int reduction=Mean) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: target
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: pos_weight
    type: const Tensor &
  - annotation: null
    default: at::Reduction::Mean
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: binary_cross_entropy_with_logits_backward
  operator_name: binary_cross_entropy_with_logits_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::binary_cross_entropy_with_logits_backward(Tensor grad_output, Tensor self, Tensor target, Tensor? weight=None, Tensor? pos_weight=None, int reduction=Mean) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: weights
    type: const Tensor &
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: minlength
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: bincount
  operator_name: bincount
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::bincount(Tensor self, Tensor? weights=None, int minlength=0) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: bitwise_not
  operator_name: bitwise_not
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::bitwise_not(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
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    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  method_prefix_derived: ''
  mode: native
  name: bitwise_not_
  operator_name: bitwise_not_
  overload_name: ''
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::bitwise_not_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
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    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
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  manual_kernel_registration: false
  matches_jit_signature: true
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: bitwise_not_out
  operator_name: bitwise_not
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::bitwise_not.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: logical_not
  operator_name: logical_not
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::logical_not(Tensor self) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: logical_not_
  operator_name: logical_not_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::logical_not_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: logical_not_out
  operator_name: logical_not
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::logical_not.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: logical_xor
  operator_name: logical_xor
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::logical_xor(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: logical_xor_
  operator_name: logical_xor_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::logical_xor_(Tensor(a!) self, Tensor other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: logical_xor_out
  operator_name: logical_xor
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::logical_xor.out(Tensor self, Tensor other, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: logical_and
  operator_name: logical_and
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::logical_and(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: logical_and_
  operator_name: logical_and_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::logical_and_(Tensor(a!) self, Tensor other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: logical_and_out
  operator_name: logical_and
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::logical_and.out(Tensor self, Tensor other, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: logical_or
  operator_name: logical_or
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::logical_or(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: logical_or_
  operator_name: logical_or_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::logical_or_(Tensor(a!) self, Tensor other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: logical_or_out
  operator_name: logical_or
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: window_length
    type: int64_t
  - annotation: null
    default: '{}'
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    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: blackman_window
  operator_name: blackman_window
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: window_length
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: periodic
    type: bool
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: blackman_window
  operator_name: blackman_window
  overload_name: periodic
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat2
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: bmm
  operator_name: bmm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat2
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: bmm_out
  operator_name: bmm
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: tensors
    type: TensorList
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: broadcast_tensors
  operator_name: broadcast_tensors
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: TensorList
    name: result
    type: std::vector<Tensor>
  schema_string: aten::broadcast_tensors(Tensor[] tensors) -> Tensor[]
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: tensors
    type: TensorList
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cat
  operator_name: cat
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cat(Tensor[] tensors, int dim=0) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: tensors
    type: TensorList
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cat_out
  operator_name: cat
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::cat.out(Tensor[] tensors, int dim=0, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: tensors
    type: TensorList
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cat
  operator_name: cat
  overload_name: names
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cat.names(Tensor[] tensors, Dimname dim) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: tensors
    type: TensorList
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cat_out
  operator_name: cat
  overload_name: names_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::cat.names_out(Tensor[] tensors, Dimname dim, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: ceil
  operator_name: ceil
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::ceil(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: ceil_
  operator_name: ceil_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::ceil_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: ceil_out
  operator_name: ceil
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: matrices
    type: TensorList
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  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: chain_matmul
  operator_name: chain_matmul
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::chain_matmul(Tensor[] matrices) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: chunks
    type: int64_t
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: chunk
  operator_name: chunk
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: TensorList
    name: result
    type: std::vector<Tensor>
  schema_string: aten::chunk(Tensor(a) self, int chunks, int dim=0) -> Tensor(a)[]
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: c10::nullopt
    dynamic_type: Scalar
    is_nullable: true
    name: min
    type: c10::optional<Scalar>
  - annotation: null
    default: c10::nullopt
    dynamic_type: Scalar
    is_nullable: true
    name: max
    type: c10::optional<Scalar>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: clamp
  operator_name: clamp
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::clamp(Tensor self, Scalar? min=None, Scalar? max=None) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    default: c10::nullopt
    dynamic_type: Scalar
    is_nullable: true
    name: min
    type: c10::optional<Scalar>
  - annotation: null
    default: c10::nullopt
    dynamic_type: Scalar
    is_nullable: true
    name: max
    type: c10::optional<Scalar>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: clamp_
  operator_name: clamp_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::clamp_(Tensor(a!) self, Scalar? min=None, Scalar? max=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: c10::nullopt
    dynamic_type: Scalar
    is_nullable: true
    name: min
    type: c10::optional<Scalar>
  - annotation: null
    default: c10::nullopt
    dynamic_type: Scalar
    is_nullable: true
    name: max
    type: c10::optional<Scalar>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: clamp_out
  operator_name: clamp
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::clamp.out(Tensor self, Scalar? min=None, Scalar? max=None, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: max
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: clamp_max
  operator_name: clamp_max
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::clamp_max(Tensor self, Scalar max) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: max
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: clamp_max_
  operator_name: clamp_max_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::clamp_max_(Tensor(a!) self, Scalar max) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: max
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: clamp_max_out
  operator_name: clamp_max
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::clamp_max.out(Tensor self, Scalar max, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: min
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: clamp_min
  operator_name: clamp_min
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::clamp_min(Tensor self, Scalar min) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: min
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: clamp_min_
  operator_name: clamp_min_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::clamp_min_(Tensor(a!) self, Scalar min) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: min
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: clamp_min_out
  operator_name: clamp_min
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::clamp_min.out(Tensor self, Scalar min, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cudnn_is_acceptable
  operator_name: cudnn_is_acceptable
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::cudnn_is_acceptable(Tensor self) -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: pad
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: Scalar
    is_nullable: false
    name: value
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: constant_pad_nd
  operator_name: constant_pad_nd
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::constant_pad_nd(Tensor self, int[] pad, Scalar value=0) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: MemoryFormat::Contiguous
    dynamic_type: MemoryFormat
    is_nullable: false
    kwarg_only: true
    name: memory_format
    type: MemoryFormat
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: contiguous
  operator_name: contiguous
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::contiguous(Tensor self, *, MemoryFormat memory_format=contiguous_format) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: transposed
    type: bool
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: convolution
  operator_name: convolution
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::convolution(Tensor input, Tensor weight, Tensor? bias, int[] stride, int[] padding, int[] dilation, bool transposed, int[] output_padding, int groups) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: transposed
    type: bool
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: convolution_overrideable
  operator_name: convolution_overrideable
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::convolution_overrideable(Tensor input, Tensor weight, Tensor? bias, int[] stride, int[] padding, int[] dilation, bool transposed, int[] output_padding, int groups) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: transposed
    type: bool
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: std::array<bool,3>
    is_nullable: false
    name: output_mask
    type: std::array<bool,3>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: convolution_backward_overrideable
  operator_name: convolution_backward_overrideable
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: grad_input
    name: grad_input
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_weight
    name: grad_weight
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_bias
    name: grad_bias
    type: Tensor
  schema_string: aten::convolution_backward_overrideable(Tensor grad_output, Tensor input, Tensor weight, int[] stride, int[] padding, int[] dilation, bool transposed, int[] output_padding, int groups, bool[3] output_mask) -> (Tensor grad_input, Tensor grad_weight, Tensor grad_bias)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: transposed
    type: bool
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: cudnn_enabled
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _convolution
  operator_name: _convolution
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_convolution(Tensor input, Tensor weight, Tensor? bias, int[] stride, int[] padding, int[] dilation, bool transposed, int[] output_padding, int groups, bool benchmark, bool deterministic, bool cudnn_enabled) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: transposed
    type: bool
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _convolution_nogroup
  operator_name: _convolution_nogroup
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_convolution_nogroup(Tensor input, Tensor weight, Tensor? bias, int[] stride, int[] padding, int[] dilation, bool transposed, int[] output_padding) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: ggI
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: ggW
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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  - annotation: null
    dynamic_type: Tensor
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    name: gO
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  - annotation: null
    dynamic_type: Tensor
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    type: const Tensor &
  - annotation: null
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  - annotation: null
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  - annotation: null
    dynamic_type: IntArrayRef
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    name: dilation
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  - annotation: null
    dynamic_type: bool
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    name: transposed
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  - annotation: null
    dynamic_type: IntArrayRef
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    name: output_padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
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    name: groups
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  - annotation: null
    dynamic_type: bool
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    name: benchmark
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  - annotation: null
    dynamic_type: bool
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    name: deterministic
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: cudnn_enabled
    type: bool
  - annotation: null
    dynamic_type: std::array<bool,3>
    is_nullable: false
    name: output_mask
    type: std::array<bool,3>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
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  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _convolution_double_backward
  operator_name: _convolution_double_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::_convolution_double_backward(Tensor? ggI, Tensor? ggW, Tensor? ggb, Tensor gO, Tensor weight, Tensor self, int[] stride, int[] padding, int[] dilation, bool transposed, int[] output_padding, int groups, bool benchmark, bool deterministic, bool cudnn_enabled, bool[3] output_mask) -> (Tensor, Tensor, Tensor)
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- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: weight
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  - annotation: null
    default: '{}'
    dynamic_type: Tensor
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    name: bias
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  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
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    name: stride
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    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
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    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
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    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  category_override: ''
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  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: conv1d
  operator_name: conv1d
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::conv1d(Tensor input, Tensor weight, Tensor? bias=None, int[1] stride=1, int[1] padding=0, int[1] dilation=1, int groups=1) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
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  - annotation: null
    dynamic_type: Tensor
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    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: weight
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
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    name: bias
    type: const Tensor &
  - annotation: null
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    name: stride
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    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
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    name: padding
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    type: IntArrayRef
  - annotation: null
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    name: dilation
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    type: IntArrayRef
  - annotation: null
    default: 1
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    name: groups
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  device_guard: true
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  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: conv2d
  operator_name: conv2d
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: weight
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  - annotation: null
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    dynamic_type: Tensor
    is_nullable: true
    name: bias
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  - annotation: null
    default: 1
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    name: stride
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    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
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    name: padding
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    type: IntArrayRef
  - annotation: null
    default: 1
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    name: dilation
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    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: int64_t
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    name: groups
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  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: conv3d
  operator_name: conv3d
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: bias
    type: const Tensor &
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: pad
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: conv_tbc
  operator_name: conv_tbc
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: pad
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: conv_tbc_backward
  operator_name: conv_tbc_backward
  overload_name: ''
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
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    name: stride
    size: 1
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 1
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
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    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: int64_t
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    name: groups
    type: int64_t
  - annotation: null
    default: 1
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    name: dilation
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    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: conv_transpose1d
  operator_name: conv_transpose1d
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::conv_transpose1d(Tensor input, Tensor weight, Tensor? bias=None, int[1] stride=1, int[1] padding=0, int[1] output_padding=0, int groups=1, int[1] dilation=1) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: conv_transpose2d
  operator_name: conv_transpose2d
  overload_name: input
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::conv_transpose2d.input(Tensor input, Tensor weight, Tensor? bias=None, int[2] stride=1, int[2] padding=0, int[2] output_padding=0, int groups=1, int[2] dilation=1) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
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    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
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    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: conv_transpose3d
  operator_name: conv_transpose3d
  overload_name: input
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::conv_transpose3d.input(Tensor input, Tensor weight, Tensor? bias=None, int[3] stride=1, int[3] padding=0, int[3] output_padding=0, int groups=1, int[3] dilation=1) -> Tensor
  use_c10_dispatcher: unboxed_only
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  arguments:
  - annotation: a!
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    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: src
    type: const Tensor &
  - annotation: null
    default: false
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    is_nullable: false
    name: non_blocking
    type: bool
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: true
  is_factory_method: null
  manual_kernel_registration: true
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: copy_
  operator_name: copy_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::copy_(Tensor(a!) self, Tensor src, bool non_blocking=False) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: dst
    type: const Tensor &
  - annotation: null
    default: false
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    is_nullable: false
    name: non_blocking
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: _copy_from
  operator_name: _copy_from
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_copy_from(Tensor self, Tensor dst, bool non_blocking=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cos
  operator_name: cos
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cos(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
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  method_prefix_derived: ''
  mode: native
  name: cos_
  operator_name: cos_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::cos_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: cos_out
  operator_name: cos
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::cos.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
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  method_prefix_derived: ''
  mode: native
  name: cosh
  operator_name: cosh
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cosh(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
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  method_prefix_derived: ''
  mode: native
  name: cosh_
  operator_name: cosh_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::cosh_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cosh_out
  operator_name: cosh
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::cosh.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input2
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: target
    type: const Tensor &
  - annotation: null
    default: 0.0
    dynamic_type: double
    is_nullable: false
    name: margin
    type: double
  - annotation: null
    default: at::Reduction::Mean
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cosine_embedding_loss
  operator_name: cosine_embedding_loss
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cosine_embedding_loss(Tensor input1, Tensor input2, Tensor target, float margin=0.0, int reduction=Mean) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: theta
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: N
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: C
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: H
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: W
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cudnn_affine_grid_generator
  operator_name: cudnn_affine_grid_generator
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: grid
    name: grid_return
    type: Tensor
  schema_string: aten::cudnn_affine_grid_generator(Tensor theta, int N, int C, int H, int W) -> Tensor grid
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: N
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: C
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: H
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: W
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cudnn_affine_grid_generator_backward
  operator_name: cudnn_affine_grid_generator_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: grad_theta
    name: grad_theta
    type: Tensor
  schema_string: aten::cudnn_affine_grid_generator_backward(Tensor grad, int N, int C, int H, int W) -> Tensor grad_theta
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_var
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: training
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: exponential_average_factor
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: epsilon
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cudnn_batch_norm
  operator_name: cudnn_batch_norm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  - dynamic_type: Tensor
    name: result3
    type: Tensor
  schema_string: aten::cudnn_batch_norm(Tensor input, Tensor weight, Tensor? bias, Tensor? running_mean, Tensor? running_var, bool training, float exponential_average_factor, float epsilon) -> (Tensor, Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_var
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: save_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: save_var
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: epsilon
    type: double
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: reserveSpace
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cudnn_batch_norm_backward
  operator_name: cudnn_batch_norm_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::cudnn_batch_norm_backward(Tensor input, Tensor grad_output, Tensor weight, Tensor? running_mean, Tensor? running_var, Tensor? save_mean, Tensor? save_var, float epsilon, Tensor reserveSpace) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cudnn_convolution
  operator_name: cudnn_convolution
  overload_name: deprecated
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cudnn_convolution.deprecated(Tensor self, Tensor weight, Tensor? bias, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cudnn_convolution
  operator_name: cudnn_convolution
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cudnn_convolution(Tensor self, Tensor weight, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: self_size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cudnn_convolution_backward_input
  operator_name: cudnn_convolution_backward_input
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cudnn_convolution_backward_input(int[] self_size, Tensor grad_output, Tensor weight, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  - annotation: null
    dynamic_type: std::array<bool,2>
    is_nullable: false
    name: output_mask
    type: std::array<bool,2>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cudnn_convolution_backward
  operator_name: cudnn_convolution_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::cudnn_convolution_backward(Tensor self, Tensor grad_output, Tensor weight, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic, bool[2] output_mask) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: weight_size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cudnn_convolution_backward_weight
  operator_name: cudnn_convolution_backward_weight
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cudnn_convolution_backward_weight(int[] weight_size, Tensor grad_output, Tensor self, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cudnn_convolution_transpose
  operator_name: cudnn_convolution_transpose
  overload_name: deprecated
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cudnn_convolution_transpose.deprecated(Tensor self, Tensor weight, Tensor? bias, int[] padding, int[] output_padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cudnn_convolution_transpose
  operator_name: cudnn_convolution_transpose
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cudnn_convolution_transpose(Tensor self, Tensor weight, int[] padding, int[] output_padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  - annotation: null
    dynamic_type: std::array<bool,2>
    is_nullable: false
    name: output_mask
    type: std::array<bool,2>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cudnn_convolution_transpose_backward
  operator_name: cudnn_convolution_transpose_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::cudnn_convolution_transpose_backward(Tensor self, Tensor grad_output, Tensor weight, int[] padding, int[] output_padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic, bool[2] output_mask) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cudnn_convolution_transpose_backward_input
  operator_name: cudnn_convolution_transpose_backward_input
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cudnn_convolution_transpose_backward_input(Tensor grad_output, Tensor weight, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
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    name: values
    type: Tensor &
  - dynamic_type: Tensor
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    type: Tensor &
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    name: values
    type: Tensor
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    name: values
    type: Tensor
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    type: Tensor &
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    type: Tensor &
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    type: Tensor &
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  name: cumsum
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    type: Tensor
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    dynamic_type: int64_t
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  method_prefix_derived: ''
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  name: cumsum_out
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  python_module: ''
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  returns:
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    name: out
    type: Tensor &
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  method_prefix_derived: ''
  mode: native
  name: cumsum
  operator_name: cumsum
  overload_name: dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
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    annotation: a!
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    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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    dynamic_type: Dimname
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    name: dim
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    default: c10::nullopt
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    name: dtype
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  device_guard: true
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: cumsum_out
  operator_name: cumsum
  overload_name: dimname_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: log_probs
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: targets
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_lengths
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
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    name: target_lengths
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: int64_t
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    name: blank
    type: int64_t
  - annotation: null
    default: at::Reduction::Mean
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: zero_infinity
    type: bool
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  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: ctc_loss
  operator_name: ctc_loss
  overload_name: IntList
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::ctc_loss.IntList(Tensor log_probs, Tensor targets, int[] input_lengths, int[] target_lengths, int blank=0, int reduction=Mean, bool zero_infinity=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
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  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: log_probs
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: targets
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input_lengths
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: target_lengths
    type: const Tensor &
  - annotation: null
    default: 0
    dynamic_type: int64_t
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  - annotation: null
    default: at::Reduction::Mean
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  - annotation: null
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    dynamic_type: bool
    is_nullable: false
    name: zero_infinity
    type: bool
  category_override: ''
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  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: ctc_loss
  operator_name: ctc_loss
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: true
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  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: log_probs
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: targets
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_lengths
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: target_lengths
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: int64_t
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    name: blank
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
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    name: zero_infinity
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  category_override: ''
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  device_guard: true
  inplace: false
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: _ctc_loss
  operator_name: _ctc_loss
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: log_probs
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: targets
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_lengths
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: target_lengths
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: neg_log_likelihood
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: log_alpha
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: blank
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: zero_infinity
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _ctc_loss_backward
  operator_name: _ctc_loss_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: det
  operator_name: det
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::det(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: offset
    type: int64_t
  - annotation: null
    default: -2
    dynamic_type: int64_t
    is_nullable: false
    name: dim1
    type: int64_t
  - annotation: null
    default: -1
    dynamic_type: int64_t
    is_nullable: false
    name: dim2
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: diag_embed
  operator_name: diag_embed
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: offset
    type: int64_t
  category_override: ''
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  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: diagflat
  operator_name: diagflat
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::diagflat(Tensor self, int offset=0) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: offset
    type: int64_t
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim1
    type: int64_t
  - annotation: null
    default: 1
    dynamic_type: int64_t
    is_nullable: false
    name: dim2
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: diagonal
  operator_name: diagonal
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::diagonal(Tensor(a) self, int offset=0, int dim1=0, int dim2=1) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    kwarg_only: true
    name: outdim
    type: Dimname
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    kwarg_only: true
    name: dim1
    type: Dimname
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    kwarg_only: true
    name: dim2
    type: Dimname
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    kwarg_only: true
    name: offset
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: diagonal
  operator_name: diagonal
  overload_name: Dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::diagonal.Dimname(Tensor(a) self, *, Dimname outdim, Dimname dim1, Dimname dim2, int offset=0) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: fill_value
    type: Scalar
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: wrap
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: fill_diagonal_
  operator_name: fill_diagonal_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::fill_diagonal_(Tensor(a!) self, Scalar fill_value, bool wrap=False) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: div
  operator_name: div
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::div.Tensor(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: div_
  operator_name: div_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::div_.Tensor(Tensor(a!) self, Tensor other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: div_out
  operator_name: div
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::div.out(Tensor self, Tensor other, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: div
  operator_name: div
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::div.Scalar(Tensor self, Scalar other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: div_
  operator_name: div_
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::div_.Scalar(Tensor(a!) self, Scalar other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: dot
  operator_name: dot
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::dot(Tensor self, Tensor tensor) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: dot_out
  operator_name: dot
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::dot.out(Tensor self, Tensor tensor, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: std::string
    is_nullable: false
    name: equation
    type: std::string
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: tensors
    type: TensorList
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: einsum
  operator_name: einsum
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::einsum(str equation, Tensor[] tensors) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    default: -1
    dynamic_type: int64_t
    is_nullable: false
    name: padding_idx
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: scale_grad_by_freq
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: sparse
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: embedding
  operator_name: embedding
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::embedding(Tensor weight, Tensor indices, int padding_idx=-1, bool scale_grad_by_freq=False, bool sparse=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_weights
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: padding_idx
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: scale_grad_by_freq
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: sparse
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: embedding_backward
  operator_name: embedding_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::embedding_backward(Tensor grad, Tensor indices, int num_weights, int padding_idx, bool scale_grad_by_freq, bool sparse) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_weights
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: padding_idx
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: scale_grad_by_freq
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: embedding_dense_backward
  operator_name: embedding_dense_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::embedding_dense_backward(Tensor grad_output, Tensor indices, int num_weights, int padding_idx, bool scale_grad_by_freq) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: max_norm
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: norm_type
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: embedding_renorm_
  operator_name: embedding_renorm_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::embedding_renorm_(Tensor(a!) self, Tensor indices, float max_norm, float norm_type) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_weights
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: padding_idx
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: scale_grad_by_freq
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: embedding_sparse_backward
  operator_name: embedding_sparse_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::embedding_sparse_backward(Tensor grad, Tensor indices, int num_weights, int padding_idx, bool scale_grad_by_freq) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: offsets
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: scale_grad_by_freq
    type: bool
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: mode
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: sparse
    type: bool
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: per_sample_weights
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: include_last_offset
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: embedding_bag
  operator_name: embedding_bag
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  - dynamic_type: Tensor
    name: result3
    type: Tensor
  schema_string: aten::embedding_bag(Tensor weight, Tensor indices, Tensor offsets, bool scale_grad_by_freq=False, int mode=0, bool sparse=False, Tensor? per_sample_weights=None, bool include_last_offset=False) -> (Tensor, Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: offsets
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: scale_grad_by_freq
    type: bool
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: mode
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: sparse
    type: bool
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: per_sample_weights
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: include_last_offset
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _embedding_bag
  operator_name: _embedding_bag
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  - dynamic_type: Tensor
    name: result3
    type: Tensor
  schema_string: aten::_embedding_bag(Tensor weight, Tensor indices, Tensor offsets, bool scale_grad_by_freq=False, int mode=0, bool sparse=False, Tensor? per_sample_weights=None, bool include_last_offset=False) -> (Tensor, Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: offsets
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: offset2bag
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: bag_size
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: maximum_indices
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_weights
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: scale_grad_by_freq
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: mode
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: sparse
    type: bool
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: per_sample_weights
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _embedding_bag_backward
  operator_name: _embedding_bag_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_embedding_bag_backward(Tensor grad, Tensor indices, Tensor offsets, Tensor offset2bag, Tensor bag_size, Tensor maximum_indices, int num_weights, bool scale_grad_by_freq, int mode, bool sparse, Tensor? per_sample_weights) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: offsets
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: offset2bag
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: bag_size
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_weights
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: scale_grad_by_freq
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: mode
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: per_sample_weights
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _embedding_bag_sparse_backward
  operator_name: _embedding_bag_sparse_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_embedding_bag_sparse_backward(Tensor grad, Tensor indices, Tensor offsets, Tensor offset2bag, Tensor bag_size, int num_weights, bool scale_grad_by_freq, int mode, Tensor? per_sample_weights) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: offsets
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: offset2bag
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: bag_size
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: maximum_indices
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_weights
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: scale_grad_by_freq
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: mode
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: per_sample_weights
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _embedding_bag_dense_backward
  operator_name: _embedding_bag_dense_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_embedding_bag_dense_backward(Tensor grad, Tensor indices, Tensor offsets, Tensor offset2bag, Tensor bag_size, Tensor maximum_indices, int num_weights, bool scale_grad_by_freq, int mode, Tensor? per_sample_weights) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: offsets
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: offset2bag
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: mode
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _embedding_bag_per_sample_weights_backward
  operator_name: _embedding_bag_per_sample_weights_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_embedding_bag_per_sample_weights_backward(Tensor grad, Tensor weight, Tensor indices, Tensor offsets, Tensor offset2bag, int mode) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: true
    kwarg_only: true
    name: names
    type: c10::optional<DimnameList>
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: empty
  operator_name: empty
  overload_name: names
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::empty.names(int[] size, *, Dimname[]? names, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None, MemoryFormat? memory_format=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: empty
  operator_name: empty
  overload_name: memory_format
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::empty.memory_format(int[] size, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None, MemoryFormat? memory_format=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: false
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: new_empty
  operator_name: new_empty
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::new_empty(Tensor self, int[] size, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: fill_value
    type: Scalar
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: false
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: new_full
  operator_name: new_full
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::new_full(Tensor self, int[] size, Scalar fill_value, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: false
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: new_zeros
  operator_name: new_zeros
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::new_zeros(Tensor self, int[] size, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  - annotation: null
    default: 1
    dynamic_type: double
    is_nullable: false
    kwarg_only: true
    name: scale
    type: double
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    kwarg_only: true
    name: zero_point
    type: int64_t
  - annotation: null
    default: MemoryFormat::Contiguous
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _empty_affine_quantized
  operator_name: _empty_affine_quantized
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_empty_affine_quantized(int[] size, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None, float scale=1, int zero_point=0, MemoryFormat? memory_format=contiguous_format) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: true
    name: scales
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: true
    name: zero_points
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    kwarg_only: true
    name: axis
    type: int64_t
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  - annotation: null
    default: MemoryFormat::Contiguous
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: factory
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _empty_per_channel_affine_quantized
  operator_name: _empty_per_channel_affine_quantized
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_empty_per_channel_affine_quantized(int[] size, *, Tensor scales, Tensor zero_points, int axis, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None, MemoryFormat? memory_format=contiguous_format) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: true
  is_factory_method: null
  manual_kernel_registration: true
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: resize_
  operator_name: resize_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::resize_(Tensor(a!) self, int[] size, *, MemoryFormat? memory_format=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: empty_out
  operator_name: empty
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::empty.out(int[] size, *, MemoryFormat? memory_format=None, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: empty_like
  operator_name: empty_like
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::empty_like(Tensor self, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None, MemoryFormat? memory_format=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: empty_strided
  operator_name: empty_strided
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::empty_strided(int[] size, int[] stride, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: erf
  operator_name: erf
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::erf(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: erf_
  operator_name: erf_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::erf_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: erf_out
  operator_name: erf
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::erf.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: erfc
  operator_name: erfc
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::erfc(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: erfc_
  operator_name: erfc_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::erfc_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: erfc_out
  operator_name: erfc
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::erfc.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: exp
  operator_name: exp
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::exp(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: exp_
  operator_name: exp_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::exp_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: exp_out
  operator_name: exp
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::exp.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: expm1
  operator_name: expm1
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::expm1(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: expm1_
  operator_name: expm1_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::expm1_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: expm1_out
  operator_name: expm1
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::expm1.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    kwarg_only: true
    name: implicit
    type: bool
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: expand
  operator_name: expand
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::expand(Tensor(a) self, int[] size, *, bool implicit=False) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: expand_as
  operator_name: expand_as
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::expand_as(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: n
    type: int64_t
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: eye
  operator_name: eye
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::eye(int n, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: n
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: m
    type: int64_t
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: eye
  operator_name: eye
  overload_name: m
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::eye.m(int n, int m, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: n
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: eye_out
  operator_name: eye
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::eye.out(int n, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: n
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: m
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: eye_out
  operator_name: eye
  overload_name: m_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::eye.m_out(int n, int m, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: start_dim
    type: int64_t
  - annotation: null
    default: -1
    dynamic_type: int64_t
    is_nullable: false
    name: end_dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: flatten
  operator_name: flatten
  overload_name: using_ints
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::flatten.using_ints(Tensor self, int start_dim=0, int end_dim=-1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
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    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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    dynamic_type: int64_t
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    name: start_dim
    type: int64_t
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    dynamic_type: int64_t
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    name: end_dim
    type: int64_t
  - annotation: null
    dynamic_type: Dimname
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    name: out_dim
    type: Dimname
  category_override: ''
  deprecated: false
  device_guard: true
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: flatten
  operator_name: flatten
  overload_name: named_out_dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::flatten.named_out_dim(Tensor self, int start_dim, int end_dim, Dimname out_dim) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: start_dim
    type: Dimname
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: end_dim
    type: Dimname
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: out_dim
    type: Dimname
  category_override: ''
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  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: flatten
  operator_name: flatten
  overload_name: using_names
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::flatten.using_names(Tensor self, Dimname start_dim, Dimname end_dim, Dimname out_dim) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: dims
    type: DimnameList
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: out_dim
    type: Dimname
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: flatten
  operator_name: flatten
  overload_name: DimnameList
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::flatten.DimnameList(Tensor self, Dimname[] dims, Dimname out_dim) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
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    name: value
    type: Scalar
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  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fill_
  operator_name: fill_
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::fill_.Scalar(Tensor(a!) self, Scalar value) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: value
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fill_
  operator_name: fill_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::fill_.Tensor(Tensor(a!) self, Tensor value) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: floor
  operator_name: floor
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::floor(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: floor_
  operator_name: floor_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::floor_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: floor_out
  operator_name: floor
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::floor.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: floor_divide
  operator_name: floor_divide
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::floor_divide(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: floor_divide_
  operator_name: floor_divide_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::floor_divide_.Tensor(Tensor(a!) self, Tensor other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: floor_divide_out
  operator_name: floor_divide
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::floor_divide.out(Tensor self, Tensor other, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: floor_divide
  operator_name: floor_divide
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::floor_divide.Scalar(Tensor self, Scalar other) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: floor_divide_
  operator_name: floor_divide_
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::floor_divide_.Scalar(Tensor(a!) self, Scalar other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: frac
  operator_name: frac
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::frac(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: frac_
  operator_name: frac_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::frac_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: frac_out
  operator_name: frac
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::frac.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: fill_value
    type: Scalar
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: true
    kwarg_only: true
    name: names
    type: c10::optional<DimnameList>
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: full
  operator_name: full
  overload_name: names
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::full.names(int[] size, Scalar fill_value, *, Dimname[]? names, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: fill_value
    type: Scalar
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: full
  operator_name: full
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::full(int[] size, Scalar fill_value, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: fill_value
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: full_out
  operator_name: full
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::full.out(int[] size, Scalar fill_value, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: fill_value
    type: Scalar
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: full_like
  operator_name: full_like
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::full_like(Tensor self, Scalar fill_value, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None, MemoryFormat? memory_format=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: std::string
    is_nullable: false
    name: filename
    type: std::string
  - annotation: null
    default: c10::nullopt
    dynamic_type: bool
    is_nullable: true
    name: shared
    type: c10::optional<bool>
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: true
    name: size
    type: c10::optional<int64_t>
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: from_file
  operator_name: from_file
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::from_file(str filename, bool? shared=None, int? size=0, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grid
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: interpolation_mode
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: padding_mode
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: grid_sampler
  operator_name: grid_sampler
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::grid_sampler(Tensor input, Tensor grid, int interpolation_mode, int padding_mode, bool align_corners) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grid
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: interpolation_mode
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: padding_mode
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: grid_sampler_2d
  operator_name: grid_sampler_2d
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::grid_sampler_2d(Tensor input, Tensor grid, int interpolation_mode, int padding_mode, bool align_corners) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grid
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
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    name: interpolation_mode
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: padding_mode
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: grid_sampler_2d_backward
  operator_name: grid_sampler_2d_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::grid_sampler_2d_backward(Tensor grad_output, Tensor input, Tensor grid, int interpolation_mode, int padding_mode, bool align_corners) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grid
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: interpolation_mode
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: padding_mode
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: grid_sampler_3d
  operator_name: grid_sampler_3d
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::grid_sampler_3d(Tensor input, Tensor grid, int interpolation_mode, int padding_mode, bool align_corners) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grid
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: interpolation_mode
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: padding_mode
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: grid_sampler_3d_backward
  operator_name: grid_sampler_3d_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::grid_sampler_3d_backward(Tensor grad_output, Tensor input, Tensor grid, int interpolation_mode, int padding_mode, bool align_corners) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: window_length
    type: int64_t
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hann_window
  operator_name: hann_window
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::hann_window(int window_length, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: window_length
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: periodic
    type: bool
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hann_window
  operator_name: hann_window
  overload_name: periodic
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::hann_window.periodic(int window_length, bool periodic, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: window_length
    type: int64_t
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hamming_window
  operator_name: hamming_window
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::hamming_window(int window_length, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: window_length
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: periodic
    type: bool
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hamming_window
  operator_name: hamming_window
  overload_name: periodic
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::hamming_window.periodic(int window_length, bool periodic, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: window_length
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: periodic
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: alpha
    type: double
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hamming_window
  operator_name: hamming_window
  overload_name: periodic_alpha
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::hamming_window.periodic_alpha(int window_length, bool periodic, float alpha, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: window_length
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: periodic
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: alpha
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: beta
    type: double
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hamming_window
  operator_name: hamming_window
  overload_name: periodic_alpha_beta
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::hamming_window.periodic_alpha_beta(int window_length, bool periodic, float alpha, float beta, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: target
    type: const Tensor &
  - annotation: null
    default: 1.0
    dynamic_type: double
    is_nullable: false
    name: margin
    type: double
  - annotation: null
    default: at::Reduction::Mean
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hinge_embedding_loss
  operator_name: hinge_embedding_loss
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::hinge_embedding_loss(Tensor self, Tensor target, float margin=1.0, int reduction=Mean) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec2
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: ger
  operator_name: ger
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::ger(Tensor self, Tensor vec2) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec2
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: ger_out
  operator_name: ger
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::ger.out(Tensor self, Tensor vec2, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_groups
    type: int64_t
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1.0e-05
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: cudnn_enabled
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: group_norm
  operator_name: group_norm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::group_norm(Tensor input, int num_groups, Tensor? weight=None, Tensor? bias=None, float eps=1e-05, bool cudnn_enabled=True) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: signal_ndim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: normalized
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fft
  operator_name: fft
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fft(Tensor self, int signal_ndim, bool normalized=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: signal_ndim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: normalized
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: ifft
  operator_name: ifft
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::ifft(Tensor self, int signal_ndim, bool normalized=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: signal_ndim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: normalized
    type: bool
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: onesided
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rfft
  operator_name: rfft
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rfft(Tensor self, int signal_ndim, bool normalized=False, bool onesided=True) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: signal_ndim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: normalized
    type: bool
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: onesided
    type: bool
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
    is_nullable: false
    name: signal_sizes
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: irfft
  operator_name: irfft
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::irfft(Tensor self, int signal_ndim, bool normalized=False, bool onesided=True, int[] signal_sizes=[]) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: signal_ndim
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: complex_input
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: complex_output
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: inverse
    type: bool
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: checked_signal_sizes
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: normalized
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: onesided
    type: bool
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_sizes
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _fft_with_size
  operator_name: _fft_with_size
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_fft_with_size(Tensor self, int signal_ndim, bool complex_input, bool complex_output, bool inverse, int[] checked_signal_sizes, bool normalized, bool onesided, int[] output_sizes) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: device_index
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cufft_get_plan_cache_size
  operator_name: _cufft_get_plan_cache_size
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::_cufft_get_plan_cache_size(int device_index) -> int
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: device_index
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cufft_get_plan_cache_max_size
  operator_name: _cufft_get_plan_cache_max_size
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::_cufft_get_plan_cache_max_size(int device_index) -> int
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: device_index
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: max_size
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cufft_set_plan_cache_max_size
  operator_name: _cufft_set_plan_cache_max_size
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns: []
  schema_string: aten::_cufft_set_plan_cache_max_size(int device_index, int max_size) -> ()
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: device_index
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cufft_clear_plan_cache
  operator_name: _cufft_clear_plan_cache
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns: []
  schema_string: aten::_cufft_clear_plan_cache(int device_index) -> ()
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: true
    name: indices
    type: TensorList
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: index
  operator_name: index
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::index.Tensor(Tensor self, Tensor?[] indices) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: index
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: source
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: index_copy_
  operator_name: index_copy_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::index_copy_(Tensor(a!) self, int dim, Tensor index, Tensor source) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: index
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: source
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: index_copy
  operator_name: index_copy
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::index_copy(Tensor self, int dim, Tensor index, Tensor source) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: index
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: source
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: index_copy_
  operator_name: index_copy_
  overload_name: dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::index_copy_.dimname(Tensor(a!) self, Dimname dim, Tensor index, Tensor source) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: index
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: source
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: index_copy
  operator_name: index_copy
  overload_name: dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::index_copy.dimname(Tensor self, Dimname dim, Tensor index, Tensor source) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: true
    name: indices
    type: TensorList
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: values
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: accumulate
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: index_put_
  operator_name: index_put_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::index_put_(Tensor(a!) self, Tensor?[] indices, Tensor values, bool accumulate=False) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: true
    name: indices
    type: TensorList
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: values
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: accumulate
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: index_put
  operator_name: index_put
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::index_put(Tensor self, Tensor?[] indices, Tensor values, bool accumulate=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: true
    name: indices
    type: TensorList
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: values
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: accumulate
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: unsafe
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _index_put_impl_
  operator_name: _index_put_impl_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::_index_put_impl_(Tensor(a!) self, Tensor?[] indices, Tensor values, bool accumulate=False, bool unsafe=False) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_var
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: use_input_stats
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: momentum
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: cudnn_enabled
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: instance_norm
  operator_name: instance_norm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::instance_norm(Tensor input, Tensor? weight, Tensor? bias, Tensor? running_mean, Tensor? running_var, bool use_input_stats, float momentum, float eps, bool cudnn_enabled) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: inverse
  operator_name: inverse
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::inverse(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: inverse_out
  operator_name: inverse
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::inverse.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _inverse_helper
  operator_name: _inverse_helper
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_inverse_helper(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  - annotation: null
    default: 1.0e-05
    dynamic_type: double
    is_nullable: false
    name: rtol
    type: double
  - annotation: null
    default: 1.0e-08
    dynamic_type: double
    is_nullable: false
    name: atol
    type: double
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: equal_nan
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: isclose
  operator_name: isclose
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::isclose(Tensor self, Tensor other, float rtol=1e-05, float atol=1e-08, bool equal_nan=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: isnan
  operator_name: isnan
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::isnan(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: is_distributed
  operator_name: is_distributed
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::is_distributed(Tensor self) -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: is_floating_point
  operator_name: is_floating_point
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::is_floating_point(Tensor self) -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: is_complex
  operator_name: is_complex
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::is_complex(Tensor self) -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: is_nonzero
  operator_name: is_nonzero
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::is_nonzero(Tensor self) -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: is_same_size
  operator_name: is_same_size
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::is_same_size(Tensor self, Tensor other) -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: is_signed
  operator_name: is_signed
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::is_signed(Tensor self) -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: target
    type: const Tensor &
  - annotation: null
    default: at::Reduction::Mean
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: kl_div
  operator_name: kl_div
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::kl_div(Tensor self, Tensor target, int reduction=Mean) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: target
    type: const Tensor &
  - annotation: null
    default: at::Reduction::Mean
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: kl_div_backward
  operator_name: kl_div_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  with_gil: false
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  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: kthvalue
  operator_name: kthvalue
  overload_name: ''
  python_module: ''
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  returns:
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    field_name: values
    name: values
    type: Tensor
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor
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  with_gil: false
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  - annotation: null
    dynamic_type: Tensor
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    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
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    dynamic_type: int64_t
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  - annotation: null
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  method_of:
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  - namespace
  method_prefix_derived: ''
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  name: kthvalue_out
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  python_module: ''
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    field_name: values
    name: values
    type: Tensor &
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor &
  schema_string: aten::kthvalue.values(Tensor self, int k, int dim=-1, bool keepdim=False, *, Tensor(a!) values, Tensor(b!) indices) -> (Tensor(a!) values, Tensor(b!) indices)
  use_c10_dispatcher: unboxed_only
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- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
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    name: k
    type: int64_t
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    name: dim
    type: Dimname
  - annotation: null
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    name: keepdim
    type: bool
  category_override: ''
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  device_guard: true
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  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: kthvalue
  operator_name: kthvalue
  overload_name: dimname
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor
  schema_string: aten::kthvalue.dimname(Tensor self, int k, Dimname dim, bool keepdim=False) -> (Tensor values, Tensor indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
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  - allocate: true
    annotation: b!
    dynamic_type: Tensor
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    name: indices
    output: true
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  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
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    name: k
    type: int64_t
  - annotation: null
    dynamic_type: Dimname
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    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
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    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: kthvalue_out
  operator_name: kthvalue
  overload_name: dimname_out
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor &
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor &
  schema_string: aten::kthvalue.dimname_out(Tensor self, int k, Dimname dim, bool keepdim=False, *, Tensor(a!) values, Tensor(b!) indices) -> (Tensor(a!) values, Tensor(b!) indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: normalized_shape
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1.0e-05
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: cudnn_enable
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: layer_norm
  operator_name: layer_norm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::layer_norm(Tensor input, int[] normalized_shape, Tensor? weight=None, Tensor? bias=None, float eps=1e-05, bool cudnn_enable=True) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: M
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: N
    type: int64_t
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: native_layer_norm
  operator_name: native_layer_norm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::native_layer_norm(Tensor input, Tensor? weight, Tensor? bias, int M, int N, float eps) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_out
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: rstd
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: M
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: N
    type: int64_t
  - annotation: null
    dynamic_type: std::array<bool,3>
    is_nullable: false
    name: output_mask
    type: std::array<bool,3>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: native_layer_norm_backward
  operator_name: native_layer_norm_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::native_layer_norm_backward(Tensor grad_out, Tensor input, Tensor mean, Tensor rstd, Tensor? weight, int M, int N, bool[3] output_mask) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: linear
  operator_name: linear
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::linear(Tensor input, Tensor weight, Tensor? bias=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mkldnn_linear
  operator_name: mkldnn_linear
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::mkldnn_linear(Tensor input, Tensor weight, Tensor? bias=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: packed
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: col_offsets
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: weight_scale
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: weight_zero_point
    type: Scalar
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: bias
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fbgemm_linear_int8_weight_fp32_activation
  operator_name: fbgemm_linear_int8_weight_fp32_activation
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fbgemm_linear_int8_weight_fp32_activation(Tensor input, Tensor weight, Tensor packed, Tensor col_offsets, Scalar weight_scale, Scalar weight_zero_point, Tensor bias) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: packed
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: col_offsets
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: weight_scale
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: weight_zero_point
    type: Scalar
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: bias
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fbgemm_linear_int8_weight
  operator_name: fbgemm_linear_int8_weight
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fbgemm_linear_int8_weight(Tensor input, Tensor weight, Tensor packed, Tensor col_offsets, Scalar weight_scale, Scalar weight_zero_point, Tensor bias) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fbgemm_linear_quantize_weight
  operator_name: fbgemm_linear_quantize_weight
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: double
    name: result2
    type: double
  - dynamic_type: int64_t
    name: result3
    type: int64_t
  schema_string: aten::fbgemm_linear_quantize_weight(Tensor input) -> (Tensor, Tensor, float, int)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fbgemm_pack_gemm_matrix_fp16
  operator_name: fbgemm_pack_gemm_matrix_fp16
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fbgemm_pack_gemm_matrix_fp16(Tensor input) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: packed_weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: bias
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fbgemm_linear_fp16_weight_fp32_activation
  operator_name: fbgemm_linear_fp16_weight_fp32_activation
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fbgemm_linear_fp16_weight_fp32_activation(Tensor input, Tensor packed_weight, Tensor bias) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: packed_weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: bias
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fbgemm_linear_fp16_weight
  operator_name: fbgemm_linear_fp16_weight
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fbgemm_linear_fp16_weight(Tensor input, Tensor packed_weight, Tensor bias) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fbgemm_pack_quantized_matrix
  operator_name: fbgemm_pack_quantized_matrix
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fbgemm_pack_quantized_matrix(Tensor input) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: K
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: N
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fbgemm_pack_quantized_matrix
  operator_name: fbgemm_pack_quantized_matrix
  overload_name: KN
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fbgemm_pack_quantized_matrix.KN(Tensor input, int K, int N) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: start
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: end
    type: Scalar
  - annotation: null
    default: 100
    dynamic_type: int64_t
    is_nullable: false
    name: steps
    type: int64_t
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: linspace
  operator_name: linspace
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::linspace(Scalar start, Scalar end, int steps=100, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: start
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: end
    type: Scalar
  - annotation: null
    default: 100
    dynamic_type: int64_t
    is_nullable: false
    name: steps
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: linspace_out
  operator_name: linspace
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::linspace.out(Scalar start, Scalar end, int steps=100, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log
  operator_name: log
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::log(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log_
  operator_name: log_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::log_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log_out
  operator_name: log
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::log.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log10
  operator_name: log10
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::log10(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log10_
  operator_name: log10_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::log10_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log10_out
  operator_name: log10
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::log10.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log1p
  operator_name: log1p
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::log1p(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log1p_
  operator_name: log1p_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::log1p_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log1p_out
  operator_name: log1p
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::log1p.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log2
  operator_name: log2
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::log2(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log2_
  operator_name: log2_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::log2_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log2_out
  operator_name: log2
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::log2.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: logdet
  operator_name: logdet
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::logdet(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: start
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: end
    type: Scalar
  - annotation: null
    default: 100
    dynamic_type: int64_t
    is_nullable: false
    name: steps
    type: int64_t
  - annotation: null
    default: 10.0
    dynamic_type: double
    is_nullable: false
    name: base
    type: double
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: logspace
  operator_name: logspace
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::logspace(Scalar start, Scalar end, int steps=100, float base=10.0, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: start
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: end
    type: Scalar
  - annotation: null
    default: 100
    dynamic_type: int64_t
    is_nullable: false
    name: steps
    type: int64_t
  - annotation: null
    default: 10.0
    dynamic_type: double
    is_nullable: false
    name: base
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: logspace_out
  operator_name: logspace
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::logspace.out(Scalar start, Scalar end, int steps=100, float base=10.0, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
    is_nullable: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log_softmax
  operator_name: log_softmax
  overload_name: int
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::log_softmax.int(Tensor self, int dim, ScalarType? dtype=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
    is_nullable: true
    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log_softmax
  operator_name: log_softmax
  overload_name: Dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::log_softmax.Dimname(Tensor self, Dimname dim, *, ScalarType? dtype=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: half_to_float
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _log_softmax
  operator_name: _log_softmax
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_log_softmax(Tensor self, int dim, bool half_to_float) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: output
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _log_softmax_backward_data
  operator_name: _log_softmax_backward_data
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_log_softmax_backward_data(Tensor grad_output, Tensor output, int dim, Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    size: 1
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: logsumexp
  operator_name: logsumexp
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::logsumexp(Tensor self, int[1] dim, bool keepdim=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    size: 1
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: logsumexp_out
  operator_name: logsumexp
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::logsumexp.out(Tensor self, int[1] dim, bool keepdim=False, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: dim
    size: 1
    type: DimnameList
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: logsumexp
  operator_name: logsumexp
  overload_name: names
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::logsumexp.names(Tensor self, Dimname[1] dim, bool keepdim=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: dim
    size: 1
    type: DimnameList
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: logsumexp_out
  operator_name: logsumexp
  overload_name: names_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::logsumexp.names_out(Tensor self, Dimname[1] dim, bool keepdim=False, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input2
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: target
    type: const Tensor &
  - annotation: null
    default: 0.0
    dynamic_type: double
    is_nullable: false
    name: margin
    type: double
  - annotation: null
    default: at::Reduction::Mean
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: margin_ranking_loss
  operator_name: margin_ranking_loss
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::margin_ranking_loss(Tensor input1, Tensor input2, Tensor target, float margin=0.0, int reduction=Mean) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: matmul
  operator_name: matmul
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::matmul(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: matmul_out
  operator_name: matmul
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::matmul.out(Tensor self, Tensor other, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: tol
    type: double
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: symmetric
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: matrix_rank
  operator_name: matrix_rank
  overload_name: tol
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::matrix_rank.tol(Tensor self, float tol, bool symmetric=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: symmetric
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: matrix_rank
  operator_name: matrix_rank
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::matrix_rank(Tensor self, bool symmetric=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: n
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: matrix_power
  operator_name: matrix_power
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::matrix_power(Tensor self, int n) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max
  operator_name: max
  overload_name: dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor
  schema_string: aten::max.dim(Tensor self, int dim, bool keepdim=False) -> (Tensor values, Tensor indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: values
    is_nullable: false
    kwarg_only: false
    name: max
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: indices
    is_nullable: false
    kwarg_only: false
    name: max_values
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_out
  operator_name: max
  overload_name: dim_max
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: max
    type: Tensor &
  - dynamic_type: Tensor
    field_name: indices
    name: max_values
    type: Tensor &
  schema_string: aten::max.dim_max(Tensor self, int dim, bool keepdim=False, *, Tensor(a!) max, Tensor(b!) max_values) -> (Tensor(a!) values, Tensor(b!) indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    size: 1
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_values
  operator_name: max_values
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::max_values(Tensor self, int[1] dim, bool keepdim=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max
  operator_name: max
  overload_name: names_dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor
  schema_string: aten::max.names_dim(Tensor self, Dimname dim, bool keepdim=False) -> (Tensor values, Tensor indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: values
    is_nullable: false
    kwarg_only: false
    name: max
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: indices
    is_nullable: false
    kwarg_only: false
    name: max_values
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_out
  operator_name: max
  overload_name: names_dim_max
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: max
    type: Tensor &
  - dynamic_type: Tensor
    field_name: indices
    name: max_values
    type: Tensor &
  schema_string: aten::max.names_dim_max(Tensor self, Dimname dim, bool keepdim=False, *, Tensor(a!) max, Tensor(b!) max_values) -> (Tensor(a!) values, Tensor(b!) indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: dim
    size: 1
    type: DimnameList
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_values
  operator_name: max_values
  overload_name: names
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::max_values.names(Tensor self, Dimname[1] dim, bool keepdim=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 1
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 1
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 1
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 1
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_pool1d_with_indices
  operator_name: max_pool1d_with_indices
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::max_pool1d_with_indices(Tensor self, int[1] kernel_size, int[1] stride=[], int[1] padding=0, int[1] dilation=1, bool ceil_mode=False) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 1
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 1
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 1
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 1
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_pool1d
  operator_name: max_pool1d
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::max_pool1d(Tensor self, int[1] kernel_size, int[1] stride=[], int[1] padding=0, int[1] dilation=1, bool ceil_mode=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_pool2d
  operator_name: max_pool2d
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::max_pool2d(Tensor self, int[2] kernel_size, int[2] stride=[], int[2] padding=0, int[2] dilation=1, bool ceil_mode=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mkldnn_max_pool2d
  operator_name: mkldnn_max_pool2d
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::mkldnn_max_pool2d(Tensor self, int[2] kernel_size, int[2] stride=[], int[2] padding=0, int[2] dilation=1, bool ceil_mode=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: quantized_max_pool2d
  operator_name: quantized_max_pool2d
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::quantized_max_pool2d(Tensor self, int[2] kernel_size, int[2] stride=[], int[2] padding=0, int[2] dilation=1, bool ceil_mode=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 3
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_pool3d
  operator_name: max_pool3d
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::max_pool3d(Tensor self, int[3] kernel_size, int[3] stride=[], int[3] padding=0, int[3] dilation=1, bool ceil_mode=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
    is_nullable: true
    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mean
  operator_name: mean
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  - annotation: null
    dynamic_type: Tensor
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    type: const Tensor &
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: mean
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  overload_name: dim
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::mean.dim(Tensor self, int[1] dim, bool keepdim=False, *, ScalarType? dtype=None) -> Tensor
  use_c10_dispatcher: unboxed_only
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  arguments:
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    name: out
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  - annotation: null
    dynamic_type: Tensor
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  - annotation: null
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  - annotation: null
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    dynamic_type: bool
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    name: dtype
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  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: mean_out
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  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::mean.out(Tensor self, int[1] dim, bool keepdim=False, *, ScalarType? dtype=None, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
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  - annotation: null
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  - annotation: null
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  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
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    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
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  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mean
  operator_name: mean
  overload_name: names_dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::mean.names_dim(Tensor self, Dimname[1] dim, bool keepdim=False, *, ScalarType? dtype=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
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  - annotation: null
    dynamic_type: Tensor
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    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
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    name: dim
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  - annotation: null
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    dynamic_type: bool
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    name: keepdim
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  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
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    kwarg_only: true
    name: dtype
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  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mean_out
  operator_name: mean
  overload_name: names_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::mean.names_out(Tensor self, Dimname[1] dim, bool keepdim=False, *, ScalarType? dtype=None, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
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    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
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    name: keepdim
    type: bool
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  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: median
  operator_name: median
  overload_name: dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor
  schema_string: aten::median.dim(Tensor self, int dim, bool keepdim=False) -> (Tensor values, Tensor indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: values
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    kwarg_only: false
    name: values
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    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: indices
    is_nullable: false
    kwarg_only: false
    name: indices
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
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  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: median_out
  operator_name: median
  overload_name: dim_values
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor &
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor &
  schema_string: aten::median.dim_values(Tensor self, int dim, bool keepdim=False, *, Tensor(a!) values, Tensor(b!) indices) -> (Tensor(a!) values, Tensor(b!) indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
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    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: median
  operator_name: median
  overload_name: names_dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor
  schema_string: aten::median.names_dim(Tensor self, Dimname dim, bool keepdim=False) -> (Tensor values, Tensor indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: values
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    kwarg_only: false
    name: values
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: indices
    is_nullable: false
    kwarg_only: false
    name: indices
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: median_out
  operator_name: median
  overload_name: names_dim_values
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor &
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor &
  schema_string: aten::median.names_dim_values(Tensor self, Dimname dim, bool keepdim=False, *, Tensor(a!) values, Tensor(b!) indices) -> (Tensor(a!) values, Tensor(b!) indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: min
  operator_name: min
  overload_name: dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor
  schema_string: aten::min.dim(Tensor self, int dim, bool keepdim=False) -> (Tensor values, Tensor indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
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    name: min
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    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: indices
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    kwarg_only: false
    name: min_indices
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    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
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    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: min_out
  operator_name: min
  overload_name: dim_min
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: min
    type: Tensor &
  - dynamic_type: Tensor
    field_name: indices
    name: min_indices
    type: Tensor &
  schema_string: aten::min.dim_min(Tensor self, int dim, bool keepdim=False, *, Tensor(a!) min, Tensor(b!) min_indices) -> (Tensor(a!) values, Tensor(b!) indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    size: 1
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
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  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: min_values
  operator_name: min_values
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::min_values(Tensor self, int[1] dim, bool keepdim=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: min
  operator_name: min
  overload_name: names_dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor
  schema_string: aten::min.names_dim(Tensor self, Dimname dim, bool keepdim=False) -> (Tensor values, Tensor indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: values
    is_nullable: false
    kwarg_only: false
    name: min
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: indices
    is_nullable: false
    kwarg_only: false
    name: min_indices
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: min_out
  operator_name: min
  overload_name: names_dim_min
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: min
    type: Tensor &
  - dynamic_type: Tensor
    field_name: indices
    name: min_indices
    type: Tensor &
  schema_string: aten::min.names_dim_min(Tensor self, Dimname dim, bool keepdim=False, *, Tensor(a!) min, Tensor(b!) min_indices) -> (Tensor(a!) values, Tensor(b!) indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: dim
    size: 1
    type: DimnameList
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: min_values
  operator_name: min_values
  overload_name: names
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::min_values.names(Tensor self, Dimname[1] dim, bool keepdim=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mkldnn_convolution
  operator_name: mkldnn_convolution
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::mkldnn_convolution(Tensor self, Tensor weight, Tensor? bias, int[] padding, int[] stride, int[] dilation, int groups) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: self_size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bias_defined
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mkldnn_convolution_backward_input
  operator_name: mkldnn_convolution_backward_input
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::mkldnn_convolution_backward_input(int[] self_size, Tensor grad_output, Tensor weight, int[] padding, int[] stride, int[] dilation, int groups, bool bias_defined) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: weight_size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bias_defined
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mkldnn_convolution_backward_weights
  operator_name: mkldnn_convolution_backward_weights
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::mkldnn_convolution_backward_weights(int[] weight_size, Tensor grad_output, Tensor self, int[] padding, int[] stride, int[] dilation, int groups, bool bias_defined) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
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  - annotation: null
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    name: grad_output
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  - annotation: null
    dynamic_type: Tensor
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    name: weight
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  - annotation: null
    dynamic_type: IntArrayRef
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    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
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    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
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    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
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    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: std::array<bool,3>
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    name: output_mask
    type: std::array<bool,3>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mkldnn_convolution_backward
  operator_name: mkldnn_convolution_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::mkldnn_convolution_backward(Tensor self, Tensor grad_output, Tensor weight, int[] padding, int[] stride, int[] dilation, int groups, bool[3] output_mask) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
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  - annotation: null
    dynamic_type: Tensor
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    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: running_var
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
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    name: training
    type: bool
  - annotation: null
    dynamic_type: double
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    name: exponential_average_factor
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: epsilon
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_batch_norm
  operator_name: miopen_batch_norm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::miopen_batch_norm(Tensor input, Tensor weight, Tensor? bias, Tensor? running_mean, Tensor? running_var, bool training, float exponential_average_factor, float epsilon) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
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  - annotation: null
    dynamic_type: Tensor
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    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: running_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_var
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: save_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: save_var
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: epsilon
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_batch_norm_backward
  operator_name: miopen_batch_norm_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::miopen_batch_norm_backward(Tensor input, Tensor grad_output, Tensor weight, Tensor? running_mean, Tensor? running_var, Tensor? save_mean, Tensor? save_var, float epsilon) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
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    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
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    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_convolution
  operator_name: miopen_convolution
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::miopen_convolution(Tensor self, Tensor weight, Tensor? bias, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
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    name: self_size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
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    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
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    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_convolution_backward_input
  operator_name: miopen_convolution_backward_input
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::miopen_convolution_backward_input(int[] self_size, Tensor grad_output, Tensor weight, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: weight
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  - annotation: null
    dynamic_type: IntArrayRef
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    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
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    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
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    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
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    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
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    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
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    name: deterministic
    type: bool
  - annotation: null
    dynamic_type: std::array<bool,3>
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    name: output_mask
    type: std::array<bool,3>
  category_override: ''
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  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_convolution_backward
  operator_name: miopen_convolution_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::miopen_convolution_backward(Tensor self, Tensor grad_output, Tensor weight, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic, bool[3] output_mask) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_convolution_backward_bias
  operator_name: miopen_convolution_backward_bias
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::miopen_convolution_backward_bias(Tensor grad_output) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
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    name: weight_size
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  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
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    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
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    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
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    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_convolution_backward_weight
  operator_name: miopen_convolution_backward_weight
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::miopen_convolution_backward_weight(int[] weight_size, Tensor grad_output, Tensor self, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
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    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
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    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_convolution_transpose
  operator_name: miopen_convolution_transpose
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::miopen_convolution_transpose(Tensor self, Tensor weight, Tensor? bias, int[] padding, int[] output_padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
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    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
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    name: deterministic
    type: bool
  - annotation: null
    dynamic_type: std::array<bool,3>
    is_nullable: false
    name: output_mask
    type: std::array<bool,3>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_convolution_transpose_backward
  operator_name: miopen_convolution_transpose_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::miopen_convolution_transpose_backward(Tensor self, Tensor grad_output, Tensor weight, int[] padding, int[] output_padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic, bool[3] output_mask) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
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    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
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    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_convolution_transpose_backward_input
  operator_name: miopen_convolution_transpose_backward_input
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::miopen_convolution_transpose_backward_input(Tensor grad_output, Tensor weight, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
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    name: weight_size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_convolution_transpose_backward_weight
  operator_name: miopen_convolution_transpose_backward_weight
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::miopen_convolution_transpose_backward_weight(int[] weight_size, Tensor grad_output, Tensor self, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_depthwise_convolution
  operator_name: miopen_depthwise_convolution
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::miopen_depthwise_convolution(Tensor self, Tensor weight, Tensor? bias, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: self_size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
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    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
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    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
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    name: deterministic
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  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_depthwise_convolution_backward_input
  operator_name: miopen_depthwise_convolution_backward_input
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::miopen_depthwise_convolution_backward_input(int[] self_size, Tensor grad_output, Tensor weight, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  - annotation: null
    dynamic_type: std::array<bool,3>
    is_nullable: false
    name: output_mask
    type: std::array<bool,3>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_depthwise_convolution_backward
  operator_name: miopen_depthwise_convolution_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::miopen_depthwise_convolution_backward(Tensor self, Tensor grad_output, Tensor weight, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic, bool[3] output_mask) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: weight_size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: benchmark
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: deterministic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_depthwise_convolution_backward_weight
  operator_name: miopen_depthwise_convolution_backward_weight
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::miopen_depthwise_convolution_backward_weight(int[] weight_size, Tensor grad_output, Tensor self, int[] padding, int[] stride, int[] dilation, int groups, bool benchmark, bool deterministic) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: weight
    type: TensorList
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: weight_stride0
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: cx
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: mode
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: hidden_size
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: batch_first
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: batch_sizes
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: dropout_state
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_rnn
  operator_name: miopen_rnn
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  - dynamic_type: Tensor
    name: result3
    type: Tensor
  - dynamic_type: Tensor
    name: result4
    type: Tensor
  schema_string: aten::miopen_rnn(Tensor input, Tensor[] weight, int weight_stride0, Tensor hx, Tensor? cx, int mode, int hidden_size, int num_layers, bool batch_first, float dropout, bool train, bool bidirectional, int[] batch_sizes, Tensor? dropout_state) -> (Tensor, Tensor, Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
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    name: weight
    type: TensorList
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: weight_stride0
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight_buf
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: cx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: grad_hy
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: grad_cy
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: mode
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: hidden_size
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: batch_first
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: batch_sizes
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: dropout_state
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: reserve
    type: const Tensor &
  - annotation: null
    dynamic_type: std::array<bool,4>
    is_nullable: false
    name: output_mask
    type: std::array<bool,4>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: miopen_rnn_backward
  operator_name: miopen_rnn_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  - dynamic_type: TensorList
    name: result3
    type: std::vector<Tensor>
  schema_string: aten::miopen_rnn_backward(Tensor input, Tensor[] weight, int weight_stride0, Tensor weight_buf, Tensor hx, Tensor? cx, Tensor output, Tensor? grad_output, Tensor? grad_hy, Tensor? grad_cy, int mode, int hidden_size, int num_layers, bool batch_first, float dropout, bool train, bool bidirectional, int[] batch_sizes, Tensor? dropout_state, Tensor reserve, bool[4] output_mask) -> (Tensor, Tensor, Tensor, Tensor[])
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat2
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mm
  operator_name: mm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::mm(Tensor self, Tensor mat2) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat2
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mm_out
  operator_name: mm
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::mm.out(Tensor self, Tensor mat2, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: sparse
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: dense
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sparse_mm
  operator_name: _sparse_mm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_sparse_mm(Tensor sparse, Tensor dense) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: -1
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mode
  operator_name: mode
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor
  schema_string: aten::mode(Tensor self, int dim=-1, bool keepdim=False) -> (Tensor values, Tensor indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: values
    is_nullable: false
    kwarg_only: false
    name: values
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: indices
    is_nullable: false
    kwarg_only: false
    name: indices
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: -1
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mode_out
  operator_name: mode
  overload_name: values
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor &
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor &
  schema_string: aten::mode.values(Tensor self, int dim=-1, bool keepdim=False, *, Tensor(a!) values, Tensor(b!) indices) -> (Tensor(a!) values, Tensor(b!) indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mode
  operator_name: mode
  overload_name: dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor
  schema_string: aten::mode.dimname(Tensor self, Dimname dim, bool keepdim=False) -> (Tensor values, Tensor indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: values
    is_nullable: false
    kwarg_only: false
    name: values
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: indices
    is_nullable: false
    kwarg_only: false
    name: indices
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mode_out
  operator_name: mode
  overload_name: dimname_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor &
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor &
  schema_string: aten::mode.dimname_out(Tensor self, Dimname dim, bool keepdim=False, *, Tensor(a!) values, Tensor(b!) indices) -> (Tensor(a!) values, Tensor(b!) indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mul
  operator_name: mul
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::mul.Tensor(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: mul_
  operator_name: mul_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::mul_.Tensor(Tensor(a!) self, Tensor other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mul_out
  operator_name: mul
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::mul.out(Tensor self, Tensor other, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mul
  operator_name: mul
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::mul.Scalar(Tensor self, Scalar other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: mul_
  operator_name: mul_
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::mul_.Scalar(Tensor(a!) self, Scalar other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mv
  operator_name: mv
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::mv(Tensor self, Tensor vec) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mv_out
  operator_name: mv
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::mv.out(Tensor self, Tensor vec, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: p
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mvlgamma
  operator_name: mvlgamma
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::mvlgamma(Tensor self, int p) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: p
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: mvlgamma_
  operator_name: mvlgamma_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::mvlgamma_(Tensor(a!) self, int p) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: start
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: length
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: narrow_copy
  operator_name: narrow_copy
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::narrow_copy(Tensor self, int dim, int start, int length) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: start
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: length
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: narrow
  operator_name: narrow
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::narrow(Tensor(a) self, int dim, int start, int length) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: start
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: length
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: narrow
  operator_name: narrow
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::narrow.Tensor(Tensor(a) self, int dim, Tensor start, int length) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_var
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: training
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: momentum
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: native_batch_norm
  operator_name: native_batch_norm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::native_batch_norm(Tensor input, Tensor? weight, Tensor? bias, Tensor? running_mean, Tensor? running_var, bool training, float momentum, float eps) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: save_mean
    output: true
    type: Tensor &
  - allocate: true
    annotation: c!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: save_invstd
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_var
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: training
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: momentum
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: native_batch_norm_out
  operator_name: native_batch_norm
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  - dynamic_type: Tensor
    name: save_mean
    type: Tensor &
  - dynamic_type: Tensor
    name: save_invstd
    type: Tensor &
  schema_string: aten::native_batch_norm.out(Tensor input, Tensor? weight, Tensor? bias, Tensor? running_mean, Tensor? running_var, bool training, float momentum, float eps, *, Tensor(a!) out, Tensor(b!) save_mean, Tensor(c!) save_invstd) -> (Tensor(a!), Tensor(b!), Tensor(c!))
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: batch_norm_stats
  operator_name: batch_norm_stats
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::batch_norm_stats(Tensor input, float eps) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: invstd
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: batch_norm_elemt
  operator_name: batch_norm_elemt
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::batch_norm_elemt(Tensor input, Tensor? weight, Tensor? bias, Tensor mean, Tensor invstd, float eps) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: invstd
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: batch_norm_elemt_out
  operator_name: batch_norm_elemt
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::batch_norm_elemt.out(Tensor input, Tensor? weight, Tensor? bias, Tensor mean, Tensor invstd, float eps, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: invstd
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_var
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: momentum
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: count
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: batch_norm_gather_stats
  operator_name: batch_norm_gather_stats
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::batch_norm_gather_stats(Tensor input, Tensor mean, Tensor invstd, Tensor? running_mean, Tensor? running_var, float momentum, float eps, int count) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: invstd
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_var
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: momentum
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: counts
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: batch_norm_gather_stats_with_counts
  operator_name: batch_norm_gather_stats_with_counts
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::batch_norm_gather_stats_with_counts(Tensor input, Tensor mean, Tensor invstd, Tensor? running_mean, Tensor? running_var, float momentum, float eps, int[] counts) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_out
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_var
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: save_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: save_invstd
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  - annotation: null
    dynamic_type: std::array<bool,3>
    is_nullable: false
    name: output_mask
    type: std::array<bool,3>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: native_batch_norm_backward
  operator_name: native_batch_norm_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::native_batch_norm_backward(Tensor grad_out, Tensor input, Tensor? weight, Tensor? running_mean, Tensor? running_var, Tensor? save_mean, Tensor? save_invstd, bool train, float eps, bool[3] output_mask) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_out
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: invstd
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: input_g
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: weight_g
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bias_g
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: batch_norm_backward_reduce
  operator_name: batch_norm_backward_reduce
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  - dynamic_type: Tensor
    name: result3
    type: Tensor
  schema_string: aten::batch_norm_backward_reduce(Tensor grad_out, Tensor input, Tensor mean, Tensor invstd, Tensor? weight, bool input_g, bool weight_g, bool bias_g) -> (Tensor, Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_out
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: invstd
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mean_dy
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mean_dy_xmu
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: batch_norm_backward_elemt
  operator_name: batch_norm_backward_elemt
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::batch_norm_backward_elemt(Tensor grad_out, Tensor input, Tensor mean, Tensor invstd, Tensor? weight, Tensor mean_dy, Tensor mean_dy_xmu) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: running_var
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: momentum
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: batch_norm_update_stats
  operator_name: batch_norm_update_stats
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::batch_norm_update_stats(Tensor input, Tensor? running_mean, Tensor? running_var, float momentum) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments: []
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _nnpack_available
  operator_name: _nnpack_available
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::_nnpack_available() -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _nnpack_spatial_convolution
  operator_name: _nnpack_spatial_convolution
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_nnpack_spatial_convolution(Tensor input, Tensor weight, Tensor? bias, int[2] padding, int[2] stride=1) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: std::array<bool,3>
    is_nullable: false
    name: output_mask
    type: std::array<bool,3>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _nnpack_spatial_convolution_backward
  operator_name: _nnpack_spatial_convolution_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::_nnpack_spatial_convolution_backward(Tensor input, Tensor grad_output, Tensor weight, int[2] padding, bool[3] output_mask) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _nnpack_spatial_convolution_backward_input
  operator_name: _nnpack_spatial_convolution_backward_input
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_nnpack_spatial_convolution_backward_input(Tensor input, Tensor grad_output, Tensor weight, int[2] padding) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: weightsize
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _nnpack_spatial_convolution_backward_weight
  operator_name: _nnpack_spatial_convolution_backward_weight
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_nnpack_spatial_convolution_backward_weight(Tensor input, int[] weightsize, Tensor grad_output, int[2] padding) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: true
    kwarg_only: true
    name: names
    type: c10::optional<DimnameList>
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: ones
  operator_name: ones
  overload_name: names
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::ones.names(int[] size, *, Dimname[]? names, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: ones
  operator_name: ones
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::ones(int[] size, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: ones_out
  operator_name: ones
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::ones.out(int[] size, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: ones_like
  operator_name: ones_like
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::ones_like(Tensor self, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None, MemoryFormat? memory_format=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: x1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: x2
    type: const Tensor &
  - annotation: null
    default: 2
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  - annotation: null
    default: 1.0e-06
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: pairwise_distance
  operator_name: pairwise_distance
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::pairwise_distance(Tensor x1, Tensor x2, float p=2, float eps=1e-06, bool keepdim=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: x1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: x2
    type: const Tensor &
  - annotation: null
    default: 2
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  - annotation: null
    default: c10::nullopt
    dynamic_type: int64_t
    is_nullable: true
    name: compute_mode
    type: c10::optional<int64_t>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cdist
  operator_name: cdist
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cdist(Tensor x1, Tensor x2, float p=2, int? compute_mode=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: x1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: x2
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  - annotation: null
    dynamic_type: int64_t
    is_nullable: true
    name: compute_mode
    type: c10::optional<int64_t>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cdist_forward
  operator_name: _cdist_forward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cdist_forward(Tensor x1, Tensor x2, float p, int? compute_mode) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: x1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: x2
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: cdist
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cdist_backward
  operator_name: _cdist_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cdist_backward(Tensor grad, Tensor x1, Tensor x2, float p, Tensor cdist) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 2
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: pdist
  operator_name: pdist
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::pdist(Tensor self, float p=2) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 2
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _pdist_forward
  operator_name: _pdist_forward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_pdist_forward(Tensor self, float p=2) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: pdist
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _pdist_backward
  operator_name: _pdist_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_pdist_backward(Tensor grad, Tensor self, float p, Tensor pdist) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: x1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: x2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: 1.0e-08
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cosine_similarity
  operator_name: cosine_similarity
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cosine_similarity(Tensor x1, Tensor x2, int dim=1, float eps=1e-08) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dims
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: permute
  operator_name: permute
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::permute(Tensor(a) self, int[] dims) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: numpy_T
  operator_name: numpy_T
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::numpy_T(Tensor(a) self) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: upscale_factor
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: pixel_shuffle
  operator_name: pixel_shuffle
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::pixel_shuffle(Tensor self, int upscale_factor) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: is_pinned
  operator_name: is_pinned
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::is_pinned(Tensor self) -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: pin_memory
  operator_name: pin_memory
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::pin_memory(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 1.0e-15
    dynamic_type: double
    is_nullable: false
    name: rcond
    type: double
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: pinverse
  operator_name: pinverse
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::pinverse(Tensor self, float rcond=1e-15) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: target
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: log_input
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: full
    type: bool
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: poisson_nll_loss
  operator_name: poisson_nll_loss
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::poisson_nll_loss(Tensor input, Tensor target, bool log_input, bool full, float eps, int reduction) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: s
    type: Scalar
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: scalar_tensor
  operator_name: scalar_tensor
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::scalar_tensor(Scalar s, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: true
    kwarg_only: true
    name: names
    type: c10::optional<DimnameList>
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rand
  operator_name: rand
  overload_name: names
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rand.names(int[] size, *, Dimname[]? names, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: true
    kwarg_only: true
    name: names
    type: c10::optional<DimnameList>
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rand
  operator_name: rand
  overload_name: generator_with_names
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rand.generator_with_names(int[] size, *, Generator? generator, Dimname[]? names, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rand
  operator_name: rand
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rand(int[] size, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rand
  operator_name: rand
  overload_name: generator
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rand.generator(int[] size, *, Generator? generator, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rand_out
  operator_name: rand
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::rand.out(int[] size, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rand_out
  operator_name: rand
  overload_name: generator_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::rand.generator_out(int[] size, *, Generator? generator, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rand_like
  operator_name: rand_like
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rand_like(Tensor self, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None, MemoryFormat? memory_format=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: high
    type: int64_t
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randint
  operator_name: randint
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::randint(int high, int[] size, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: high
    type: int64_t
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randint
  operator_name: randint
  overload_name: generator
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::randint.generator(int high, int[] size, *, Generator? generator, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: low
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: high
    type: int64_t
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randint
  operator_name: randint
  overload_name: low
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::randint.low(int low, int high, int[] size, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: low
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: high
    type: int64_t
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randint
  operator_name: randint
  overload_name: low_generator
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::randint.low_generator(int low, int high, int[] size, *, Generator? generator, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: high
    type: int64_t
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randint_out
  operator_name: randint
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::randint.out(int high, int[] size, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: high
    type: int64_t
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randint_out
  operator_name: randint
  overload_name: generator_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::randint.generator_out(int high, int[] size, *, Generator? generator, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: low
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: high
    type: int64_t
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randint_out
  operator_name: randint
  overload_name: low_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::randint.low_out(int low, int high, int[] size, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: low
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: high
    type: int64_t
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randint_out
  operator_name: randint
  overload_name: low_generator_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::randint.low_generator_out(int low, int high, int[] size, *, Generator? generator, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: high
    type: int64_t
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randint_like
  operator_name: randint_like
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::randint_like(Tensor self, int high, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None, MemoryFormat? memory_format=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: low
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: high
    type: int64_t
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randint_like
  operator_name: randint_like
  overload_name: low_dtype
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::randint_like.low_dtype(Tensor self, int low, int high, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None, MemoryFormat? memory_format=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randn
  operator_name: randn
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::randn(int[] size, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randn
  operator_name: randn
  overload_name: generator
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::randn.generator(int[] size, *, Generator? generator, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: true
    kwarg_only: true
    name: names
    type: c10::optional<DimnameList>
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randn
  operator_name: randn
  overload_name: names
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::randn.names(int[] size, *, Dimname[]? names, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: true
    kwarg_only: true
    name: names
    type: c10::optional<DimnameList>
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randn
  operator_name: randn
  overload_name: generator_with_names
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::randn.generator_with_names(int[] size, *, Generator? generator, Dimname[]? names, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randn_out
  operator_name: randn
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::randn.out(int[] size, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randn_out
  operator_name: randn
  overload_name: generator_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::randn.generator_out(int[] size, *, Generator? generator, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randn_like
  operator_name: randn_like
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::randn_like(Tensor self, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None, MemoryFormat? memory_format=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: n
    type: int64_t
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randperm
  operator_name: randperm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::randperm(int n, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: n
    type: int64_t
  - annotation: null
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randperm
  operator_name: randperm
  overload_name: generator
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::randperm.generator(int n, *, Generator? generator, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: n
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randperm_out
  operator_name: randperm
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::randperm.out(int n, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: n
    type: int64_t
  - annotation: null
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: randperm_out
  operator_name: randperm
  overload_name: generator_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::randperm.generator_out(int n, *, Generator? generator, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: start
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: end
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    name: step
    type: Scalar
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: range
  operator_name: range
  overload_name: step
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::range.step(Scalar start, Scalar end, Scalar step=1, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: start
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: end
    type: Scalar
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: range
  operator_name: range
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::range(Scalar start, Scalar end, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: start
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: end
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    name: step
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: range_out
  operator_name: range
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::range.out(Scalar start, Scalar end, Scalar step=1, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: reciprocal
  operator_name: reciprocal
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::reciprocal(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: reciprocal_
  operator_name: reciprocal_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::reciprocal_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: reciprocal_out
  operator_name: reciprocal
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::reciprocal.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: neg
  operator_name: neg
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::neg(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: neg_
  operator_name: neg_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::neg_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: neg_out
  operator_name: neg
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::neg.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: repeats
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: repeat
  operator_name: repeat
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  with_gil: false
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  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: repeats
    type: const Tensor &
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: repeat_interleave
  operator_name: repeat_interleave
  overload_name: Tensor
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: repeats
    type: const Tensor &
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    default: c10::nullopt
    dynamic_type: int64_t
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    name: dim
    type: c10::optional<int64_t>
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
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  mode: native
  name: repeat_interleave
  operator_name: repeat_interleave
  overload_name: self_Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: repeats
    type: int64_t
  - annotation: null
    default: c10::nullopt
    dynamic_type: int64_t
    is_nullable: true
    name: dim
    type: c10::optional<int64_t>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: repeat_interleave
  operator_name: repeat_interleave
  overload_name: self_int
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: shape
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: reshape
  operator_name: reshape
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: shape
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: false
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: _mkldnn_reshape
  operator_name: _mkldnn_reshape
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: reshape_as
  operator_name: reshape_as
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::reshape_as(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: round
  operator_name: round
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::round(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: round_
  operator_name: round_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::round_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: round_out
  operator_name: round
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::round.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 0.125
    dynamic_type: Scalar
    is_nullable: false
    name: lower
    type: Scalar
  - annotation: null
    default: 0.3333333333333333
    dynamic_type: Scalar
    is_nullable: false
    name: upper
    type: Scalar
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: training
    type: bool
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rrelu
  operator_name: rrelu
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rrelu(Tensor self, Scalar lower=0.125, Scalar upper=0.3333333333333333, bool training=False, Generator? generator=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    default: 0.125
    dynamic_type: Scalar
    is_nullable: false
    name: lower
    type: Scalar
  - annotation: null
    default: 0.3333333333333333
    dynamic_type: Scalar
    is_nullable: false
    name: upper
    type: Scalar
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: training
    type: bool
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rrelu_
  operator_name: rrelu_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::rrelu_(Tensor(a!) self, Scalar lower=0.125, Scalar upper=0.3333333333333333, bool training=False, Generator? generator=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: relu
  operator_name: relu
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: relu_
  operator_name: relu_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::relu_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: prelu
  operator_name: prelu
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: prelu_backward
  operator_name: prelu_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: gelu
  operator_name: gelu
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: gelu_backward
  operator_name: gelu_backward
  overload_name: ''
  python_module: nn
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  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 0.5
    dynamic_type: Scalar
    is_nullable: false
    name: lambd
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hardshrink
  operator_name: hardshrink
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_out
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: lambd
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hardshrink_backward
  operator_name: hardshrink_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::hardshrink_backward(Tensor grad_out, Tensor self, Scalar lambd) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rsqrt
  operator_name: rsqrt
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rsqrt(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rsqrt_
  operator_name: rsqrt_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::rsqrt_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rsqrt_out
  operator_name: rsqrt
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::rsqrt.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: index
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: select
  operator_name: select
  overload_name: Dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::select.Dimname(Tensor(a) self, Dimname dim, int index) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: index
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: select
  operator_name: select
  overload_name: int
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::select.int(Tensor(a) self, int dim, int index) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: selu
  operator_name: selu
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::selu(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: selu_
  operator_name: selu_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::selu_(Tensor(a!) self) -> Tensor(a!)
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    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    default: 1.0
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    name: alpha
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  device_guard: true
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  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: celu
  operator_name: celu
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::celu(Tensor self, Scalar alpha=1.0) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    default: 1.0
    dynamic_type: Scalar
    is_nullable: false
    name: alpha
    type: Scalar
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  device_guard: true
  inplace: true
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  manual_kernel_registration: false
  matches_jit_signature: true
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: celu_
  operator_name: celu_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::celu_(Tensor(a!) self, Scalar alpha=1.0) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
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  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sigmoid
  operator_name: sigmoid
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sigmoid(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sigmoid_
  operator_name: sigmoid_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::sigmoid_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
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    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: sigmoid_out
  operator_name: sigmoid
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::sigmoid.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sin
  operator_name: sin
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sin(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sin_
  operator_name: sin_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::sin_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sin_out
  operator_name: sin
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::sin.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sinh
  operator_name: sinh
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sinh(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sinh_
  operator_name: sinh_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::sinh_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sinh_out
  operator_name: sinh
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::sinh.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: true
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: detach
  operator_name: detach
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::detach(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: true
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: detach_
  operator_name: detach_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::detach_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: size
  operator_name: size
  overload_name: int
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::size.int(Tensor self, int dim) -> int
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: size
  operator_name: size
  overload_name: Dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::size.Dimname(Tensor self, Dimname dim) -> int
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: start
    type: int64_t
  - annotation: null
    default: 9223372036854775807
    dynamic_type: int64_t
    is_nullable: false
    name: end
    type: int64_t
  - annotation: null
    default: 1
    dynamic_type: int64_t
    is_nullable: false
    name: step
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slice
  operator_name: slice
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::slice.Tensor(Tensor(a) self, int dim=0, int start=0, int end=9223372036854775807, int step=1) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slogdet
  operator_name: slogdet
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: sign
    name: sign
    type: Tensor
  - dynamic_type: Tensor
    field_name: logabsdet
    name: logabsdet
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat2
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: smm
  operator_name: smm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::smm(Tensor self, Tensor mat2) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
    is_nullable: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: softmax
  operator_name: softmax
  overload_name: int
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
    is_nullable: true
    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
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  method_prefix_derived: ''
  mode: native
  name: softmax
  operator_name: softmax
  overload_name: Dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::softmax.Dimname(Tensor self, Dimname dim, *, ScalarType? dtype=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
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    dynamic_type: bool
    is_nullable: false
    name: half_to_float
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: _softmax
  operator_name: _softmax
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_softmax(Tensor self, int dim, bool half_to_float) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: output
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _softmax_backward_data
  operator_name: _softmax_backward_data
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_softmax_backward_data(Tensor grad_output, Tensor output, int dim, Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: split_size
    type: int64_t
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: split
  operator_name: split
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: TensorList
    name: result
    type: std::vector<Tensor>
  schema_string: aten::split.Tensor(Tensor(a) self, int split_size, int dim=0) -> Tensor(a)[]
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: split_sizes
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: split_with_sizes
  operator_name: split_with_sizes
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: TensorList
    name: result
    type: std::vector<Tensor>
  schema_string: aten::split_with_sizes(Tensor self, int[] split_sizes, int dim=0) -> Tensor[]
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: squeeze
  operator_name: squeeze
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::squeeze(Tensor(a) self) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: squeeze
  operator_name: squeeze
  overload_name: dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::squeeze.dim(Tensor(a) self, int dim) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: squeeze
  operator_name: squeeze
  overload_name: dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::squeeze.dimname(Tensor(a) self, Dimname dim) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: squeeze_
  operator_name: squeeze_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::squeeze_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: squeeze_
  operator_name: squeeze_
  overload_name: dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::squeeze_.dim(Tensor(a!) self, int dim) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: squeeze_
  operator_name: squeeze_
  overload_name: dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::squeeze_.dimname(Tensor(a!) self, Dimname dim) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sspaddmm
  operator_name: sspaddmm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sspaddmm(Tensor self, Tensor mat1, Tensor mat2, *, Scalar beta=1, Scalar alpha=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sspaddmm_out
  operator_name: sspaddmm
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::sspaddmm.out(Tensor self, Tensor mat1, Tensor mat2, *, Scalar beta=1, Scalar alpha=1, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: tensors
    type: TensorList
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: stack
  operator_name: stack
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::stack(Tensor[] tensors, int dim=0) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: tensors
    type: TensorList
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: stack_out
  operator_name: stack
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::stack.out(Tensor[] tensors, int dim=0, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: n_fft
    type: int64_t
  - annotation: null
    default: c10::nullopt
    dynamic_type: int64_t
    is_nullable: true
    name: hop_length
    type: c10::optional<int64_t>
  - annotation: null
    default: c10::nullopt
    dynamic_type: int64_t
    is_nullable: true
    name: win_length
    type: c10::optional<int64_t>
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: window
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: normalized
    type: bool
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: onesided
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: stft
  operator_name: stft
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::stft(Tensor self, int n_fft, int? hop_length=None, int? win_length=None, Tensor? window=None, bool normalized=False, bool onesided=True) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: stride
  operator_name: stride
  overload_name: int
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::stride.int(Tensor self, int dim) -> int
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: stride
  operator_name: stride
  overload_name: Dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::stride.Dimname(Tensor self, Dimname dim) -> int
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
    is_nullable: true
    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sum
  operator_name: sum
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sum(Tensor self, *, ScalarType? dtype=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    size: 1
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
    is_nullable: true
    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sum
  operator_name: sum
  overload_name: dim_IntList
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sum.dim_IntList(Tensor self, int[1] dim, bool keepdim=False, *, ScalarType? dtype=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: dim
    size: 1
    type: DimnameList
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
    is_nullable: true
    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sum
  operator_name: sum
  overload_name: dim_DimnameList
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sum.dim_DimnameList(Tensor self, Dimname[1] dim, bool keepdim=False, *, ScalarType? dtype=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    size: 1
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
    is_nullable: true
    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sum_out
  operator_name: sum
  overload_name: IntList_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::sum.IntList_out(Tensor self, int[1] dim, bool keepdim=False, *, ScalarType? dtype=None, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: dim
    size: 1
    type: DimnameList
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
    is_nullable: true
    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sum_out
  operator_name: sum
  overload_name: DimnameList_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::sum.DimnameList_out(Tensor self, Dimname[1] dim, bool keepdim=False, *, ScalarType? dtype=None, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: sum_to_size
  operator_name: sum_to_size
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sum_to_size(Tensor self, int[] size) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sqrt
  operator_name: sqrt
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sqrt(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sqrt_
  operator_name: sqrt_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::sqrt_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sqrt_out
  operator_name: sqrt
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::sqrt.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: square
  operator_name: square
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::square(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: square_
  operator_name: square_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::square_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: unbiased
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: std
  operator_name: std
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::std(Tensor self, bool unbiased=True) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    size: 1
    type: IntArrayRef
  - annotation: null
    default: true
    dynamic_type: bool
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    name: unbiased
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: std
  operator_name: std
  overload_name: dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::std.dim(Tensor self, int[1] dim, bool unbiased=True, bool keepdim=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: unbiased
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: std_mean
  operator_name: std_mean
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    size: 1
    type: IntArrayRef
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: unbiased
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
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    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: std_mean
  operator_name: std_mean
  overload_name: dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: dim
    size: 1
    type: DimnameList
  - annotation: null
    default: true
    dynamic_type: bool
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    name: unbiased
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
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    name: keepdim
    type: bool
  category_override: ''
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  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: std_mean
  operator_name: std_mean
  overload_name: names_dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::std_mean.names_dim(Tensor self, Dimname[1] dim, bool unbiased=True, bool keepdim=False) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
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    annotation: a!
    dynamic_type: Tensor
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    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
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    name: dim
    size: 1
    type: IntArrayRef
  - annotation: null
    default: true
    dynamic_type: bool
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    name: unbiased
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
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    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: std_out
  operator_name: std
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::std.out(Tensor self, int[1] dim, bool unbiased=True, bool keepdim=False, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: dim
    size: 1
    type: DimnameList
  - annotation: null
    default: true
    dynamic_type: bool
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    name: unbiased
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: std
  operator_name: std
  overload_name: names_dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
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    name: dim
    size: 1
    type: DimnameList
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: unbiased
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: std_out
  operator_name: std
  overload_name: names_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::std.names_out(Tensor self, Dimname[1] dim, bool unbiased=True, bool keepdim=False, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
    is_nullable: true
    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: prod
  operator_name: prod
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
    is_nullable: true
    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: prod
  operator_name: prod
  overload_name: dim_int
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
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    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
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    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
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    default: c10::nullopt
    dynamic_type: ScalarType
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    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: prod_out
  operator_name: prod
  overload_name: int_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::prod.int_out(Tensor self, int dim, bool keepdim=False, *, ScalarType? dtype=None, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
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    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
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    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
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  method_prefix_derived: ''
  mode: native
  name: prod
  operator_name: prod
  overload_name: dim_Dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
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    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  - annotation: null
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    dynamic_type: ScalarType
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    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: prod_out
  operator_name: prod
  overload_name: Dimname_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::prod.Dimname_out(Tensor self, Dimname dim, bool keepdim=False, *, ScalarType? dtype=None, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: t
  operator_name: t
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: t_
  operator_name: t_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::t_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: tan
  operator_name: tan
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::tan(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: tan_
  operator_name: tan_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::tan_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: tan_out
  operator_name: tan
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::tan.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: tanh
  operator_name: tanh
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::tanh(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: tanh_
  operator_name: tanh_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::tanh_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: tanh_out
  operator_name: tanh
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::tanh.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dims_self
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dims_other
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: tensordot
  operator_name: tensordot
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::tensordot(Tensor self, Tensor other, int[] dims_self, int[] dims_other) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: threshold
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: value
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: threshold
  operator_name: threshold
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::threshold(Tensor self, Scalar threshold, Scalar value) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
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    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: threshold
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
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    name: value
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  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: threshold_
  operator_name: threshold_
  overload_name: ''
  python_module: ''
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  returns:
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    name: self
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
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    annotation: a!
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    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: threshold
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
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    name: value
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  device_guard: true
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  matches_jit_signature: true
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: threshold_out
  operator_name: threshold
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::threshold.out(Tensor self, Scalar threshold, Scalar value, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
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  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: threshold
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  device_guard: true
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: threshold_backward
  operator_name: threshold_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
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    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
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    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
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    name: dim0
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim1
    type: int64_t
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  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: transpose
  operator_name: transpose
  overload_name: int
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
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    dynamic_type: Dimname
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    name: dim0
    type: Dimname
  - annotation: null
    dynamic_type: Dimname
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    name: dim1
    type: Dimname
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: transpose
  operator_name: transpose
  overload_name: Dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim0
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim1
    type: int64_t
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  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: _mkldnn_transpose
  operator_name: _mkldnn_transpose
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim0
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim1
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  method_prefix_derived: ''
  mode: native
  name: transpose_
  operator_name: transpose_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::transpose_(Tensor(a!) self, int dim0, int dim1) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim0
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim1
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _mkldnn_transpose_
  operator_name: _mkldnn_transpose_
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: -1
    dynamic_type: int64_t
    is_nullable: false
    name: num_classes
    type: int64_t
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  device_guard: true
  inplace: false
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: one_hot
  operator_name: one_hot
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dims
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: flip
  operator_name: flip
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::flip(Tensor self, int[] dims) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: shifts
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    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dims
    size: 1
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: roll
  operator_name: roll
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::roll(Tensor self, int[1] shifts, int[1] dims=[]) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: int64_t
    is_nullable: false
    name: k
    type: int64_t
  - annotation: null
    default: '{0,1}'
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dims
    type: IntArrayRef
  category_override: ''
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  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rot90
  operator_name: rot90
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rot90(Tensor self, int k=1, int[] dims=[0,1]) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: y
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: x
    type: const Tensor &
  - annotation: null
    default: -1
    dynamic_type: int64_t
    is_nullable: false
    kwarg_only: true
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: trapz
  operator_name: trapz
  overload_name: x
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::trapz.x(Tensor y, Tensor x, *, int dim=-1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: y
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: double
    is_nullable: false
    kwarg_only: true
    name: dx
    type: double
  - annotation: null
    default: -1
    dynamic_type: int64_t
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    kwarg_only: true
    name: dim
    type: int64_t
  category_override: ''
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  device_guard: true
  inplace: false
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: trapz
  operator_name: trapz
  overload_name: dx
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::trapz.dx(Tensor y, *, float dx=1, int dim=-1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
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    dynamic_type: Tensor
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    name: i1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: i2
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: i3
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: expand1
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: expand2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: expand3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: sumdim
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: int64_t
    is_nullable: false
    name: unroll_dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: _trilinear
  operator_name: _trilinear
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
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    dynamic_type: Tensor
    is_nullable: false
    name: anchor
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: positive
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: negative
    type: const Tensor &
  - annotation: null
    default: 1.0
    dynamic_type: double
    is_nullable: false
    name: margin
    type: double
  - annotation: null
    default: 2
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  - annotation: null
    default: 1.0e-06
    dynamic_type: double
    is_nullable: false
    name: eps
    type: double
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: swap
    type: bool
  - annotation: null
    default: at::Reduction::Mean
    dynamic_type: int64_t
    is_nullable: false
    name: reduction
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: triplet_margin_loss
  operator_name: triplet_margin_loss
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::triplet_margin_loss(Tensor anchor, Tensor positive, Tensor negative, float margin=1.0, float p=2, float eps=1e-06, bool swap=False, int reduction=Mean) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: true_divide
  operator_name: true_divide
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::true_divide.Tensor(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: true_divide_out
  operator_name: true_divide
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::true_divide.out(Tensor self, Tensor other, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: true_divide
  operator_name: true_divide
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::true_divide.Scalar(Tensor self, Scalar other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: trunc
  operator_name: trunc
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::trunc(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: trunc_
  operator_name: trunc_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::trunc_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: trunc_out
  operator_name: trunc
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::trunc.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: type_as
  operator_name: type_as
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::type_as(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: from
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _has_compatible_shallow_copy_type
  operator_name: _has_compatible_shallow_copy_type
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::_has_compatible_shallow_copy_type(Tensor self, Tensor from) -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: sorted
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: return_inverse
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _unique
  operator_name: _unique
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_unique(Tensor self, bool sorted=True, bool return_inverse=False) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: sorted
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: return_inverse
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: return_counts
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: unique_dim
  operator_name: unique_dim
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::unique_dim(Tensor self, int dim, bool sorted=True, bool return_inverse=False, bool return_counts=False) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: return_inverse
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: return_counts
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: int64_t
    is_nullable: true
    name: dim
    type: c10::optional<int64_t>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: unique_consecutive
  operator_name: unique_consecutive
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::unique_consecutive(Tensor self, bool return_inverse=False, bool return_counts=False, int? dim=None) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: return_inverse
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: return_counts
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: unique_dim_consecutive
  operator_name: unique_dim_consecutive
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::unique_dim_consecutive(Tensor self, int dim, bool return_inverse=False, bool return_counts=False) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: sorted
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: return_inverse
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: return_counts
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _unique2
  operator_name: _unique2
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::_unique2(Tensor self, bool sorted=True, bool return_inverse=False, bool return_counts=False) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _unsafe_view
  operator_name: _unsafe_view
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_unsafe_view(Tensor self, int[] size) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: unsqueeze
  operator_name: unsqueeze
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::unsqueeze(Tensor(a) self, int dim) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: unsqueeze_
  operator_name: unsqueeze_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::unsqueeze_(Tensor(a!) self, int dim) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: unbiased
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: var
  operator_name: var
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::var(Tensor self, bool unbiased=True) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    size: 1
    type: IntArrayRef
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: unbiased
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: var
  operator_name: var
  overload_name: dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::var.dim(Tensor self, int[1] dim, bool unbiased=True, bool keepdim=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    size: 1
    type: IntArrayRef
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: unbiased
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: var_out
  operator_name: var
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::var.out(Tensor self, int[1] dim, bool unbiased=True, bool keepdim=False, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: dim
    size: 1
    type: DimnameList
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: unbiased
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: var
  operator_name: var
  overload_name: names_dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::var.names_dim(Tensor self, Dimname[1] dim, bool unbiased=True, bool keepdim=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: dim
    size: 1
    type: DimnameList
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: unbiased
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: var_out
  operator_name: var
  overload_name: names_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::var.names_out(Tensor self, Dimname[1] dim, bool unbiased=True, bool keepdim=False, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: unbiased
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: var_mean
  operator_name: var_mean
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::var_mean(Tensor self, bool unbiased=True) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    size: 1
    type: IntArrayRef
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: unbiased
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: var_mean
  operator_name: var_mean
  overload_name: dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::var_mean.dim(Tensor self, int[1] dim, bool unbiased=True, bool keepdim=False) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: false
    name: dim
    size: 1
    type: DimnameList
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: unbiased
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: var_mean
  operator_name: var_mean
  overload_name: names_dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::var_mean.names_dim(Tensor self, Dimname[1] dim, bool unbiased=True, bool keepdim=False) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: view_as
  operator_name: view_as
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::view_as(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: condition
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: where
  operator_name: where
  overload_name: self
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::where.self(Tensor condition, Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: condition
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: where
  operator_name: where
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: TensorList
    name: result
    type: std::vector<Tensor>
  schema_string: aten::where(Tensor condition) -> Tensor[]
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: condition
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _s_where
  operator_name: _s_where
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_s_where(Tensor condition, Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: v
    type: const Tensor &
  - annotation: null
    default: 2
    dynamic_type: int64_t
    is_nullable: false
    name: pow
    type: int64_t
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
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  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: norm_except_dim
  operator_name: norm_except_dim
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::norm_except_dim(Tensor v, int pow=2, int dim=0) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: v
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: g
    type: const Tensor &
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _weight_norm
  operator_name: _weight_norm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_weight_norm(Tensor v, Tensor g, int dim=0) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: v
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: g
    type: const Tensor &
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _weight_norm_cuda_interface
  operator_name: _weight_norm_cuda_interface
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_weight_norm_cuda_interface(Tensor v, Tensor g, int dim=0) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_w
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: saved_v
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: saved_g
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: saved_norms
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _weight_norm_cuda_interface_backward
  operator_name: _weight_norm_cuda_interface_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_weight_norm_cuda_interface_backward(Tensor grad_w, Tensor saved_v, Tensor saved_g, Tensor saved_norms, int dim) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_w
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: saved_v
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: saved_g
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: saved_norms
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _weight_norm_differentiable_backward
  operator_name: _weight_norm_differentiable_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_weight_norm_differentiable_backward(Tensor grad_w, Tensor saved_v, Tensor saved_g, Tensor saved_norms, int dim) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: DimnameList
    is_nullable: true
    kwarg_only: true
    name: names
    type: c10::optional<DimnameList>
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: zeros
  operator_name: zeros
  overload_name: names
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::zeros.names(int[] size, *, Dimname[]? names, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: zeros
  operator_name: zeros
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::zeros(int[] size, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: zeros_out
  operator_name: zeros
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::zeros.out(int[] size, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: zeros_like
  operator_name: zeros_like
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::zeros_like(Tensor self, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None, MemoryFormat? memory_format=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: output
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _standard_gamma_grad
  operator_name: _standard_gamma_grad
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_standard_gamma_grad(Tensor self, Tensor output) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _standard_gamma
  operator_name: _standard_gamma
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_standard_gamma(Tensor self, Generator? generator=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: x
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: alpha
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: total
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _dirichlet_grad
  operator_name: _dirichlet_grad
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_dirichlet_grad(Tensor x, Tensor alpha, Tensor total) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sample_dirichlet
  operator_name: _sample_dirichlet
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_sample_dirichlet(Tensor self, Generator? generator=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: poisson
  operator_name: poisson
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::poisson(Tensor self, Generator? generator=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 2
    dynamic_type: Scalar
    is_nullable: false
    name: p
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: native_norm
  operator_name: native_norm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::native_norm(Tensor self, Scalar p=2) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sparse_sum
  operator_name: _sparse_sum
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_sparse_sum(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: ScalarType
    is_nullable: false
    kwarg_only: true
    name: dtype
    type: ScalarType
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sparse_sum
  operator_name: _sparse_sum
  overload_name: dtype
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_sparse_sum.dtype(Tensor self, *, ScalarType dtype) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    size: 1
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sparse_sum
  operator_name: _sparse_sum
  overload_name: dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_sparse_sum.dim(Tensor self, int[1] dim) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    size: 1
    type: IntArrayRef
  - annotation: null
    dynamic_type: ScalarType
    is_nullable: false
    kwarg_only: true
    name: dtype
    type: ScalarType
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sparse_sum
  operator_name: _sparse_sum
  overload_name: dim_dtype
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_sparse_sum.dim_dtype(Tensor self, int[1] dim, *, ScalarType dtype) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sparse_sum_backward
  operator_name: _sparse_sum_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_sparse_sum_backward(Tensor grad, Tensor self, int[] dim) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: true
    name: p
    type: c10::optional<Scalar>
  - annotation: null
    dynamic_type: ScalarType
    is_nullable: false
    kwarg_only: true
    name: dtype
    type: ScalarType
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: norm
  operator_name: norm
  overload_name: ScalarOpt_dtype
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::norm.ScalarOpt_dtype(Tensor self, Scalar? p, *, ScalarType dtype) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 2
    dynamic_type: Scalar
    is_nullable: false
    name: p
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: norm
  operator_name: norm
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::norm.Scalar(Tensor self, Scalar p=2) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: true
    name: p
    type: c10::optional<Scalar>
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dim
    size: 1
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  - annotation: null
    dynamic_type: ScalarType
    is_nullable: false
    kwarg_only: true
    name: dtype
    type: ScalarType
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: norm
  operator_name: norm
  overload_name: ScalarOpt_dim_dtype
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::norm.ScalarOpt_dim_dtype(Tensor self, Scalar? p, int[1] dim, bool keepdim, *, ScalarType dtype) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: true
    name: p
    type: c10::optional<Scalar>
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    type: Tensor
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  - annotation: null
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  method_of:
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  method_prefix_derived: ''
  mode: native
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  python_module: ''
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    name: out
    type: Tensor &
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  method_of:
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  method_prefix_derived: ''
  mode: native
  name: norm_out
  operator_name: norm
  overload_name: out
  python_module: ''
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  returns:
  - dynamic_type: Tensor
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    type: Tensor &
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  arguments:
  - annotation: null
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    dynamic_type: DimnameList
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  - annotation: null
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  method_of:
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  method_prefix_derived: ''
  mode: native
  name: norm
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  overload_name: names_ScalarOpt_dim_dtype
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  with_gil: false
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  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
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    name: dim
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    type: DimnameList
  - annotation: null
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  category_override: ''
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  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: norm
  operator_name: norm
  overload_name: names_ScalarOpt_dim
  python_module: ''
  requires_tensor: false
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  - dynamic_type: Tensor
    name: result
    type: Tensor
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- abstract: false
  arguments:
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    annotation: a!
    dynamic_type: Tensor
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    name: out
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  - annotation: null
    dynamic_type: Tensor
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    dynamic_type: Scalar
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    name: p
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  method_of:
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  method_prefix_derived: ''
  mode: native
  name: norm_out
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  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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  device_guard: true
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  method_of:
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  method_prefix_derived: ''
  mode: native
  name: norm_out
  operator_name: norm
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  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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    dynamic_type: Tensor
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    name: self
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  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: frobenius_norm
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  overload_name: ''
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  with_gil: false
- abstract: false
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  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
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  mode: native
  name: frobenius_norm
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  python_module: ''
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    type: Tensor
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  - annotation: null
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  method_of:
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  - dynamic_type: Tensor
    name: out
    type: Tensor &
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    dynamic_type: Tensor
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    name: self
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  method_of:
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  method_prefix_derived: ''
  mode: native
  name: nuclear_norm
  operator_name: nuclear_norm
  overload_name: ''
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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    annotation: a!
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    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: nuclear_norm_out
  operator_name: nuclear_norm
  overload_name: out
  python_module: ''
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  - dynamic_type: Tensor
    name: out
    type: Tensor &
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  with_gil: false
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  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
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    type: IntArrayRef
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  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: nuclear_norm
  operator_name: nuclear_norm
  overload_name: dim
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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    annotation: a!
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    name: out
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    dynamic_type: IntArrayRef
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    type: IntArrayRef
  - annotation: null
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  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: nuclear_norm_out
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  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
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  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: clone
  operator_name: clone
  overload_name: ''
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
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    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: the_template
    type: const Tensor &
  - annotation: null
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    dynamic_type: MemoryFormat
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    kwarg_only: true
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  manual_kernel_registration: true
  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: resize_as_
  operator_name: resize_as_
  overload_name: ''
  python_module: ''
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  - dynamic_type: Tensor
    name: self
    type: Tensor &
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    annotation: a!
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    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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    dynamic_type: Scalar
    is_nullable: false
    name: exponent
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: pow_out
  operator_name: pow
  overload_name: Tensor_Scalar_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::pow.Tensor_Scalar_out(Tensor self, Scalar exponent, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: exponent
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
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  method_prefix_derived: ''
  mode: native
  name: pow
  operator_name: pow
  overload_name: Tensor_Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::pow.Tensor_Scalar(Tensor self, Scalar exponent) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
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  method_prefix_derived: ''
  mode: native
  name: zero_
  operator_name: zero_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::zero_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
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    annotation: a!
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    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
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  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: sub_out
  operator_name: sub
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::sub.out(Tensor self, Tensor other, *, Scalar alpha=1, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  - annotation: null
    default: 1
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    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sub
  operator_name: sub
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sub.Tensor(Tensor self, Tensor other, *, Scalar alpha=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: sub_
  operator_name: sub_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::sub_.Tensor(Tensor(a!) self, Tensor other, *, Scalar alpha=1) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sub
  operator_name: sub
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sub.Scalar(Tensor self, Scalar other, Scalar alpha=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: sub_
  operator_name: sub_
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::sub_.Scalar(Tensor(a!) self, Scalar other, Scalar alpha=1) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rsub
  operator_name: rsub
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rsub.Tensor(Tensor self, Tensor other, *, Scalar alpha=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rsub
  operator_name: rsub
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rsub.Scalar(Tensor self, Scalar other, Scalar alpha=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: sparse
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: dense
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sparse_addmm
  operator_name: _sparse_addmm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_sparse_addmm(Tensor self, Tensor sparse, Tensor dense, *, Scalar beta=1, Scalar alpha=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: addmm_out
  operator_name: addmm
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::addmm.out(Tensor self, Tensor mat1, Tensor mat2, *, Scalar beta=1, Scalar alpha=1, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: addmm
  operator_name: addmm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::addmm(Tensor self, Tensor mat1, Tensor mat2, *, Scalar beta=1, Scalar alpha=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: addmm_
  operator_name: addmm_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::addmm_(Tensor(a!) self, Tensor mat1, Tensor mat2, *, Scalar beta=1, Scalar alpha=1) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sparse_coo_tensor
  operator_name: sparse_coo_tensor
  overload_name: size
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sparse_coo_tensor.size(int[] size, *, ScalarType dtype, Layout layout, Device device, bool pin_memory=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: values
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sparse_coo_tensor
  operator_name: sparse_coo_tensor
  overload_name: indices
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sparse_coo_tensor.indices(Tensor indices, Tensor values, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: values
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sparse_coo_tensor
  operator_name: sparse_coo_tensor
  overload_name: indices_size
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sparse_coo_tensor.indices_size(Tensor indices, Tensor values, int[] size, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: values
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sparse_coo_tensor_unsafe
  operator_name: _sparse_coo_tensor_unsafe
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_sparse_coo_tensor_unsafe(Tensor indices, Tensor values, int[] size, *, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: sparse_dim
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dense_dim
    type: int64_t
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sparse_coo_tensor_with_dims
  operator_name: _sparse_coo_tensor_with_dims
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_sparse_coo_tensor_with_dims(int sparse_dim, int dense_dim, int[] size, *, ScalarType dtype, Layout layout, Device device, bool pin_memory=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: sparse_dim
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dense_dim
    type: int64_t
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: values
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: true
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _sparse_coo_tensor_with_dims_and_tensors
  operator_name: _sparse_coo_tensor_with_dims_and_tensors
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_sparse_coo_tensor_with_dims_and_tensors(int sparse_dim, int dense_dim, int[] size, Tensor indices, Tensor values, *, ScalarType dtype, Layout layout, Device device, bool pin_memory=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: sparse_dim
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dense_dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: sparse_resize_
  operator_name: sparse_resize_
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::sparse_resize_(Tensor(a!) self, int[] size, int sparse_dim, int dense_dim) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: sparse_dim
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dense_dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: sparse_resize_and_clear_
  operator_name: sparse_resize_and_clear_
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::sparse_resize_and_clear_(Tensor(a!) self, int[] size, int sparse_dim, int dense_dim) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mask
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: sparse_mask
  operator_name: sparse_mask
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sparse_mask(Tensor self, Tensor mask) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: to_dense
  operator_name: to_dense
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::to_dense(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: to_dense_backward
  operator_name: to_dense_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::to_dense_backward(Tensor grad, Tensor input) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: sparse_dim
  operator_name: sparse_dim
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::sparse_dim(Tensor self) -> int
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: _dimI
  operator_name: _dimI
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::_dimI(Tensor self) -> int
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: dense_dim
  operator_name: dense_dim
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::dense_dim(Tensor self) -> int
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: _dimV
  operator_name: _dimV
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::_dimV(Tensor self) -> int
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: _nnz
  operator_name: _nnz
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::_nnz(Tensor self) -> int
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: coalesce
  operator_name: coalesce
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::coalesce(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: is_coalesced
  operator_name: is_coalesced
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::is_coalesced(Tensor self) -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: _indices
  operator_name: _indices
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_indices(Tensor(a) self) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: _values
  operator_name: _values
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_values(Tensor(a) self) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: coalesced
    type: bool
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: _coalesced_
  operator_name: _coalesced_
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::_coalesced_(Tensor(a!) self, bool coalesced) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: indices
  operator_name: indices
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::indices(Tensor(a) self) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: values
  operator_name: values
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::values(Tensor(a) self) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat2
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hspmm_out
  operator_name: hspmm
  overload_name: out
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::hspmm.out(Tensor mat1, Tensor mat2, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mat2
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hspmm
  operator_name: hspmm
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::hspmm(Tensor mat1, Tensor mat2) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: src
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: non_blocking
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: copy_sparse_to_sparse_
  operator_name: copy_sparse_to_sparse_
  overload_name: ''
  python_module: ''
  requires_tensor: true
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::copy_sparse_to_sparse_(Tensor(a!) self, Tensor src, bool non_blocking=False) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: unbind
  operator_name: unbind
  overload_name: int
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: TensorList
    name: result
    type: std::vector<Tensor>
  schema_string: aten::unbind.int(Tensor(a) self, int dim=0) -> Tensor(a)[]
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: unbind
  operator_name: unbind
  overload_name: Dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: TensorList
    name: result
    type: std::vector<Tensor>
  schema_string: aten::unbind.Dimname(Tensor(a) self, Dimname dim) -> Tensor(a)[]
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: sparse_dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: to_sparse
  operator_name: to_sparse
  overload_name: sparse_dim
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::to_sparse.sparse_dim(Tensor self, int sparse_dim) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: to_sparse
  operator_name: to_sparse
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::to_sparse(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: to_mkldnn
  operator_name: to_mkldnn
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::to_mkldnn(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: int64_t
    is_nullable: false
    name: groups
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: mkldnn_reorder_conv2d_weight
  operator_name: mkldnn_reorder_conv2d_weight
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::mkldnn_reorder_conv2d_weight(Tensor self, int[2] padding=0, int[2] stride=1, int[2] dilation=1, int groups=1) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: to_mkldnn_backward
  operator_name: to_mkldnn_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::to_mkldnn_backward(Tensor grad, Tensor input) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: scale
    type: double
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: zero_point
    type: int64_t
  - annotation: null
    dynamic_type: ScalarType
    is_nullable: false
    name: dtype
    type: ScalarType
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: quantize_per_tensor
  operator_name: quantize_per_tensor
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::quantize_per_tensor(Tensor self, float scale, int zero_point, ScalarType dtype) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: scales
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: zero_points
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: axis
    type: int64_t
  - annotation: null
    dynamic_type: ScalarType
    is_nullable: false
    name: dtype
    type: ScalarType
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: quantize_per_channel
  operator_name: quantize_per_channel
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::quantize_per_channel(Tensor self, Tensor scales, Tensor zero_points, int axis, ScalarType dtype) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: dequantize
  operator_name: dequantize
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::dequantize(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: q_scale
  operator_name: q_scale
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: double
    name: result
    type: double
  schema_string: aten::q_scale(Tensor self) -> float
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: q_zero_point
  operator_name: q_zero_point
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::q_zero_point(Tensor self) -> int
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: q_per_channel_scales
  operator_name: q_per_channel_scales
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::q_per_channel_scales(Tensor self) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: q_per_channel_zero_points
  operator_name: q_per_channel_zero_points
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::q_per_channel_zero_points(Tensor self) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: q_per_channel_axis
  operator_name: q_per_channel_axis
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: int64_t
    name: result
    type: int64_t
  schema_string: aten::q_per_channel_axis(Tensor self) -> int
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: int_repr
  operator_name: int_repr
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::int_repr(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: scale
    type: double
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: zero_point
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _make_per_tensor_quantized_tensor
  operator_name: _make_per_tensor_quantized_tensor
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_make_per_tensor_quantized_tensor(Tensor self, float scale, int zero_point) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: scale
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: zero_point
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: axis
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _make_per_channel_quantized_tensor
  operator_name: _make_per_channel_quantized_tensor
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_make_per_channel_quantized_tensor(Tensor self, Tensor scale, Tensor zero_point, int axis) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: qscheme
  operator_name: qscheme
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: QScheme
    name: result
    type: QScheme
  schema_string: aten::qscheme(Tensor self) -> QScheme
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: scale
    type: double
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: zero_point
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: quant_min
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: quant_max
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fake_quantize_per_tensor_affine
  operator_name: fake_quantize_per_tensor_affine
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fake_quantize_per_tensor_affine(Tensor self, float scale, int zero_point, int quant_min, int quant_max) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: scale
    type: double
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: zero_point
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: quant_min
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: quant_max
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fake_quantize_per_tensor_affine_backward
  operator_name: fake_quantize_per_tensor_affine_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fake_quantize_per_tensor_affine_backward(Tensor grad, Tensor self, float scale, int zero_point, int quant_min, int quant_max) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: scale
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: zero_point
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: axis
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: quant_min
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: quant_max
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fake_quantize_per_channel_affine
  operator_name: fake_quantize_per_channel_affine
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fake_quantize_per_channel_affine(Tensor self, Tensor scale, Tensor zero_point, int axis, int quant_min, int quant_max) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: scale
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: zero_point
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: axis
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: quant_min
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: quant_max
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fake_quantize_per_channel_affine_backward
  operator_name: fake_quantize_per_channel_affine_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fake_quantize_per_channel_affine_backward(Tensor grad, Tensor self, Tensor scale, Tensor zero_point, int axis, int quant_min, int quant_max) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorOptions
    is_nullable: false
    kwarg_only: true
    name: options
    type: const TensorOptions &
  - annotation: null
    default: false
    dynamic_type: bool
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    kwarg_only: true
    name: non_blocking
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    kwarg_only: true
    name: copy
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    kwarg_only: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: false
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: to
  operator_name: to
  overload_name: dtype_layout
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::to.dtype_layout(Tensor self, *, ScalarType dtype, Layout layout, Device device, bool pin_memory=False, bool non_blocking=False, bool copy=False, MemoryFormat? memory_format=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Device
    is_nullable: false
    name: device
    type: Device
  - annotation: null
    dynamic_type: ScalarType
    is_nullable: false
    name: dtype
    type: ScalarType
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: non_blocking
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: copy
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: to
  operator_name: to
  overload_name: device
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::to.device(Tensor self, Device device, ScalarType dtype, bool non_blocking=False, bool copy=False, MemoryFormat? memory_format=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: ScalarType
    is_nullable: false
    name: dtype
    type: ScalarType
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: non_blocking
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: copy
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: to
  operator_name: to
  overload_name: dtype
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::to.dtype(Tensor self, ScalarType dtype, bool non_blocking=False, bool copy=False, MemoryFormat? memory_format=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: non_blocking
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: copy
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: MemoryFormat
    is_nullable: true
    name: memory_format
    type: c10::optional<MemoryFormat>
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: to
  operator_name: to
  overload_name: other
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::to.other(Tensor self, Tensor other, bool non_blocking=False, bool copy=False, MemoryFormat? memory_format=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: tensors
    type: TensorList
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: meshgrid
  operator_name: meshgrid
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: TensorList
    name: result
    type: std::vector<Tensor>
  schema_string: aten::meshgrid(Tensor[] tensors) -> Tensor[]
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: tensors
    type: TensorList
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cartesian_prod
  operator_name: cartesian_prod
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cartesian_prod(Tensor[] tensors) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 2
    dynamic_type: int64_t
    is_nullable: false
    name: r
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: with_replacement
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: combinations
  operator_name: combinations
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::combinations(Tensor self, int r=2, bool with_replacement=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: item
  operator_name: item
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Scalar
    name: result
    type: Scalar
  schema_string: aten::item(Tensor self) -> Scalar
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: result_type
  operator_name: result_type
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: ScalarType
    name: result
    type: ScalarType
  schema_string: aten::result_type.Tensor(Tensor tensor, Tensor other) -> ScalarType
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: result_type
  operator_name: result_type
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: ScalarType
    name: result
    type: ScalarType
  schema_string: aten::result_type.Scalar(Tensor tensor, Scalar other) -> ScalarType
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: scalar
    type: Scalar
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: result_type
  operator_name: result_type
  overload_name: Scalar_Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: ScalarType
    name: result
    type: ScalarType
  schema_string: aten::result_type.Scalar_Tensor(Scalar scalar, Tensor tensor) -> ScalarType
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: scalar1
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: scalar2
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: result_type
  operator_name: result_type
  overload_name: Scalar_Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: ScalarType
    name: result
    type: ScalarType
  schema_string: aten::result_type.Scalar_Scalar(Scalar scalar1, Scalar scalar2) -> ScalarType
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: ScalarType
    is_nullable: false
    name: from
    type: ScalarType
  - annotation: null
    dynamic_type: ScalarType
    is_nullable: false
    name: to
    type: ScalarType
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: can_cast
  operator_name: can_cast
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::can_cast(ScalarType from, ScalarType to) -> bool
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: ScalarType
    is_nullable: false
    name: type1
    type: ScalarType
  - annotation: null
    dynamic_type: ScalarType
    is_nullable: false
    name: type2
    type: ScalarType
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: promote_types
  operator_name: promote_types
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: ScalarType
    name: result
    type: ScalarType
  schema_string: aten::promote_types(ScalarType type1, ScalarType type2) -> ScalarType
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _local_scalar_dense
  operator_name: _local_scalar_dense
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Scalar
    name: result
    type: Scalar
  schema_string: aten::_local_scalar_dense(Tensor self) -> Scalar
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input_gates
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hidden_gates
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: cx
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: input_bias
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: hidden_bias
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _thnn_fused_lstm_cell
  operator_name: _thnn_fused_lstm_cell
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::_thnn_fused_lstm_cell(Tensor input_gates, Tensor hidden_gates, Tensor cx, Tensor? input_bias=None, Tensor? hidden_bias=None) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: grad_hy
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: grad_cy
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: cx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: cy
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: workspace
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: has_bias
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _thnn_fused_lstm_cell_backward
  operator_name: _thnn_fused_lstm_cell_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  - dynamic_type: Tensor
    name: result3
    type: Tensor
  - dynamic_type: Tensor
    name: result4
    type: Tensor
  schema_string: aten::_thnn_fused_lstm_cell_backward(Tensor? grad_hy, Tensor? grad_cy, Tensor cx, Tensor cy, Tensor workspace, bool has_bias) -> (Tensor, Tensor, Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: grad_hy
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: grad_cy
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input_gates
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hidden_gates
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: input_bias
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: hidden_bias
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: cx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: cy
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _thnn_differentiable_lstm_cell_backward
  operator_name: _thnn_differentiable_lstm_cell_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  - dynamic_type: Tensor
    name: result3
    type: Tensor
  - dynamic_type: Tensor
    name: result4
    type: Tensor
  schema_string: aten::_thnn_differentiable_lstm_cell_backward(Tensor? grad_hy, Tensor? grad_cy, Tensor input_gates, Tensor hidden_gates, Tensor? input_bias, Tensor? hidden_bias, Tensor cx, Tensor cy) -> (Tensor, Tensor, Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input_gates
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hidden_gates
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: input_bias
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: hidden_bias
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _thnn_fused_gru_cell
  operator_name: _thnn_fused_gru_cell
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_thnn_fused_gru_cell(Tensor input_gates, Tensor hidden_gates, Tensor hx, Tensor? input_bias=None, Tensor? hidden_bias=None) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_hy
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: workspace
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: has_bias
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _thnn_fused_gru_cell_backward
  operator_name: _thnn_fused_gru_cell_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  - dynamic_type: Tensor
    name: result3
    type: Tensor
  - dynamic_type: Tensor
    name: result4
    type: Tensor
  schema_string: aten::_thnn_fused_gru_cell_backward(Tensor grad_hy, Tensor workspace, bool has_bias) -> (Tensor, Tensor, Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_hy
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input_gates
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hidden_gates
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: input_bias
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: hidden_bias
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _thnn_differentiable_gru_cell_backward
  operator_name: _thnn_differentiable_gru_cell_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  - dynamic_type: Tensor
    name: result3
    type: Tensor
  - dynamic_type: Tensor
    name: result4
    type: Tensor
  schema_string: aten::_thnn_differentiable_gru_cell_backward(Tensor grad_hy, Tensor input_gates, Tensor hidden_gates, Tensor hx, Tensor? input_bias, Tensor? hidden_bias) -> (Tensor, Tensor, Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: hx
    type: TensorList
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: params
    type: TensorList
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: has_biases
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: batch_first
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: lstm
  operator_name: lstm
  overload_name: input
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::lstm.input(Tensor input, Tensor[] hx, Tensor[] params, bool has_biases, int num_layers, float dropout, bool train, bool bidirectional, bool batch_first) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: data
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch_sizes
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: hx
    type: TensorList
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: params
    type: TensorList
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: has_biases
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: lstm
  operator_name: lstm
  overload_name: data
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::lstm.data(Tensor data, Tensor batch_sizes, Tensor[] hx, Tensor[] params, bool has_biases, int num_layers, float dropout, bool train, bool bidirectional) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: params
    type: TensorList
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: has_biases
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: batch_first
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: gru
  operator_name: gru
  overload_name: input
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::gru.input(Tensor input, Tensor hx, Tensor[] params, bool has_biases, int num_layers, float dropout, bool train, bool bidirectional, bool batch_first) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: data
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch_sizes
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: params
    type: TensorList
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: has_biases
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: gru
  operator_name: gru
  overload_name: data
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::gru.data(Tensor data, Tensor batch_sizes, Tensor hx, Tensor[] params, bool has_biases, int num_layers, float dropout, bool train, bool bidirectional) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: params
    type: TensorList
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: has_biases
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: batch_first
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rnn_tanh
  operator_name: rnn_tanh
  overload_name: input
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::rnn_tanh.input(Tensor input, Tensor hx, Tensor[] params, bool has_biases, int num_layers, float dropout, bool train, bool bidirectional, bool batch_first) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: data
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch_sizes
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: params
    type: TensorList
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: has_biases
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rnn_tanh
  operator_name: rnn_tanh
  overload_name: data
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::rnn_tanh.data(Tensor data, Tensor batch_sizes, Tensor hx, Tensor[] params, bool has_biases, int num_layers, float dropout, bool train, bool bidirectional) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: params
    type: TensorList
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: has_biases
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: batch_first
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rnn_relu
  operator_name: rnn_relu
  overload_name: input
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::rnn_relu.input(Tensor input, Tensor hx, Tensor[] params, bool has_biases, int num_layers, float dropout, bool train, bool bidirectional, bool batch_first) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: data
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch_sizes
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: params
    type: TensorList
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: has_biases
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rnn_relu
  operator_name: rnn_relu
  overload_name: data
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::rnn_relu.data(Tensor data, Tensor batch_sizes, Tensor hx, Tensor[] params, bool has_biases, int num_layers, float dropout, bool train, bool bidirectional) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: hx
    type: TensorList
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_hh
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: b_ih
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: b_hh
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: lstm_cell
  operator_name: lstm_cell
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::lstm_cell(Tensor input, Tensor[] hx, Tensor w_ih, Tensor w_hh, Tensor? b_ih=None, Tensor? b_hh=None) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_hh
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: b_ih
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: b_hh
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: gru_cell
  operator_name: gru_cell
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::gru_cell(Tensor input, Tensor hx, Tensor w_ih, Tensor w_hh, Tensor? b_ih=None, Tensor? b_hh=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_hh
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: b_ih
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: b_hh
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rnn_tanh_cell
  operator_name: rnn_tanh_cell
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rnn_tanh_cell(Tensor input, Tensor hx, Tensor w_ih, Tensor w_hh, Tensor? b_ih=None, Tensor? b_hh=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_hh
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: b_ih
    type: const Tensor &
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: b_hh
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rnn_relu_cell
  operator_name: rnn_relu_cell
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rnn_relu_cell(Tensor input, Tensor hx, Tensor w_ih, Tensor w_hh, Tensor? b_ih=None, Tensor? b_hh=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: hx
    type: TensorList
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: params
    type: TensorList
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: has_biases
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: batch_first
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
    is_nullable: true
    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    kwarg_only: true
    name: use_dynamic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: quantized_lstm
  operator_name: quantized_lstm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::quantized_lstm(Tensor input, Tensor[] hx, Tensor[] params, bool has_biases, int num_layers, float dropout, bool train, bool bidirectional, bool batch_first, *, ScalarType? dtype=None, bool use_dynamic=False) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: data
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch_sizes
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: hx
    type: TensorList
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: params
    type: TensorList
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: has_biases
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: ScalarType
    is_nullable: true
    kwarg_only: true
    name: dtype
    type: c10::optional<ScalarType>
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    kwarg_only: true
    name: use_dynamic
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: quantized_lstm
  operator_name: quantized_lstm
  overload_name: data
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::quantized_lstm.data(Tensor data, Tensor batch_sizes, Tensor[] hx, Tensor[] params, bool has_biases, int num_layers, float dropout, bool train, bool bidirectional, *, ScalarType? dtype=None, bool use_dynamic=False) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: params
    type: TensorList
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: has_biases
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: batch_first
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: quantized_gru
  operator_name: quantized_gru
  overload_name: input
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::quantized_gru.input(Tensor input, Tensor hx, Tensor[] params, bool has_biases, int num_layers, float dropout, bool train, bool bidirectional, bool batch_first) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: data
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch_sizes
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: params
    type: TensorList
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: has_biases
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_layers
    type: int64_t
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: dropout
    type: double
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: train
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: bidirectional
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: quantized_gru
  operator_name: quantized_gru
  overload_name: data
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::quantized_gru.data(Tensor data, Tensor batch_sizes, Tensor hx, Tensor[] params, bool has_biases, int num_layers, float dropout, bool train, bool bidirectional) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: hx
    type: TensorList
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: b_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: b_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: packed_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: packed_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: col_offsets_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: col_offsets_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: scale_ih
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: scale_hh
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: zero_point_ih
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: zero_point_hh
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: quantized_lstm_cell
  operator_name: quantized_lstm_cell
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::quantized_lstm_cell(Tensor input, Tensor[] hx, Tensor w_ih, Tensor w_hh, Tensor b_ih, Tensor b_hh, Tensor packed_ih, Tensor packed_hh, Tensor col_offsets_ih, Tensor col_offsets_hh, Scalar scale_ih, Scalar scale_hh, Scalar zero_point_ih, Scalar zero_point_hh) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: b_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: b_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: packed_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: packed_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: col_offsets_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: col_offsets_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: scale_ih
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: scale_hh
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: zero_point_ih
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: zero_point_hh
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: quantized_gru_cell
  operator_name: quantized_gru_cell
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::quantized_gru_cell(Tensor input, Tensor hx, Tensor w_ih, Tensor w_hh, Tensor b_ih, Tensor b_hh, Tensor packed_ih, Tensor packed_hh, Tensor col_offsets_ih, Tensor col_offsets_hh, Scalar scale_ih, Scalar scale_hh, Scalar zero_point_ih, Scalar zero_point_hh) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: b_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: b_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: packed_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: packed_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: col_offsets_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: col_offsets_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: scale_ih
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: scale_hh
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: zero_point_ih
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: zero_point_hh
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: quantized_rnn_relu_cell
  operator_name: quantized_rnn_relu_cell
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::quantized_rnn_relu_cell(Tensor input, Tensor hx, Tensor w_ih, Tensor w_hh, Tensor b_ih, Tensor b_hh, Tensor packed_ih, Tensor packed_hh, Tensor col_offsets_ih, Tensor col_offsets_hh, Scalar scale_ih, Scalar scale_hh, Scalar zero_point_ih, Scalar zero_point_hh) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: hx
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: w_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: b_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: b_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: packed_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: packed_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: col_offsets_ih
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: col_offsets_hh
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: scale_ih
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: scale_hh
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: zero_point_ih
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: zero_point_hh
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: quantized_rnn_tanh_cell
  operator_name: quantized_rnn_tanh_cell
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::quantized_rnn_tanh_cell(Tensor input, Tensor hx, Tensor w_ih, Tensor w_hh, Tensor b_ih, Tensor b_hh, Tensor packed_ih, Tensor packed_hh, Tensor col_offsets_ih, Tensor col_offsets_hh, Scalar scale_ih, Scalar scale_hh, Scalar zero_point_ih, Scalar zero_point_hh) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: lengths
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: batch_first
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _pack_padded_sequence
  operator_name: _pack_padded_sequence
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_pack_padded_sequence(Tensor input, Tensor lengths, bool batch_first) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch_sizes
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: batch_first
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _pack_padded_sequence_backward
  operator_name: _pack_padded_sequence_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_pack_padded_sequence_backward(Tensor grad, int[] input_size, Tensor batch_sizes, bool batch_first) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: data
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch_sizes
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: batch_first
    type: bool
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: padding_value
    type: Scalar
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: total_length
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _pad_packed_sequence
  operator_name: _pad_packed_sequence
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_pad_packed_sequence(Tensor data, Tensor batch_sizes, bool batch_first, Scalar padding_value, int total_length) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Storage
    is_nullable: false
    name: source
    type: Storage
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: set_
  operator_name: set_
  overload_name: source_Storage
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::set_.source_Storage(Tensor(a!) self, Storage source) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Storage
    is_nullable: false
    name: source
    type: Storage
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: storage_offset
    type: int64_t
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: set_
  operator_name: set_
  overload_name: source_Storage_storage_offset
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::set_.source_Storage_storage_offset(Tensor(a!) self, Storage source, int storage_offset, int[] size, int[] stride=[]) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: source
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: set_
  operator_name: set_
  overload_name: source_Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::set_.source_Tensor(Tensor(a!) self, Tensor source) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: set_
  operator_name: set_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::set_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: ConstQuantizerPtr
    is_nullable: false
    name: quantizer
    type: ConstQuantizerPtr
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: set_quantizer_
  operator_name: set_quantizer_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::set_quantizer_(Tensor(a!) self, ConstQuantizerPtr quantizer) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: is_set_to
  operator_name: is_set_to
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::is_set_to(Tensor self, Tensor tensor) -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mask
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: value
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: masked_fill_
  operator_name: masked_fill_
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::masked_fill_.Scalar(Tensor(a!) self, Tensor mask, Scalar value) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mask
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: value
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: masked_fill
  operator_name: masked_fill
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::masked_fill.Scalar(Tensor self, Tensor mask, Scalar value) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mask
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: value
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: masked_fill_
  operator_name: masked_fill_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::masked_fill_.Tensor(Tensor(a!) self, Tensor mask, Tensor value) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mask
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: value
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: masked_fill
  operator_name: masked_fill
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::masked_fill.Tensor(Tensor self, Tensor mask, Tensor value) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mask
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: source
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: masked_scatter_
  operator_name: masked_scatter_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::masked_scatter_(Tensor(a!) self, Tensor mask, Tensor source) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mask
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: source
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: masked_scatter
  operator_name: masked_scatter
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::masked_scatter(Tensor self, Tensor mask, Tensor source) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: view
  operator_name: view
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::view(Tensor(a) self, int[] size) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: index
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: source
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: accumulate
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: put_
  operator_name: put_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::put_(Tensor(a!) self, Tensor index, Tensor source, bool accumulate=False) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: index
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: source
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: index_add_
  operator_name: index_add_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::index_add_(Tensor(a!) self, int dim, Tensor index, Tensor source) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: index
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: source
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: index_add
  operator_name: index_add
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  python_module: ''
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  returns:
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    name: self
    type: Tensor &
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  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
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  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  method_prefix_derived: ''
  mode: native
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  operator_name: le_
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
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- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  method_prefix_derived: ''
  mode: native
  name: le_
  operator_name: le_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
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  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
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  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  method_prefix_derived: ''
  mode: native
  name: ge_
  operator_name: ge_
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
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  device_guard: true
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  method_prefix_derived: ''
  mode: native
  name: ge_
  operator_name: ge_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::ge_.Tensor(Tensor(a!) self, Tensor other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
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- abstract: false
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  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
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    name: other
    type: Scalar
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  deprecated: false
  device_guard: true
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  manual_kernel_registration: false
  matches_jit_signature: true
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  - Tensor
  method_prefix_derived: ''
  mode: native
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  operator_name: eq_
  overload_name: Scalar
  python_module: ''
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  returns:
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    name: self
    type: Tensor &
  schema_string: aten::eq_.Scalar(Tensor(a!) self, Scalar other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
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- abstract: false
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  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
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  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  method_prefix_derived: ''
  mode: native
  name: eq_
  operator_name: eq_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
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    name: self
    type: Tensor &
  schema_string: aten::eq_.Tensor(Tensor(a!) self, Tensor other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
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- abstract: false
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    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
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  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  method_prefix_derived: ''
  mode: native
  name: ne_
  operator_name: ne_
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
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    name: self
    type: Tensor &
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  with_gil: false
- abstract: false
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  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  method_prefix_derived: ''
  mode: native
  name: ne_
  operator_name: ne_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
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    name: self
    type: Tensor &
  schema_string: aten::ne_.Tensor(Tensor(a!) self, Tensor other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
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    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: bitwise_and_out
  operator_name: bitwise_and
  overload_name: Tensor_out
  python_module: ''
  requires_tensor: false
  returns:
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    name: out
    type: Tensor &
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  with_gil: false
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    annotation: a!
    dynamic_type: Tensor
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    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
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    name: other
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  manual_kernel_registration: false
  matches_jit_signature: true
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  method_prefix_derived: ''
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  name: bitwise_and_out
  operator_name: bitwise_and
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  python_module: ''
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    name: out
    type: Tensor &
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  with_gil: false
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  arguments:
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    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
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    dynamic_type: Scalar
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    name: other
    type: Scalar
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  manual_kernel_registration: false
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  method_of:
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  method_prefix_derived: ''
  mode: native
  name: bitwise_and
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    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
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  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
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  manual_kernel_registration: false
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  method_of:
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  method_prefix_derived: ''
  mode: native
  name: bitwise_and
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  overload_name: Tensor
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    name: result
    type: Tensor
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  arguments:
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    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
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    dynamic_type: Scalar
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    name: other
    type: Scalar
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  manual_kernel_registration: false
  matches_jit_signature: true
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  name: bitwise_and_
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  python_module: ''
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    name: self
    type: Tensor &
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  with_gil: false
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  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
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  manual_kernel_registration: false
  matches_jit_signature: true
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  mode: native
  name: bitwise_and_
  operator_name: bitwise_and_
  overload_name: Tensor
  python_module: ''
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  - dynamic_type: Tensor
    name: self
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
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  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
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    dynamic_type: Scalar
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    name: other
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  manual_kernel_registration: false
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  method_prefix_derived: ''
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    name: result
    type: Tensor
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  with_gil: false
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    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
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    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
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  method_prefix_derived: ''
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  name: __and__
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  python_module: ''
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    name: result
    type: Tensor
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    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
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    name: other
    type: Scalar
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  manual_kernel_registration: false
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    name: self
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    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
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  mode: native
  name: __iand__
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    name: self
    type: Tensor &
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    annotation: a!
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    name: out
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    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
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  manual_kernel_registration: false
  matches_jit_signature: true
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  method_prefix_derived: ''
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  - dynamic_type: Tensor
    name: out
    type: Tensor &
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    annotation: a!
    dynamic_type: Tensor
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    name: out
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  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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  manual_kernel_registration: false
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  method_prefix_derived: ''
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  name: bitwise_or_out
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  - dynamic_type: Tensor
    name: out
    type: Tensor &
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    dynamic_type: Tensor
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    name: self
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    dynamic_type: Scalar
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    name: other
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  method_prefix_derived: ''
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  name: bitwise_or
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    name: result
    type: Tensor
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  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
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  method_prefix_derived: ''
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  name: bitwise_or
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    name: result
    type: Tensor
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    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
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    dynamic_type: Scalar
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    name: other
    type: Scalar
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  mode: native
  name: bitwise_or_
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    name: self
    type: Tensor &
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  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
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  manual_kernel_registration: false
  matches_jit_signature: true
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  - Tensor
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  mode: native
  name: bitwise_or_
  operator_name: bitwise_or_
  overload_name: Tensor
  python_module: ''
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  - dynamic_type: Tensor
    name: self
    type: Tensor &
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  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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    dynamic_type: Scalar
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    name: other
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  is_factory_method: null
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  method_prefix_derived: ''
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  name: __or__
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    name: result
    type: Tensor
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  with_gil: false
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  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
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  manual_kernel_registration: false
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  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: p
    type: Scalar
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: maxnorm
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: renorm_
  operator_name: renorm_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::renorm_(Tensor(a!) self, Scalar p, int dim, Scalar maxnorm) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: exponent
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: pow_
  operator_name: pow_
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::pow_.Scalar(Tensor(a!) self, Scalar exponent) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: exponent
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: pow_
  operator_name: pow_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::pow_.Tensor(Tensor(a!) self, Tensor exponent) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: end
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: weight
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: lerp_
  operator_name: lerp_
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::lerp_.Scalar(Tensor(a!) self, Tensor end, Scalar weight) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: end
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: lerp_
  operator_name: lerp_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::lerp_.Tensor(Tensor(a!) self, Tensor end, Tensor weight) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: fmod_
  operator_name: fmod_
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::fmod_.Scalar(Tensor(a!) self, Scalar other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: fmod_
  operator_name: fmod_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::fmod_.Tensor(Tensor(a!) self, Tensor other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: remainder_
  operator_name: remainder_
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::remainder_.Scalar(Tensor(a!) self, Scalar other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: remainder_
  operator_name: remainder_
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::remainder_.Tensor(Tensor(a!) self, Tensor other) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: addbmm_
  operator_name: addbmm_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::addbmm_(Tensor(a!) self, Tensor batch1, Tensor batch2, *, Scalar beta=1, Scalar alpha=1) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: addbmm_out
  operator_name: addbmm
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::addbmm.out(Tensor self, Tensor batch1, Tensor batch2, *, Scalar beta=1, Scalar alpha=1, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: batch2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: addbmm
  operator_name: addbmm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::addbmm(Tensor self, Tensor batch1, Tensor batch2, *, Scalar beta=1, Scalar alpha=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: value
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: addcdiv_
  operator_name: addcdiv_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::addcdiv_(Tensor(a!) self, Tensor tensor1, Tensor tensor2, *, Scalar value=1) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: from
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: true
    name: to
    type: c10::optional<int64_t>
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: random_
  operator_name: random_
  overload_name: from
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::random_.from(Tensor(a!) self, int from, int? to, *, Generator? generator=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: to
    type: int64_t
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: random_
  operator_name: random_
  overload_name: to
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::random_.to(Tensor(a!) self, int to, *, Generator? generator=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: random_
  operator_name: random_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::random_(Tensor(a!) self, *, Generator? generator=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    default: 0
    dynamic_type: double
    is_nullable: false
    name: from
    type: double
  - annotation: null
    default: 1
    dynamic_type: double
    is_nullable: false
    name: to
    type: double
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: uniform_
  operator_name: uniform_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::uniform_(Tensor(a!) self, float from=0, float to=1, *, Generator? generator=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    default: 0
    dynamic_type: double
    is_nullable: false
    name: median
    type: double
  - annotation: null
    default: 1
    dynamic_type: double
    is_nullable: false
    name: sigma
    type: double
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: cauchy_
  operator_name: cauchy_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::cauchy_(Tensor(a!) self, float median=0, float sigma=1, *, Generator? generator=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    default: 1
    dynamic_type: double
    is_nullable: false
    name: mean
    type: double
  - annotation: null
    default: 2
    dynamic_type: double
    is_nullable: false
    name: std
    type: double
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: log_normal_
  operator_name: log_normal_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::log_normal_(Tensor(a!) self, float mean=1, float std=2, *, Generator? generator=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    default: 1
    dynamic_type: double
    is_nullable: false
    name: lambd
    type: double
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: exponential_
  operator_name: exponential_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::exponential_(Tensor(a!) self, float lambd=1, *, Generator? generator=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: p
    type: double
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: geometric_
  operator_name: geometric_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::geometric_(Tensor(a!) self, float p, *, Generator? generator=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: diagonal
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: diag_out
  operator_name: diag
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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    type: Tensor
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    name: self
    type: const Tensor &
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    dynamic_type: Tensor
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    type: Tensor &
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    name: self
    type: const Tensor &
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    dynamic_type: Tensor
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  name: cross
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    type: Tensor
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    type: Tensor
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    type: Tensor &
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    dynamic_type: Tensor
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  method_prefix_derived: ''
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  name: tril
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  overload_name: ''
  python_module: ''
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    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
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    name: result
    type: Tensor
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  method_prefix_derived: ''
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  overload_name: ''
  python_module: ''
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    name: result
    type: Tensor
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    name: self
    type: const Tensor &
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  method_prefix_derived: ''
  mode: native
  name: trace
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  python_module: ''
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    type: Tensor
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    name: out
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    type: Tensor &
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    dynamic_type: Tensor
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    name: self
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    type: Tensor
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    type: Tensor &
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    type: const Tensor &
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    type: Tensor
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    name: out
    type: Tensor &
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    type: Tensor
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    type: const Tensor &
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  - dynamic_type: Tensor
    name: out
    type: Tensor &
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    type: const Tensor &
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    dynamic_type: Tensor
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    type: Tensor
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    name: self
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  method_prefix_derived: ''
  mode: native
  name: ge_out
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  overload_name: Scalar_out
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  - dynamic_type: Tensor
    name: out
    type: Tensor &
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    name: self
    type: const Tensor &
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  method_prefix_derived: ''
  mode: native
  name: ge
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  python_module: ''
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    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
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    name: out
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    name: self
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    dynamic_type: Tensor
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    name: other
    type: const Tensor &
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  method_of:
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  method_prefix_derived: ''
  mode: native
  name: ge_out
  operator_name: ge
  overload_name: Tensor_out
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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    dynamic_type: Tensor
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    name: other
    type: const Tensor &
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  method_prefix_derived: ''
  mode: native
  name: ge
  operator_name: ge
  overload_name: Tensor
  python_module: ''
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  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::ge.Tensor(Tensor self, Tensor other) -> Tensor
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  with_gil: false
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    annotation: a!
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    name: out
    output: true
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  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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    dynamic_type: Scalar
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    name: other
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  method_of:
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  method_prefix_derived: ''
  mode: native
  name: le_out
  operator_name: le
  overload_name: Scalar_out
  python_module: ''
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  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::le.Scalar_out(Tensor self, Scalar other, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
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  arguments:
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    dynamic_type: Tensor
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    name: self
    type: const Tensor &
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    dynamic_type: Scalar
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    name: other
    type: Scalar
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  matches_jit_signature: true
  method_of:
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    name: index
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    kwarg_only: true
    name: sparse_grad
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: gather_out
  operator_name: gather
  overload_name: dimname_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::gather.dimname_out(Tensor self, Dimname dim, Tensor index, *, bool sparse_grad=False, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: index
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    kwarg_only: true
    name: sparse_grad
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: gather
  operator_name: gather
  overload_name: dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::gather.dimname(Tensor self, Dimname dim, Tensor index, *, bool sparse_grad=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: index
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _gather_sparse_backward
  operator_name: _gather_sparse_backward
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_gather_sparse_backward(Tensor self, int dim, Tensor index, Tensor grad) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: value
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: addcmul_out
  operator_name: addcmul
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::addcmul.out(Tensor self, Tensor tensor1, Tensor tensor2, *, Scalar value=1, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: value
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: addcmul
  operator_name: addcmul
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::addcmul(Tensor self, Tensor tensor1, Tensor tensor2, *, Scalar value=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: value
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: addcmul_
  operator_name: addcmul_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::addcmul_(Tensor(a!) self, Tensor tensor1, Tensor tensor2, *, Scalar value=1) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: value
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: addcdiv_out
  operator_name: addcdiv
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::addcdiv.out(Tensor self, Tensor tensor1, Tensor tensor2, *, Scalar value=1, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: tensor2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: value
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: addcdiv
  operator_name: addcdiv
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::addcdiv(Tensor self, Tensor tensor1, Tensor tensor2, *, Scalar value=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: solution
    is_nullable: false
    kwarg_only: false
    name: X
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: QR
    is_nullable: false
    kwarg_only: false
    name: qr
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: A
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: lstsq_out
  operator_name: lstsq
  overload_name: X
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: solution
    name: X
    type: Tensor &
  - dynamic_type: Tensor
    field_name: QR
    name: qr
    type: Tensor &
  schema_string: aten::lstsq.X(Tensor self, Tensor A, *, Tensor(a!) X, Tensor(b!) qr) -> (Tensor(a!) solution, Tensor(b!) QR)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: A
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: lstsq
  operator_name: lstsq
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: solution
    name: solution
    type: Tensor
  - dynamic_type: Tensor
    field_name: QR
    name: QR
    type: Tensor
  schema_string: aten::lstsq(Tensor self, Tensor A) -> (Tensor solution, Tensor QR)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: solution
    is_nullable: false
    kwarg_only: false
    name: X
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: cloned_coefficient
    is_nullable: false
    kwarg_only: false
    name: M
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: A
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: upper
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: transpose
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: unitriangular
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: triangular_solve_out
  operator_name: triangular_solve
  overload_name: X
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: solution
    name: X
    type: Tensor &
  - dynamic_type: Tensor
    field_name: cloned_coefficient
    name: M
    type: Tensor &
  schema_string: aten::triangular_solve.X(Tensor self, Tensor A, bool upper=True, bool transpose=False, bool unitriangular=False, *, Tensor(a!) X, Tensor(b!) M) -> (Tensor(a!) solution, Tensor(b!) cloned_coefficient)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: A
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: upper
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: transpose
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: unitriangular
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: triangular_solve
  operator_name: triangular_solve
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: solution
    name: solution
    type: Tensor
  - dynamic_type: Tensor
    field_name: cloned_coefficient
    name: cloned_coefficient
    type: Tensor
  schema_string: aten::triangular_solve(Tensor self, Tensor A, bool upper=True, bool transpose=False, bool unitriangular=False) -> (Tensor solution, Tensor cloned_coefficient)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: A
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: upper
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: transpose
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: unitriangular
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _triangular_solve_helper
  operator_name: _triangular_solve_helper
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_triangular_solve_helper(Tensor self, Tensor A, bool upper, bool transpose, bool unitriangular) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: eigenvalues
    is_nullable: false
    kwarg_only: false
    name: e
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: eigenvectors
    is_nullable: false
    kwarg_only: false
    name: V
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: eigenvectors
    type: bool
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: upper
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: symeig_out
  operator_name: symeig
  overload_name: e
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: eigenvalues
    name: e
    type: Tensor &
  - dynamic_type: Tensor
    field_name: eigenvectors
    name: V
    type: Tensor &
  schema_string: aten::symeig.e(Tensor self, bool eigenvectors=False, bool upper=True, *, Tensor(a!) e, Tensor(b!) V) -> (Tensor(a!) eigenvalues, Tensor(b!) eigenvectors)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: eigenvectors
    type: bool
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: upper
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: symeig
  operator_name: symeig
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: eigenvalues
    name: eigenvalues
    type: Tensor
  - dynamic_type: Tensor
    field_name: eigenvectors
    name: eigenvectors_return
    type: Tensor
  schema_string: aten::symeig(Tensor self, bool eigenvectors=False, bool upper=True) -> (Tensor eigenvalues, Tensor eigenvectors)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: eigenvectors
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: upper
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _symeig_helper
  operator_name: _symeig_helper
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_symeig_helper(Tensor self, bool eigenvectors, bool upper) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: eigenvalues
    is_nullable: false
    kwarg_only: false
    name: e
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: eigenvectors
    is_nullable: false
    kwarg_only: false
    name: v
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: eigenvectors
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: eig_out
  operator_name: eig
  overload_name: e
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: eigenvalues
    name: e
    type: Tensor &
  - dynamic_type: Tensor
    field_name: eigenvectors
    name: v
    type: Tensor &
  schema_string: aten::eig.e(Tensor self, bool eigenvectors=False, *, Tensor(a!) e, Tensor(b!) v) -> (Tensor(a!) eigenvalues, Tensor(b!) eigenvectors)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: eigenvectors
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: eig
  operator_name: eig
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: eigenvalues
    name: eigenvalues
    type: Tensor
  - dynamic_type: Tensor
    field_name: eigenvectors
    name: eigenvectors_return
    type: Tensor
  schema_string: aten::eig(Tensor self, bool eigenvectors=False) -> (Tensor eigenvalues, Tensor eigenvectors)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: U
    is_nullable: false
    kwarg_only: false
    name: U
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: S
    is_nullable: false
    kwarg_only: false
    name: S
    output: true
    type: Tensor &
  - allocate: true
    annotation: c!
    dynamic_type: Tensor
    field_name: V
    is_nullable: false
    kwarg_only: false
    name: V
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: some
    type: bool
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: compute_uv
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: svd_out
  operator_name: svd
  overload_name: U
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: U
    name: U
    type: Tensor &
  - dynamic_type: Tensor
    field_name: S
    name: S
    type: Tensor &
  - dynamic_type: Tensor
    field_name: V
    name: V
    type: Tensor &
  schema_string: aten::svd.U(Tensor self, bool some=True, bool compute_uv=True, *, Tensor(a!) U, Tensor(b!) S, Tensor(c!) V) -> (Tensor(a!) U, Tensor(b!) S, Tensor(c!) V)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: some
    type: bool
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: compute_uv
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: svd
  operator_name: svd
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: U
    name: U
    type: Tensor
  - dynamic_type: Tensor
    field_name: S
    name: S
    type: Tensor
  - dynamic_type: Tensor
    field_name: V
    name: V
    type: Tensor
  schema_string: aten::svd(Tensor self, bool some=True, bool compute_uv=True) -> (Tensor U, Tensor S, Tensor V)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: some
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: compute_uv
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _svd_helper
  operator_name: _svd_helper
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
  schema_string: aten::_svd_helper(Tensor self, bool some, bool compute_uv) -> (Tensor, Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: upper
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cholesky_out
  operator_name: cholesky
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::cholesky.out(Tensor self, bool upper=False, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: upper
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cholesky
  operator_name: cholesky
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cholesky(Tensor self, bool upper=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: upper
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cholesky_helper
  operator_name: _cholesky_helper
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cholesky_helper(Tensor self, bool upper) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input2
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: upper
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cholesky_solve_out
  operator_name: cholesky_solve
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::cholesky_solve.out(Tensor self, Tensor input2, bool upper=False, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input2
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: upper
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cholesky_solve
  operator_name: cholesky_solve
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cholesky_solve(Tensor self, Tensor input2, bool upper=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: A
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: upper
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cholesky_solve_helper
  operator_name: _cholesky_solve_helper
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cholesky_solve_helper(Tensor self, Tensor A, bool upper) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: A
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: solve
  operator_name: solve
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: solution
    name: solution
    type: Tensor
  - dynamic_type: Tensor
    field_name: LU
    name: LU
    type: Tensor
  schema_string: aten::solve(Tensor self, Tensor A) -> (Tensor solution, Tensor LU)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: solution
    is_nullable: false
    kwarg_only: false
    name: solution
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: LU
    is_nullable: false
    kwarg_only: false
    name: lu
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: A
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: solve_out
  operator_name: solve
  overload_name: solution
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: solution
    name: solution
    type: Tensor &
  - dynamic_type: Tensor
    field_name: LU
    name: lu
    type: Tensor &
  schema_string: aten::solve.solution(Tensor self, Tensor A, *, Tensor(a!) solution, Tensor(b!) lu) -> (Tensor(a!) solution, Tensor(b!) LU)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: A
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _solve_helper
  operator_name: _solve_helper
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_solve_helper(Tensor self, Tensor A) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: upper
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cholesky_inverse_out
  operator_name: cholesky_inverse
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::cholesky_inverse.out(Tensor self, bool upper=False, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: upper
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: cholesky_inverse
  operator_name: cholesky_inverse
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::cholesky_inverse(Tensor self, bool upper=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: Q
    is_nullable: false
    kwarg_only: false
    name: Q
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: R
    is_nullable: false
    kwarg_only: false
    name: R
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: some
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: qr_out
  operator_name: qr
  overload_name: Q
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: Q
    name: Q
    type: Tensor &
  - dynamic_type: Tensor
    field_name: R
    name: R
    type: Tensor &
  schema_string: aten::qr.Q(Tensor self, bool some=True, *, Tensor(a!) Q, Tensor(b!) R) -> (Tensor(a!) Q, Tensor(b!) R)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: some
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: qr
  operator_name: qr
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: Q
    name: Q
    type: Tensor
  - dynamic_type: Tensor
    field_name: R
    name: R
    type: Tensor
  schema_string: aten::qr(Tensor self, bool some=True) -> (Tensor Q, Tensor R)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: some
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _qr_helper
  operator_name: _qr_helper
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_qr_helper(Tensor self, bool some) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: a
    is_nullable: false
    kwarg_only: false
    name: a
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: tau
    is_nullable: false
    kwarg_only: false
    name: tau
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: geqrf_out
  operator_name: geqrf
  overload_name: a
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: a
    name: a
    type: Tensor &
  - dynamic_type: Tensor
    field_name: tau
    name: tau
    type: Tensor &
  schema_string: aten::geqrf.a(Tensor self, *, Tensor(a!) a, Tensor(b!) tau) -> (Tensor(a!) a, Tensor(b!) tau)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: geqrf
  operator_name: geqrf
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: a
    name: a
    type: Tensor
  - dynamic_type: Tensor
    field_name: tau
    name: tau
    type: Tensor
  schema_string: aten::geqrf(Tensor self) -> (Tensor a, Tensor tau)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input2
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: orgqr_out
  operator_name: orgqr
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::orgqr.out(Tensor self, Tensor input2, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input2
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: orgqr
  operator_name: orgqr
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::orgqr(Tensor self, Tensor input2) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input2
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input3
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: left
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: transpose
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: ormqr_out
  operator_name: ormqr
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::ormqr.out(Tensor self, Tensor input2, Tensor input3, bool left=True, bool transpose=False, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input2
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: input3
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: left
    type: bool
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: transpose
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: ormqr
  operator_name: ormqr
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::ormqr(Tensor self, Tensor input2, Tensor input3, bool left=True, bool transpose=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: pivot
    type: bool
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: check_errors
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _lu_with_info
  operator_name: _lu_with_info
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  - dynamic_type: Tensor
    name: result2
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: LU_data
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: LU_pivots
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: lu_solve_out
  operator_name: lu_solve
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::lu_solve.out(Tensor self, Tensor LU_data, Tensor LU_pivots, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: LU_data
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: LU_pivots
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: lu_solve
  operator_name: lu_solve
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::lu_solve(Tensor self, Tensor LU_data, Tensor LU_pivots) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: LU_data
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: LU_pivots
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _lu_solve_helper
  operator_name: _lu_solve_helper
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_lu_solve_helper(Tensor self, Tensor LU_data, Tensor LU_pivots) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_samples
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: replacement
    type: bool
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: multinomial_out
  operator_name: multinomial
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::multinomial.out(Tensor self, int num_samples, bool replacement=False, *, Generator? generator=None, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_samples
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: replacement
    type: bool
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: multinomial
  operator_name: multinomial
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::multinomial(Tensor self, int num_samples, bool replacement=False, *, Generator? generator=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: probs
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _multinomial_alias_setup
  operator_name: _multinomial_alias_setup
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_multinomial_alias_setup(Tensor probs) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: J
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: q
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: num_samples
    type: int64_t
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _multinomial_alias_draw
  operator_name: _multinomial_alias_draw
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_multinomial_alias_draw(Tensor J, Tensor q, int num_samples, *, Generator? generator=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: lgamma_out
  operator_name: lgamma
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::lgamma.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: lgamma
  operator_name: lgamma
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::lgamma(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: digamma_out
  operator_name: digamma
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::digamma.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: digamma
  operator_name: digamma
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::digamma(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: n
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: polygamma_out
  operator_name: polygamma
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::polygamma.out(int n, Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: n
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: polygamma
  operator_name: polygamma
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::polygamma(int n, Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: erfinv
  operator_name: erfinv
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::erfinv(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: erfinv_
  operator_name: erfinv_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::erfinv_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: erfinv_out
  operator_name: erfinv
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::erfinv.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sign
  operator_name: sign
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sign(Tensor self) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: sign_
  operator_name: sign_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::sign_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sign_out
  operator_name: sign
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::sign.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  - annotation: null
    default: 2
    dynamic_type: Scalar
    is_nullable: false
    name: p
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: dist
  operator_name: dist
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::dist(Tensor self, Tensor other, Scalar p=2) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: atan2_out
  operator_name: atan2
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::atan2.out(Tensor self, Tensor other, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: atan2
  operator_name: atan2
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
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    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: true
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    annotation: a!
    dynamic_type: Tensor
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    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: end
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
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    name: weight
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  device_guard: true
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: lerp_out
  operator_name: lerp
  overload_name: Scalar_out
  python_module: ''
  requires_tensor: false
  returns:
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    name: out
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
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    annotation: a!
    dynamic_type: Tensor
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    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: end
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: weight
    type: const Tensor &
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: lerp_out
  operator_name: lerp
  overload_name: Tensor_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: end
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: lerp
  operator_name: lerp
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
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    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: end
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
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  deprecated: false
  device_guard: true
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: lerp
  operator_name: lerp
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
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  arguments:
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    annotation: a!
    dynamic_type: Tensor
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    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 100
    dynamic_type: int64_t
    is_nullable: false
    name: bins
    type: int64_t
  - annotation: null
    default: 0
    dynamic_type: Scalar
    is_nullable: false
    name: min
    type: Scalar
  - annotation: null
    default: 0
    dynamic_type: Scalar
    is_nullable: false
    name: max
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: histc_out
  operator_name: histc
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 100
    dynamic_type: int64_t
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    name: bins
    type: int64_t
  - annotation: null
    default: 0
    dynamic_type: Scalar
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    name: min
    type: Scalar
  - annotation: null
    default: 0
    dynamic_type: Scalar
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    name: max
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: histc
  operator_name: histc
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::histc(Tensor self, int bins=100, Scalar min=0, Scalar max=0) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
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    name: other
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: fmod_out
  operator_name: fmod
  overload_name: Scalar_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::fmod.Scalar_out(Tensor self, Scalar other, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
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    name: other
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fmod
  operator_name: fmod
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
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    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
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  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: fmod_out
  operator_name: fmod
  overload_name: Tensor_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fmod
  operator_name: fmod
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fmod.Tensor(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: remainder_out
  operator_name: remainder
  overload_name: Scalar_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::remainder.Scalar_out(Tensor self, Scalar other, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: other
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: remainder
  operator_name: remainder
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::remainder.Scalar(Tensor self, Scalar other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
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    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: remainder_out
  operator_name: remainder
  overload_name: Tensor_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: remainder
  operator_name: remainder
  overload_name: Tensor
  python_module: ''
  requires_tensor: false
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  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: false
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    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: min_out
  operator_name: min
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: min
  operator_name: min
  overload_name: other
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::min.other(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: min
  operator_name: min
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: full
  with_gil: false
- abstract: false
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    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_out
  operator_name: max
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max
  operator_name: max
  overload_name: other
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::max.other(Tensor self, Tensor other) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max
  operator_name: max
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::max(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: median
  operator_name: median
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::median(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
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    annotation: a!
    dynamic_type: Tensor
    field_name: values
    is_nullable: false
    kwarg_only: false
    name: values
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: indices
    is_nullable: false
    kwarg_only: false
    name: indices
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: -1
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: descending
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: sort_out
  operator_name: sort
  overload_name: values
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor &
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor &
  schema_string: aten::sort.values(Tensor self, int dim=-1, bool descending=False, *, Tensor(a!) values, Tensor(b!) indices) -> (Tensor(a!) values, Tensor(b!) indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
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    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: -1
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: descending
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sort
  operator_name: sort
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor
  schema_string: aten::sort(Tensor self, int dim=-1, bool descending=False) -> (Tensor values, Tensor indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
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    annotation: a!
    dynamic_type: Tensor
    field_name: values
    is_nullable: false
    kwarg_only: false
    name: values
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: indices
    is_nullable: false
    kwarg_only: false
    name: indices
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: descending
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sort_out
  operator_name: sort
  overload_name: dimname_values
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor &
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor &
  schema_string: aten::sort.dimname_values(Tensor self, Dimname dim, bool descending=False, *, Tensor(a!) values, Tensor(b!) indices) -> (Tensor(a!) values, Tensor(b!) indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: descending
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sort
  operator_name: sort
  overload_name: dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor
  schema_string: aten::sort.dimname(Tensor self, Dimname dim, bool descending=False) -> (Tensor values, Tensor indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: -1
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: descending
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: argsort
  operator_name: argsort
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::argsort(Tensor self, int dim=-1, bool descending=False) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Dimname
    is_nullable: false
    name: dim
    type: Dimname
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: descending
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: argsort
  operator_name: argsort
  overload_name: dimname
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::argsort.dimname(Tensor self, Dimname dim, bool descending=False) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    field_name: values
    is_nullable: false
    kwarg_only: false
    name: values
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    field_name: indices
    is_nullable: false
    kwarg_only: false
    name: indices
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: k
    type: int64_t
  - annotation: null
    default: -1
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: largest
    type: bool
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: sorted
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: topk_out
  operator_name: topk
  overload_name: values
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor &
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor &
  schema_string: aten::topk.values(Tensor self, int k, int dim=-1, bool largest=True, bool sorted=True, *, Tensor(a!) values, Tensor(b!) indices) ->(Tensor(a!) values, Tensor(b!) indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: k
    type: int64_t
  - annotation: null
    default: -1
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: largest
    type: bool
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: sorted
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: topk
  operator_name: topk
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: values
    name: values
    type: Tensor
  - dynamic_type: Tensor
    field_name: indices
    name: indices
    type: Tensor
  schema_string: aten::topk(Tensor self, int k, int dim=-1, bool largest=True, bool sorted=True) -> (Tensor values, Tensor indices)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: all
  operator_name: all
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::all(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: any
  operator_name: any
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::any(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: p
    type: Scalar
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: maxnorm
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: renorm_out
  operator_name: renorm
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::renorm.out(Tensor self, Scalar p, int dim, Scalar maxnorm, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: p
    type: Scalar
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: maxnorm
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: renorm
  operator_name: renorm
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::renorm(Tensor self, Scalar p, int dim, Scalar maxnorm) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dimension
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: size
    type: int64_t
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: step
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: unfold
  operator_name: unfold
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::unfold(Tensor(a) self, int dimension, int size, int step) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: other
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: equal
  operator_name: equal
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: bool
    name: result
    type: bool
  schema_string: aten::equal(Tensor self, Tensor other) -> bool
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: exponent
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: pow_out
  operator_name: pow
  overload_name: Tensor_Tensor_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::pow.Tensor_Tensor_out(Tensor self, Tensor exponent, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: exponent
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: pow
  operator_name: pow
  overload_name: Tensor_Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::pow.Tensor_Tensor(Tensor self, Tensor exponent) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: self
    type: Scalar
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: exponent
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: pow_out
  operator_name: pow
  overload_name: Scalar_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::pow.Scalar_out(Scalar self, Tensor exponent, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: self
    type: Scalar
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: exponent
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: pow
  operator_name: pow
  overload_name: Scalar
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::pow.Scalar(Scalar self, Tensor exponent) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    default: 0
    dynamic_type: double
    is_nullable: false
    name: mean
    type: double
  - annotation: null
    default: 1
    dynamic_type: double
    is_nullable: false
    name: std
    type: double
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - Tensor
  method_prefix_derived: ''
  mode: native
  name: normal_
  operator_name: normal_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::normal_(Tensor(a!) self, float mean=0, float std=1, *, Generator? generator=None) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mean
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: double
    is_nullable: false
    name: std
    type: double
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: normal_out
  operator_name: normal
  overload_name: Tensor_float_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::normal.Tensor_float_out(Tensor mean, float std=1, *, Generator? generator=None, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: mean
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: double
    is_nullable: false
    name: std
    type: double
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: normal
  operator_name: normal
  overload_name: Tensor_float
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::normal.Tensor_float(Tensor mean, float std=1, *, Generator? generator=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: mean
    type: double
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: std
    type: const Tensor &
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: normal_out
  operator_name: normal
  overload_name: float_Tensor_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::normal.float_Tensor_out(float mean, Tensor std, *, Generator? generator=None, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: mean
    type: double
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: std
    type: const Tensor &
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: normal
  operator_name: normal
  overload_name: float_Tensor
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::normal.float_Tensor(float mean, Tensor std, *, Generator? generator=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: std
    type: const Tensor &
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
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    name: generator
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  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: normal_out
  operator_name: normal
  overload_name: Tensor_Tensor_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::normal.Tensor_Tensor_out(Tensor mean, Tensor std, *, Generator? generator=None, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
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    dynamic_type: Tensor
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    name: mean
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: std
    type: const Tensor &
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
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    kwarg_only: true
    name: generator
    type: Generator *
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: normal
  operator_name: normal
  overload_name: Tensor_Tensor
  python_module: ''
  requires_tensor: false
  returns:
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    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: mean
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: std
    type: double
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    kwarg_only: true
    name: generator
    type: Generator *
  - annotation: null
    default: '{}'
    dynamic_type: TensorOptions
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    kwarg_only: true
    name: options
    type: const TensorOptions &
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  device_guard: true
  inplace: false
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: normal
  operator_name: normal
  overload_name: float_float
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::normal.float_float(float mean, float std, int[] size, *, Generator? generator=None, ScalarType? dtype=None, Layout? layout=None, Device? device=None, bool? pin_memory=None) -> Tensor
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  with_gil: false
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  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: mean
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: std
    type: double
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: size
    type: IntArrayRef
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
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    kwarg_only: true
    name: generator
    type: Generator *
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  device_guard: true
  inplace: false
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  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: normal_out
  operator_name: normal
  overload_name: float_float_out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::normal.float_float_out(float mean, float std, int[] size, *, Generator? generator=None, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: a
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - Tensor
  - namespace
  method_prefix_derived: ''
  mode: native
  name: alias
  operator_name: alias
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::alias(Tensor(a) self) -> Tensor(a)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
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    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: _addr
  operator_name: _addr
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_addr(Tensor self, Tensor vec1, Tensor vec2, *, Scalar beta=1, Scalar alpha=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  method_prefix_derived: ''
  mode: native
  name: _addr_
  operator_name: _addr_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::_addr_(Tensor(a!) self, Tensor vec1, Tensor vec2, *, Scalar beta=1, Scalar alpha=1) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
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    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec1
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: vec2
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: beta
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    kwarg_only: true
    name: alpha
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _addr_out
  operator_name: _addr
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::_addr.out(Tensor self, Tensor vec1, Tensor vec2, *, Scalar beta=1, Scalar alpha=1, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: index
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: source
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _index_copy_
  operator_name: _index_copy_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::_index_copy_(Tensor(a!) self, int dim, Tensor index, Tensor source) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cumsum
  operator_name: _cumsum
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cumsum(Tensor self, int dim) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cumsum_out
  operator_name: _cumsum
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::_cumsum.out(Tensor self, int dim, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cumprod
  operator_name: _cumprod
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cumprod(Tensor self, int dim) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
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  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cumprod_out
  operator_name: _cumprod
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::_cumprod.out(Tensor self, int dim, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: unbiased
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
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  - namespace
  method_prefix_derived: ''
  mode: native
  name: _var
  operator_name: _var
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_var(Tensor self, bool unbiased=True) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: unbiased
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _std
  operator_name: _std
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_std(Tensor self, bool unbiased=True) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: b!
    dynamic_type: Tensor
    is_nullable: false
    name: found_inf
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: inv_scale
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _amp_non_finite_check_and_unscale_
  operator_name: _amp_non_finite_check_and_unscale_
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns: []
  schema_string: aten::_amp_non_finite_check_and_unscale_(Tensor(a!) self, Tensor(b!) found_inf, Tensor inv_scale) -> ()
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: growth_tracker
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: current_scale
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: found_inf
    type: const Tensor &
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: scale_growth_factor
    type: double
  - annotation: null
    dynamic_type: double
    is_nullable: false
    name: scale_backoff_factor
    type: double
  - annotation: null
    dynamic_type: int64_t
    is_nullable: false
    name: growth_interval
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _amp_update_scale
  operator_name: _amp_update_scale
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_amp_update_scale(Tensor(a!) growth_tracker, Tensor current_scale, Tensor found_inf, float scale_growth_factor, float scale_backoff_factor, int growth_interval) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: tensors
    type: TensorList
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cat
  operator_name: _cat
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::_cat(Tensor[] tensors, int dim=0) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: TensorList
    is_nullable: false
    name: tensors
    type: TensorList
  - annotation: null
    default: 0
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _cat_out
  operator_name: _cat
  overload_name: out
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::_cat.out(Tensor[] tensors, int dim=0, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: -1
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _mode
  operator_name: _mode
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::_mode(Tensor self, int dim=-1, bool keepdim=False) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: values
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: indices
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: -1
    dynamic_type: int64_t
    is_nullable: false
    name: dim
    type: int64_t
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: keepdim
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: _mode_out
  operator_name: _mode
  overload_name: values
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: values
    type: Tensor &
  - dynamic_type: Tensor
    name: indices
    type: Tensor &
  schema_string: aten::_mode.values(Tensor self, int dim=-1, bool keepdim=False, *, Tensor(a!) values, Tensor(b!) indices) -> (Tensor(a!), Tensor(b!))
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    type: Tensor
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    type: Tensor &
  - dynamic_type: Tensor
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    type: Tensor
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    type: Tensor &
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    type: Tensor &
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    type: Tensor &
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  name: multi_margin_loss_backward_out
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    type: Tensor &
  schema_string: aten::multi_margin_loss_backward.grad_input(Tensor grad_output, Tensor self, Tensor target, Scalar p, Scalar margin, Tensor? weight=None, int reduction=Mean, *, Tensor(a!) grad_input) -> Tensor(a!)
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    name: result
    type: Tensor
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  method_prefix_derived: ''
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  name: multilabel_margin_loss_out
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  returns:
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    name: out
    type: Tensor &
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  method_of:
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  method_prefix_derived: ''
  mode: native
  name: multilabel_margin_loss
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  returns:
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    name: result
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  schema_string: aten::nll_loss2d_backward.grad_input(Tensor grad_output, Tensor self, Tensor target, Tensor? weight, int reduction, int ignore_index, Tensor total_weight, *, Tensor(a!) grad_input) -> Tensor(a!)
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  name: hardsigmoid
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  name: hardsigmoid_
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  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::hardsigmoid_(Tensor(a!) self) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hardsigmoid_backward
  operator_name: hardsigmoid_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::hardsigmoid_backward(Tensor grad_output, Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: -1
    dynamic_type: Scalar
    is_nullable: false
    name: min_val
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    name: max_val
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hardtanh_out
  operator_name: hardtanh
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::hardtanh.out(Tensor self, Scalar min_val=-1, Scalar max_val=1, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: -1
    dynamic_type: Scalar
    is_nullable: false
    name: min_val
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    name: max_val
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hardtanh
  operator_name: hardtanh
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::hardtanh(Tensor self, Scalar min_val=-1, Scalar max_val=1) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
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    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: min_val
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: max_val
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hardtanh_backward_out
  operator_name: hardtanh_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::hardtanh_backward.grad_input(Tensor grad_output, Tensor self, Scalar min_val, Scalar max_val, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: min_val
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: max_val
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hardtanh_backward
  operator_name: hardtanh_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::hardtanh_backward(Tensor grad_output, Tensor self, Scalar min_val, Scalar max_val) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    default: -1
    dynamic_type: Scalar
    is_nullable: false
    name: min_val
    type: Scalar
  - annotation: null
    default: 1
    dynamic_type: Scalar
    is_nullable: false
    name: max_val
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: hardtanh_
  operator_name: hardtanh_
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::hardtanh_(Tensor(a!) self, Scalar min_val=-1, Scalar max_val=1) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 0.01
    dynamic_type: Scalar
    is_nullable: false
    name: negative_slope
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: leaky_relu_out
  operator_name: leaky_relu
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::leaky_relu.out(Tensor self, Scalar negative_slope=0.01, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    default: 0.01
    dynamic_type: Scalar
    is_nullable: false
    name: negative_slope
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: leaky_relu
  operator_name: leaky_relu
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::leaky_relu(Tensor self, Scalar negative_slope=0.01) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: negative_slope
    type: Scalar
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: self_is_result
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: leaky_relu_backward
  operator_name: leaky_relu_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::leaky_relu_backward(Tensor grad_output, Tensor self, Scalar negative_slope, bool self_is_result) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    default: 0.01
    dynamic_type: Scalar
    is_nullable: false
    name: negative_slope
    type: Scalar
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: leaky_relu_
  operator_name: leaky_relu_
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: self
    type: Tensor &
  schema_string: aten::leaky_relu_(Tensor(a!) self, Scalar negative_slope=0.01) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log_sigmoid_out
  operator_name: log_sigmoid
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::log_sigmoid.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log_sigmoid
  operator_name: log_sigmoid
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::log_sigmoid(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: output
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: buffer
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log_sigmoid_forward_out
  operator_name: log_sigmoid_forward
  overload_name: output
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: output
    type: Tensor &
  - dynamic_type: Tensor
    name: buffer
    type: Tensor &
  schema_string: aten::log_sigmoid_forward.output(Tensor self, *, Tensor(a!) output, Tensor(b!) buffer) -> (Tensor(a!), Tensor(b!))
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log_sigmoid_forward
  operator_name: log_sigmoid_forward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: output
    name: output
    type: Tensor
  - dynamic_type: Tensor
    field_name: buffer
    name: buffer
    type: Tensor
  schema_string: aten::log_sigmoid_forward(Tensor self) -> (Tensor output, Tensor buffer)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: buffer
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log_sigmoid_backward_out
  operator_name: log_sigmoid_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::log_sigmoid_backward.grad_input(Tensor grad_output, Tensor self, Tensor buffer, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: buffer
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: log_sigmoid_backward
  operator_name: log_sigmoid_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::log_sigmoid_backward(Tensor grad_output, Tensor self, Tensor buffer) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: noise
    type: const Tensor &
  - annotation: null
    default: 0.125
    dynamic_type: Scalar
    is_nullable: false
    name: lower
    type: Scalar
  - annotation: null
    default: 0.3333333333333333
    dynamic_type: Scalar
    is_nullable: false
    name: upper
    type: Scalar
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: training
    type: bool
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rrelu_with_noise_out
  operator_name: rrelu_with_noise
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::rrelu_with_noise.out(Tensor self, Tensor noise, Scalar lower=0.125, Scalar upper=0.3333333333333333, bool training=False, Generator? generator=None, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: noise
    type: const Tensor &
  - annotation: null
    default: 0.125
    dynamic_type: Scalar
    is_nullable: false
    name: lower
    type: Scalar
  - annotation: null
    default: 0.3333333333333333
    dynamic_type: Scalar
    is_nullable: false
    name: upper
    type: Scalar
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: training
    type: bool
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rrelu_with_noise
  operator_name: rrelu_with_noise
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rrelu_with_noise(Tensor self, Tensor noise, Scalar lower=0.125, Scalar upper=0.3333333333333333, bool training=False, Generator? generator=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: noise
    type: const Tensor &
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: lower
    type: Scalar
  - annotation: null
    dynamic_type: Scalar
    is_nullable: false
    name: upper
    type: Scalar
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: training
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: self_is_result
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rrelu_with_noise_backward
  operator_name: rrelu_with_noise_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::rrelu_with_noise_backward(Tensor grad_output, Tensor self, Tensor noise, Scalar lower, Scalar upper, bool training, bool self_is_result) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: noise
    type: const Tensor &
  - annotation: null
    default: 0.125
    dynamic_type: Scalar
    is_nullable: false
    name: lower
    type: Scalar
  - annotation: null
    default: 0.3333333333333333
    dynamic_type: Scalar
    is_nullable: false
    name: upper
    type: Scalar
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: training
    type: bool
  - annotation: null
    default: nullptr
    dynamic_type: Generator *
    is_nullable: false
    name: generator
    type: Generator *
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: true
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: rrelu_with_noise_
  operator_name: rrelu_with_noise_
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
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    name: indices
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    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
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    type: IntArrayRef
  category_override: ''
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  method_of:
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  method_prefix_derived: ''
  mode: native
  name: adaptive_max_pool3d_out
  operator_name: adaptive_max_pool3d
  overload_name: out
  python_module: nn
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  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  - dynamic_type: Tensor
    name: indices
    type: Tensor &
  schema_string: aten::adaptive_max_pool3d.out(Tensor self, int[3] output_size, *, Tensor(a!) out, Tensor(b!) indices) -> (Tensor(a!), Tensor(b!))
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
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    name: output_size
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    type: IntArrayRef
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  method_of:
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  mode: native
  name: adaptive_max_pool3d
  operator_name: adaptive_max_pool3d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::adaptive_max_pool3d(Tensor self, int[3] output_size) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
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    annotation: a!
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    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: indices
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
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  method_prefix_derived: ''
  mode: native
  name: adaptive_max_pool3d_backward_out
  operator_name: adaptive_max_pool3d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::adaptive_max_pool3d_backward.grad_input(Tensor grad_output, Tensor self, Tensor indices, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
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  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: adaptive_max_pool3d_backward
  operator_name: adaptive_max_pool3d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::adaptive_max_pool3d_backward(Tensor grad_output, Tensor self, Tensor indices) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
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    kwarg_only: false
    name: out
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    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
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    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
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    name: stride
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    type: IntArrayRef
  - annotation: null
    default: 0
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    name: padding
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    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
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    name: ceil_mode
    type: bool
  - annotation: null
    default: true
    dynamic_type: bool
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    name: count_include_pad
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: int64_t
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    name: divisor_override
    type: c10::optional<int64_t>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: avg_pool2d_out
  operator_name: avg_pool2d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::avg_pool2d.out(Tensor self, int[2] kernel_size, int[2] stride=[], int[2] padding=0, bool ceil_mode=False, bool count_include_pad=True, int? divisor_override=None, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
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    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
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    name: stride
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    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
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    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
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    name: ceil_mode
    type: bool
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: count_include_pad
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: int64_t
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    name: divisor_override
    type: c10::optional<int64_t>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: avg_pool2d
  operator_name: avg_pool2d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::avg_pool2d(Tensor self, int[2] kernel_size, int[2] stride=[], int[2] padding=0, bool ceil_mode=False, bool count_include_pad=True, int? divisor_override=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
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    annotation: a!
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    name: grad_input
    output: true
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  - annotation: null
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: count_include_pad
    type: bool
  - annotation: null
    dynamic_type: int64_t
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    name: divisor_override
    type: c10::optional<int64_t>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: avg_pool2d_backward_out
  operator_name: avg_pool2d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::avg_pool2d_backward.grad_input(Tensor grad_output, Tensor self, int[2] kernel_size, int[2] stride, int[2] padding, bool ceil_mode, bool count_include_pad, int? divisor_override, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: count_include_pad
    type: bool
  - annotation: null
    dynamic_type: int64_t
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    name: divisor_override
    type: c10::optional<int64_t>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: avg_pool2d_backward
  operator_name: avg_pool2d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::avg_pool2d_backward(Tensor grad_output, Tensor self, int[2] kernel_size, int[2] stride, int[2] padding, bool ceil_mode, bool count_include_pad, int? divisor_override) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
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    annotation: a!
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    kwarg_only: false
    name: out
    output: true
    type: Tensor &
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
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    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
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    name: stride
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    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
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    type: IntArrayRef
  - annotation: null
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    name: ceil_mode
    type: bool
  - annotation: null
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    dynamic_type: bool
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    name: count_include_pad
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: int64_t
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    name: divisor_override
    type: c10::optional<int64_t>
  category_override: ''
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  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: avg_pool3d_out
  operator_name: avg_pool3d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::avg_pool3d.out(Tensor self, int[3] kernel_size, int[3] stride=[], int[3] padding=0, bool ceil_mode=False, bool count_include_pad=True, int? divisor_override=None, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
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    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  - annotation: null
    default: true
    dynamic_type: bool
    is_nullable: false
    name: count_include_pad
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: int64_t
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    name: divisor_override
    type: c10::optional<int64_t>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: avg_pool3d
  operator_name: avg_pool3d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::avg_pool3d(Tensor self, int[3] kernel_size, int[3] stride=[], int[3] padding=0, bool ceil_mode=False, bool count_include_pad=True, int? divisor_override=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
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    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: count_include_pad
    type: bool
  - annotation: null
    dynamic_type: int64_t
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    name: divisor_override
    type: c10::optional<int64_t>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: avg_pool3d_backward_out
  operator_name: avg_pool3d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::avg_pool3d_backward.grad_input(Tensor grad_output, Tensor self, int[3] kernel_size, int[3] stride, int[3] padding, bool ceil_mode, bool count_include_pad, int? divisor_override, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: count_include_pad
    type: bool
  - annotation: null
    dynamic_type: int64_t
    is_nullable: true
    name: divisor_override
    type: c10::optional<int64_t>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: avg_pool3d_backward
  operator_name: avg_pool3d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::avg_pool3d_backward(Tensor grad_output, Tensor self, int[3] kernel_size, int[3] stride, int[3] padding, bool ceil_mode, bool count_include_pad, int? divisor_override) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: output
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: indices
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: random_samples
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fractional_max_pool2d_out
  operator_name: fractional_max_pool2d
  overload_name: output
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: output
    type: Tensor &
  - dynamic_type: Tensor
    name: indices
    type: Tensor &
  schema_string: aten::fractional_max_pool2d.output(Tensor self, int[2] kernel_size, int[2] output_size, Tensor random_samples, *, Tensor(a!) output, Tensor(b!) indices) -> (Tensor(a!), Tensor(b!))
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: random_samples
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fractional_max_pool2d
  operator_name: fractional_max_pool2d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::fractional_max_pool2d(Tensor self, int[2] kernel_size, int[2] output_size, Tensor random_samples) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  category_override: ''
  deprecated: false
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  method_of:
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  mode: native
  name: fractional_max_pool2d_backward_out
  operator_name: fractional_max_pool2d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::fractional_max_pool2d_backward.grad_input(Tensor grad_output, Tensor self, int[2] kernel_size, int[2] output_size, Tensor indices, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fractional_max_pool2d_backward
  operator_name: fractional_max_pool2d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fractional_max_pool2d_backward(Tensor grad_output, Tensor self, int[2] kernel_size, int[2] output_size, Tensor indices) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
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    name: output
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    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
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    kwarg_only: false
    name: indices
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: random_samples
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fractional_max_pool3d_out
  operator_name: fractional_max_pool3d
  overload_name: output
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: output
    type: Tensor &
  - dynamic_type: Tensor
    name: indices
    type: Tensor &
  schema_string: aten::fractional_max_pool3d.output(Tensor self, int[3] kernel_size, int[3] output_size, Tensor random_samples, *, Tensor(a!) output, Tensor(b!) indices) -> (Tensor(a!), Tensor(b!))
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: random_samples
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fractional_max_pool3d
  operator_name: fractional_max_pool3d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::fractional_max_pool3d(Tensor self, int[3] kernel_size, int[3] output_size, Tensor random_samples) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
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    annotation: a!
    dynamic_type: Tensor
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    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fractional_max_pool3d_backward_out
  operator_name: fractional_max_pool3d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::fractional_max_pool3d_backward.grad_input(Tensor grad_output, Tensor self, int[3] kernel_size, int[3] output_size, Tensor indices, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: fractional_max_pool3d_backward
  operator_name: fractional_max_pool3d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::fractional_max_pool3d_backward(Tensor grad_output, Tensor self, int[3] kernel_size, int[3] output_size, Tensor indices) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
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    name: out
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
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    kwarg_only: false
    name: indices
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
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    name: stride
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    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
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    name: padding
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    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
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    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_pool2d_with_indices_out
  operator_name: max_pool2d_with_indices
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  - dynamic_type: Tensor
    name: indices
    type: Tensor &
  schema_string: aten::max_pool2d_with_indices.out(Tensor self, int[2] kernel_size, int[2] stride=[], int[2] padding=0, int[2] dilation=1, bool ceil_mode=False, *, Tensor(a!) out, Tensor(b!) indices) -> (Tensor(a!), Tensor(b!))
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_pool2d_with_indices
  operator_name: max_pool2d_with_indices
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::max_pool2d_with_indices(Tensor self, int[2] kernel_size, int[2] stride=[], int[2] padding=0, int[2] dilation=1, bool ceil_mode=False) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_pool2d_with_indices_backward_out
  operator_name: max_pool2d_with_indices_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::max_pool2d_with_indices_backward.grad_input(Tensor grad_output, Tensor self, int[2] kernel_size, int[2] stride, int[2] padding, int[2] dilation, bool ceil_mode, Tensor indices, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_pool2d_with_indices_backward
  operator_name: max_pool2d_with_indices_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::max_pool2d_with_indices_backward(Tensor grad_output, Tensor self, int[2] kernel_size, int[2] stride, int[2] padding, int[2] dilation, bool ceil_mode, Tensor indices) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
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    annotation: a!
    dynamic_type: Tensor
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    kwarg_only: false
    name: out
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    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: indices
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
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    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 3
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_pool3d_with_indices_out
  operator_name: max_pool3d_with_indices
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  - dynamic_type: Tensor
    name: indices
    type: Tensor &
  schema_string: aten::max_pool3d_with_indices.out(Tensor self, int[3] kernel_size, int[3] stride=[], int[3] padding=0, int[3] dilation=1, bool ceil_mode=False, *, Tensor(a!) out, Tensor(b!) indices) -> (Tensor(a!), Tensor(b!))
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 3
    type: IntArrayRef
  - annotation: null
    default: false
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_pool3d_with_indices
  operator_name: max_pool3d_with_indices
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result0
    type: Tensor
  - dynamic_type: Tensor
    name: result1
    type: Tensor
  schema_string: aten::max_pool3d_with_indices(Tensor self, int[3] kernel_size, int[3] stride=[], int[3] padding=0, int[3] dilation=1, bool ceil_mode=False) -> (Tensor, Tensor)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
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    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_pool3d_with_indices_backward_out
  operator_name: max_pool3d_with_indices_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::max_pool3d_with_indices_backward.grad_input(Tensor grad_output, Tensor self, int[3] kernel_size, int[3] stride, int[3] padding, int[3] dilation, bool ceil_mode, Tensor indices, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: ceil_mode
    type: bool
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: indices
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: max_pool3d_with_indices_backward
  operator_name: max_pool3d_with_indices_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::max_pool3d_with_indices_backward(Tensor grad_output, Tensor self, int[3] kernel_size, int[3] stride, int[3] padding, int[3] dilation, bool ceil_mode, Tensor indices) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
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  method_prefix_derived: ''
  mode: native
  name: replication_pad1d_backward
  operator_name: replication_pad1d_backward
  overload_name: ''
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  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
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  arguments:
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    annotation: a!
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    name: out
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    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    type: const Tensor &
  - annotation: null
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  method_of:
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  method_prefix_derived: ''
  mode: native
  name: replication_pad2d_out
  operator_name: replication_pad2d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::replication_pad2d.out(Tensor self, int[4] padding, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
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    name: padding
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    type: IntArrayRef
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  method_of:
  - Type
  - namespace
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  mode: native
  name: replication_pad2d
  operator_name: replication_pad2d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
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  use_c10_dispatcher: unboxed_only
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    annotation: a!
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    name: grad_input
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    type: Tensor &
  - annotation: null
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  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
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    name: padding
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    type: IntArrayRef
  category_override: ''
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  matches_jit_signature: true
  method_of:
  - Type
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  method_prefix_derived: ''
  mode: native
  name: replication_pad2d_backward_out
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  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::replication_pad2d_backward.grad_input(Tensor grad_output, Tensor self, int[4] padding, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
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  - annotation: null
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    name: grad_output
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  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
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    name: padding
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    type: IntArrayRef
  category_override: ''
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  device_guard: true
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  matches_jit_signature: true
  method_of:
  - Type
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  method_prefix_derived: ''
  mode: native
  name: replication_pad2d_backward
  operator_name: replication_pad2d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::replication_pad2d_backward(Tensor grad_output, Tensor self, int[4] padding) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
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    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 6
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: replication_pad3d_out
  operator_name: replication_pad3d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::replication_pad3d.out(Tensor self, int[6] padding, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 6
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
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  method_prefix_derived: ''
  mode: native
  name: replication_pad3d
  operator_name: replication_pad3d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::replication_pad3d(Tensor self, int[6] padding) -> Tensor
  use_c10_dispatcher: unboxed_only
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    annotation: a!
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    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 6
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
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  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: replication_pad3d_backward_out
  operator_name: replication_pad3d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::replication_pad3d_backward.grad_input(Tensor grad_output, Tensor self, int[6] padding, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
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    name: padding
    size: 6
    type: IntArrayRef
  category_override: ''
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  device_guard: true
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  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: replication_pad3d_backward
  operator_name: replication_pad3d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::replication_pad3d_backward(Tensor grad_output, Tensor self, int[6] padding) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
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    annotation: a!
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    name: out
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    type: Tensor &
  - annotation: null
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 1
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
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    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
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    name: scales
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  category_override: ''
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  device_guard: true
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  is_factory_method: null
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  matches_jit_signature: true
  method_of:
  - Type
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  method_prefix_derived: ''
  mode: native
  name: upsample_linear1d_out
  operator_name: upsample_linear1d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::upsample_linear1d.out(Tensor self, int[1] output_size, bool align_corners, float? scales=None, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
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    name: output_size
    size: 1
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_linear1d
  operator_name: upsample_linear1d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::upsample_linear1d(Tensor self, int[1] output_size, bool align_corners, float? scales=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
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    annotation: a!
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    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
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    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_linear1d_backward_out
  operator_name: upsample_linear1d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::upsample_linear1d_backward.grad_input(Tensor grad_output, int[1] output_size, int[3] input_size, bool align_corners, float? scales=None, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
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  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
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  - annotation: null
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    name: output_size
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    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
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    name: scales
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_linear1d_backward
  operator_name: upsample_linear1d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::upsample_linear1d_backward(Tensor grad_output, int[1] output_size, int[3] input_size, bool align_corners, float? scales=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
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    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_bilinear2d_out
  operator_name: upsample_bilinear2d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::upsample_bilinear2d.out(Tensor self, int[2] output_size, bool align_corners, float? scales_h=None, float? scales_w=None, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
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    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_bilinear2d
  operator_name: upsample_bilinear2d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::upsample_bilinear2d(Tensor self, int[2] output_size, bool align_corners, float? scales_h=None, float? scales_w=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
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    annotation: a!
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    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 4
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_bilinear2d_backward_out
  operator_name: upsample_bilinear2d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::upsample_bilinear2d_backward.grad_input(Tensor grad_output, int[2] output_size, int[4] input_size, bool align_corners, float? scales_h=None, float? scales_w=None, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
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    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 4
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_bilinear2d_backward
  operator_name: upsample_bilinear2d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::upsample_bilinear2d_backward(Tensor grad_output, int[2] output_size, int[4] input_size, bool align_corners, float? scales_h=None, float? scales_w=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_bicubic2d_out
  operator_name: upsample_bicubic2d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::upsample_bicubic2d.out(Tensor self, int[2] output_size, bool align_corners, float? scales_h=None, float? scales_w=None, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_bicubic2d
  operator_name: upsample_bicubic2d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::upsample_bicubic2d(Tensor self, int[2] output_size, bool align_corners, float? scales_h=None, float? scales_w=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 4
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_bicubic2d_backward_out
  operator_name: upsample_bicubic2d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::upsample_bicubic2d_backward.grad_input(Tensor grad_output, int[2] output_size, int[4] input_size, bool align_corners, float? scales_h=None, float? scales_w=None, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 4
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_bicubic2d_backward
  operator_name: upsample_bicubic2d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::upsample_bicubic2d_backward(Tensor grad_output, int[2] output_size, int[4] input_size, bool align_corners, float? scales_h=None, float? scales_w=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_d
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_trilinear3d_out
  operator_name: upsample_trilinear3d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::upsample_trilinear3d.out(Tensor self, int[3] output_size, bool align_corners, float? scales_d=None, float? scales_h=None, float? scales_w=None, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_d
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_trilinear3d
  operator_name: upsample_trilinear3d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::upsample_trilinear3d(Tensor self, int[3] output_size, bool align_corners, float? scales_d=None, float? scales_h=None, float? scales_w=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 5
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_d
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_trilinear3d_backward_out
  operator_name: upsample_trilinear3d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::upsample_trilinear3d_backward.grad_input(Tensor grad_output, int[3] output_size, int[5] input_size, bool align_corners, float? scales_d=None, float? scales_h=None, float? scales_w=None, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 5
    type: IntArrayRef
  - annotation: null
    dynamic_type: bool
    is_nullable: false
    name: align_corners
    type: bool
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_d
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_trilinear3d_backward
  operator_name: upsample_trilinear3d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::upsample_trilinear3d_backward(Tensor grad_output, int[3] output_size, int[5] input_size, bool align_corners, float? scales_d=None, float? scales_h=None, float? scales_w=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 1
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_nearest1d_out
  operator_name: upsample_nearest1d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::upsample_nearest1d.out(Tensor self, int[1] output_size, float? scales=None, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 1
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_nearest1d
  operator_name: upsample_nearest1d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::upsample_nearest1d(Tensor self, int[1] output_size, float? scales=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 1
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 3
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_nearest1d_backward_out
  operator_name: upsample_nearest1d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::upsample_nearest1d_backward.grad_input(Tensor grad_output, int[1] output_size, int[3] input_size, float? scales=None, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 1
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 3
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_nearest1d_backward
  operator_name: upsample_nearest1d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::upsample_nearest1d_backward(Tensor grad_output, int[1] output_size, int[3] input_size, float? scales=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_nearest2d_out
  operator_name: upsample_nearest2d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::upsample_nearest2d.out(Tensor self, int[2] output_size, float? scales_h=None, float? scales_w=None, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_nearest2d
  operator_name: upsample_nearest2d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::upsample_nearest2d(Tensor self, int[2] output_size, float? scales_h=None, float? scales_w=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 4
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_nearest2d_backward_out
  operator_name: upsample_nearest2d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::upsample_nearest2d_backward.grad_input(Tensor grad_output, int[2] output_size, int[4] input_size, float? scales_h=None, float? scales_w=None, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 4
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_nearest2d_backward
  operator_name: upsample_nearest2d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::upsample_nearest2d_backward(Tensor grad_output, int[2] output_size, int[4] input_size, float? scales_h=None, float? scales_w=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 3
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_d
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_nearest3d_out
  operator_name: upsample_nearest3d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::upsample_nearest3d.out(Tensor self, int[3] output_size, float? scales_d=None, float? scales_h=None, float? scales_w=None, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 3
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_d
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_nearest3d
  operator_name: upsample_nearest3d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::upsample_nearest3d(Tensor self, int[3] output_size, float? scales_d=None, float? scales_h=None, float? scales_w=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 5
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_d
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_nearest3d_backward_out
  operator_name: upsample_nearest3d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::upsample_nearest3d_backward.grad_input(Tensor grad_output, int[3] output_size, int[5] input_size, float? scales_d=None, float? scales_h=None, float? scales_w=None, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 5
    type: IntArrayRef
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_d
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_h
    type: c10::optional<double>
  - annotation: null
    default: c10::nullopt
    dynamic_type: double
    is_nullable: true
    name: scales_w
    type: c10::optional<double>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: upsample_nearest3d_backward
  operator_name: upsample_nearest3d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::upsample_nearest3d_backward(Tensor grad_output, int[3] output_size, int[5] input_size, float? scales_d=None, float? scales_h=None, float? scales_w=None) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: output
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sigmoid_backward_out
  operator_name: sigmoid_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::sigmoid_backward.grad_input(Tensor grad_output, Tensor output, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: output
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: sigmoid_backward
  operator_name: sigmoid_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::sigmoid_backward(Tensor grad_output, Tensor output) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: output
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: tanh_backward_out
  operator_name: tanh_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::tanh_backward.grad_input(Tensor grad_output, Tensor output, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: output
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: tanh_backward
  operator_name: tanh_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::tanh_backward(Tensor grad_output, Tensor output) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv_transpose2d_out
  operator_name: slow_conv_transpose2d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::slow_conv_transpose2d.out(Tensor self, Tensor weight, int[2] kernel_size, Tensor? bias=None, int[2] stride=1, int[2] padding=0, int[2] output_padding=0, int[2] dilation=1, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv_transpose2d
  operator_name: slow_conv_transpose2d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::slow_conv_transpose2d(Tensor self, Tensor weight, int[2] kernel_size, Tensor? bias=None, int[2] stride=1, int[2] padding=0, int[2] output_padding=0, int[2] dilation=1) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: true
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    is_nullable: true
    kwarg_only: false
    name: grad_weight
    output: true
    type: Tensor &
  - allocate: true
    annotation: c!
    dynamic_type: Tensor
    is_nullable: true
    kwarg_only: false
    name: grad_bias
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: columns
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: ones
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv_transpose2d_backward_out
  operator_name: slow_conv_transpose2d_backward
  overload_name: grad_output
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  - dynamic_type: Tensor
    name: grad_weight
    type: Tensor &
  - dynamic_type: Tensor
    name: grad_bias
    type: Tensor &
  schema_string: aten::slow_conv_transpose2d_backward.grad_output(Tensor grad_output, Tensor self, Tensor weight, int[2] kernel_size, int[2] stride, int[2] padding, int[2] output_padding, int[2] dilation, Tensor columns, Tensor ones, *, Tensor(a!)? grad_input, Tensor(b!)? grad_weight, Tensor(c!)? grad_bias) -> (Tensor(a!), Tensor(b!), Tensor(c!))
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: columns
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: ones
    type: const Tensor &
  - annotation: null
    dynamic_type: std::array<bool,3>
    is_nullable: false
    name: output_mask
    type: std::array<bool,3>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv_transpose2d_backward
  operator_name: slow_conv_transpose2d_backward
  overload_name: output_mask
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: grad_input
    name: grad_input
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_weight
    name: grad_weight
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_bias
    name: grad_bias
    type: Tensor
  schema_string: aten::slow_conv_transpose2d_backward.output_mask(Tensor grad_output, Tensor self, Tensor weight, int[2] kernel_size, int[2] stride, int[2] padding, int[2] output_padding, int[2] dilation, Tensor columns, Tensor ones, bool[3] output_mask) -> (Tensor grad_input, Tensor grad_weight, Tensor grad_bias)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 3
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv_transpose3d_out
  operator_name: slow_conv_transpose3d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::slow_conv_transpose3d.out(Tensor self, Tensor weight, int[3] kernel_size, Tensor? bias=None, int[3] stride=1, int[3] padding=0, int[3] output_padding=0, int[3] dilation=1, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 3
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv_transpose3d
  operator_name: slow_conv_transpose3d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::slow_conv_transpose3d(Tensor self, Tensor weight, int[3] kernel_size, Tensor? bias=None, int[3] stride=1, int[3] padding=0, int[3] output_padding=0, int[3] dilation=1) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: true
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    is_nullable: true
    kwarg_only: false
    name: grad_weight
    output: true
    type: Tensor &
  - allocate: true
    annotation: c!
    dynamic_type: Tensor
    is_nullable: true
    kwarg_only: false
    name: grad_bias
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: finput
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: fgrad_input
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv_transpose3d_backward_out
  operator_name: slow_conv_transpose3d_backward
  overload_name: grad_output
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  - dynamic_type: Tensor
    name: grad_weight
    type: Tensor &
  - dynamic_type: Tensor
    name: grad_bias
    type: Tensor &
  schema_string: aten::slow_conv_transpose3d_backward.grad_output(Tensor grad_output, Tensor self, Tensor weight, int[3] kernel_size, int[3] stride, int[3] padding, int[3] output_padding, int[3] dilation, Tensor finput, Tensor fgrad_input, *, Tensor(a!)? grad_input, Tensor(b!)? grad_weight, Tensor(c!)? grad_bias) -> (Tensor(a!), Tensor(b!), Tensor(c!))
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_padding
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: finput
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: fgrad_input
    type: const Tensor &
  - annotation: null
    dynamic_type: std::array<bool,3>
    is_nullable: false
    name: output_mask
    type: std::array<bool,3>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv_transpose3d_backward
  operator_name: slow_conv_transpose3d_backward
  overload_name: output_mask
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: grad_input
    name: grad_input_return
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_weight
    name: grad_weight
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_bias
    name: grad_bias
    type: Tensor
  schema_string: aten::slow_conv_transpose3d_backward.output_mask(Tensor grad_output, Tensor self, Tensor weight, int[3] kernel_size, int[3] stride, int[3] padding, int[3] output_padding, int[3] dilation, Tensor finput, Tensor fgrad_input, bool[3] output_mask) -> (Tensor grad_input, Tensor grad_weight, Tensor grad_bias)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: thnn_conv2d_out
  operator_name: thnn_conv2d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::thnn_conv2d.out(Tensor self, Tensor weight, int[2] kernel_size, Tensor? bias=None, int[2] stride=1, int[2] padding=0, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: thnn_conv2d
  operator_name: thnn_conv2d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::thnn_conv2d(Tensor self, Tensor weight, int[2] kernel_size, Tensor? bias=None, int[2] stride=1, int[2] padding=0) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: output
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: finput
    output: true
    type: Tensor &
  - allocate: true
    annotation: c!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: fgrad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: thnn_conv2d_forward_out
  operator_name: thnn_conv2d_forward
  overload_name: output
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: output
    type: Tensor &
  - dynamic_type: Tensor
    name: finput
    type: Tensor &
  - dynamic_type: Tensor
    name: fgrad_input
    type: Tensor &
  schema_string: aten::thnn_conv2d_forward.output(Tensor self, Tensor weight, int[2] kernel_size, Tensor? bias, int[2] stride, int[2] padding, *, Tensor(a!) output, Tensor(b!) finput, Tensor(c!) fgrad_input) -> (Tensor(a!), Tensor(b!), Tensor(c!))
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: thnn_conv2d_forward
  operator_name: thnn_conv2d_forward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: output
    name: output
    type: Tensor
  - dynamic_type: Tensor
    field_name: finput
    name: finput
    type: Tensor
  - dynamic_type: Tensor
    field_name: fgrad_input
    name: fgrad_input
    type: Tensor
  schema_string: aten::thnn_conv2d_forward(Tensor self, Tensor weight, int[2] kernel_size, Tensor? bias, int[2] stride, int[2] padding) -> (Tensor output, Tensor finput, Tensor fgrad_input)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: true
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    is_nullable: true
    kwarg_only: false
    name: grad_weight
    output: true
    type: Tensor &
  - allocate: true
    annotation: c!
    dynamic_type: Tensor
    is_nullable: true
    kwarg_only: false
    name: grad_bias
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: finput
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: fgrad_input
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: thnn_conv2d_backward_out
  operator_name: thnn_conv2d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  - dynamic_type: Tensor
    name: grad_weight
    type: Tensor &
  - dynamic_type: Tensor
    name: grad_bias
    type: Tensor &
  schema_string: aten::thnn_conv2d_backward.grad_input(Tensor grad_output, Tensor self, Tensor weight, int[2] kernel_size, int[2] stride, int[2] padding, Tensor finput, Tensor fgrad_input, *, Tensor(a!)? grad_input, Tensor(b!)? grad_weight, Tensor(c!)? grad_bias) -> (Tensor(a!), Tensor(b!), Tensor(c!))
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: finput
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: fgrad_input
    type: const Tensor &
  - annotation: null
    dynamic_type: std::array<bool,3>
    is_nullable: false
    name: output_mask
    type: std::array<bool,3>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: thnn_conv2d_backward
  operator_name: thnn_conv2d_backward
  overload_name: output_mask
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: grad_input
    name: grad_input_return
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_weight
    name: grad_weight
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_bias
    name: grad_bias
    type: Tensor
  schema_string: aten::thnn_conv2d_backward.output_mask(Tensor grad_output, Tensor self, Tensor weight, int[2] kernel_size, int[2] stride, int[2] padding, Tensor finput, Tensor fgrad_input, bool[3] output_mask) -> (Tensor grad_input, Tensor grad_weight, Tensor grad_bias)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: thnn_conv_depthwise2d_out
  operator_name: thnn_conv_depthwise2d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::thnn_conv_depthwise2d.out(Tensor self, Tensor weight, int[2] kernel_size, Tensor? bias=None, int[2] stride=1, int[2] padding=0, int[2] dilation=1, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: thnn_conv_depthwise2d
  operator_name: thnn_conv_depthwise2d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::thnn_conv_depthwise2d(Tensor self, Tensor weight, int[2] kernel_size, Tensor? bias=None, int[2] stride=1, int[2] padding=0, int[2] dilation=1) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: thnn_conv_depthwise2d_forward_out
  operator_name: thnn_conv_depthwise2d_forward
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::thnn_conv_depthwise2d_forward.out(Tensor self, Tensor weight, int[2] kernel_size, Tensor? bias, int[2] stride, int[2] padding, int[2] dilation, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: thnn_conv_depthwise2d_forward
  operator_name: thnn_conv_depthwise2d_forward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::thnn_conv_depthwise2d_forward(Tensor self, Tensor weight, int[2] kernel_size, Tensor? bias, int[2] stride, int[2] padding, int[2] dilation) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: true
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    is_nullable: true
    kwarg_only: false
    name: grad_weight
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: thnn_conv_depthwise2d_backward_out
  operator_name: thnn_conv_depthwise2d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  - dynamic_type: Tensor
    name: grad_weight
    type: Tensor &
  schema_string: aten::thnn_conv_depthwise2d_backward.grad_input(Tensor grad_output, Tensor self, Tensor weight, int[2] kernel_size, int[2] stride, int[2] padding, int[2] dilation, *, Tensor(a!)? grad_input, Tensor(b!)? grad_weight) -> (Tensor(a!), Tensor(b!))
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: std::array<bool,2>
    is_nullable: false
    name: output_mask
    type: std::array<bool,2>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: thnn_conv_depthwise2d_backward
  operator_name: thnn_conv_depthwise2d_backward
  overload_name: output_mask
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: grad_input
    name: grad_input
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_weight
    name: grad_weight
    type: Tensor
  schema_string: aten::thnn_conv_depthwise2d_backward.output_mask(Tensor grad_output, Tensor self, Tensor weight, int[2] kernel_size, int[2] stride, int[2] padding, int[2] dilation, bool[2] output_mask) -> (Tensor grad_input, Tensor grad_weight)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv3d_out
  operator_name: slow_conv3d
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::slow_conv3d.out(Tensor self, Tensor weight, int[3] kernel_size, Tensor? bias=None, int[3] stride=1, int[3] padding=0, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv3d
  operator_name: slow_conv3d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::slow_conv3d(Tensor self, Tensor weight, int[3] kernel_size, Tensor? bias=None, int[3] stride=1, int[3] padding=0) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: output
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: finput
    output: true
    type: Tensor &
  - allocate: true
    annotation: c!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: fgrad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv3d_forward_out
  operator_name: slow_conv3d_forward
  overload_name: output
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: output
    type: Tensor &
  - dynamic_type: Tensor
    name: finput
    type: Tensor &
  - dynamic_type: Tensor
    name: fgrad_input
    type: Tensor &
  schema_string: aten::slow_conv3d_forward.output(Tensor self, Tensor weight, int[3] kernel_size, Tensor? bias, int[3] stride, int[3] padding, *, Tensor(a!) output, Tensor(b!) finput, Tensor(c!) fgrad_input) -> (Tensor(a!), Tensor(b!), Tensor(c!))
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv3d_forward
  operator_name: slow_conv3d_forward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: output
    name: output
    type: Tensor
  - dynamic_type: Tensor
    field_name: finput
    name: finput
    type: Tensor
  - dynamic_type: Tensor
    field_name: fgrad_input
    name: fgrad_input
    type: Tensor
  schema_string: aten::slow_conv3d_forward(Tensor self, Tensor weight, int[3] kernel_size, Tensor? bias, int[3] stride, int[3] padding) -> (Tensor output, Tensor finput, Tensor fgrad_input)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: true
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - allocate: true
    annotation: b!
    dynamic_type: Tensor
    is_nullable: true
    kwarg_only: false
    name: grad_weight
    output: true
    type: Tensor &
  - allocate: true
    annotation: c!
    dynamic_type: Tensor
    is_nullable: true
    kwarg_only: false
    name: grad_bias
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: finput
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: fgrad_input
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv3d_backward_out
  operator_name: slow_conv3d_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  - dynamic_type: Tensor
    name: grad_weight
    type: Tensor &
  - dynamic_type: Tensor
    name: grad_bias
    type: Tensor &
  schema_string: aten::slow_conv3d_backward.grad_input(Tensor grad_output, Tensor self, Tensor weight, int[3] kernel_size, int[3] stride, int[3] padding, Tensor finput, Tensor fgrad_input, *, Tensor(a!)? grad_input, Tensor(b!)? grad_weight, Tensor(c!)? grad_bias) -> (Tensor(a!), Tensor(b!), Tensor(c!))
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: finput
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: fgrad_input
    type: const Tensor &
  - annotation: null
    dynamic_type: std::array<bool,3>
    is_nullable: false
    name: output_mask
    type: std::array<bool,3>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv3d_backward
  operator_name: slow_conv3d_backward
  overload_name: output_mask
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: grad_input
    name: grad_input_return
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_weight
    name: grad_weight
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_bias
    name: grad_bias
    type: Tensor
  schema_string: aten::slow_conv3d_backward.output_mask(Tensor grad_output, Tensor self, Tensor weight, int[3] kernel_size, int[3] stride, int[3] padding, Tensor finput, Tensor fgrad_input, bool[3] output_mask) -> (Tensor grad_input, Tensor grad_weight, Tensor grad_bias)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv_dilated2d
  operator_name: slow_conv_dilated2d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::slow_conv_dilated2d(Tensor self, Tensor weight, int[2] kernel_size, Tensor? bias=None, int[2] stride=1, int[2] padding=0, int[2] dilation=1) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: std::array<bool,3>
    is_nullable: false
    name: output_mask
    type: std::array<bool,3>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv_dilated2d_backward
  operator_name: slow_conv_dilated2d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: grad_input
    name: grad_input
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_weight
    name: grad_weight
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_bias
    name: grad_bias
    type: Tensor
  schema_string: aten::slow_conv_dilated2d_backward(Tensor grad_output, Tensor self, Tensor weight, int[2] kernel_size, int[2] stride, int[2] padding, int[2] dilation, bool[3] output_mask) -> (Tensor grad_input, Tensor grad_weight, Tensor grad_bias)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    default: '{}'
    dynamic_type: Tensor
    is_nullable: true
    name: bias
    type: const Tensor &
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 0
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    default: 1
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 3
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv_dilated3d
  operator_name: slow_conv_dilated3d
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::slow_conv_dilated3d(Tensor self, Tensor weight, int[3] kernel_size, Tensor? bias=None, int[3] stride=1, int[3] padding=0, int[3] dilation=1) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: weight
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 3
    type: IntArrayRef
  - annotation: null
    dynamic_type: std::array<bool,3>
    is_nullable: false
    name: output_mask
    type: std::array<bool,3>
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: slow_conv_dilated3d_backward
  operator_name: slow_conv_dilated3d_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    field_name: grad_input
    name: grad_input
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_weight
    name: grad_weight
    type: Tensor
  - dynamic_type: Tensor
    field_name: grad_bias
    name: grad_bias
    type: Tensor
  schema_string: aten::slow_conv_dilated3d_backward(Tensor grad_output, Tensor self, Tensor weight, int[3] kernel_size, int[3] stride, int[3] padding, int[3] dilation, bool[3] output_mask) -> (Tensor grad_input, Tensor grad_weight, Tensor grad_bias)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
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    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: col2im_out
  operator_name: col2im
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::col2im.out(Tensor self, int[2] output_size, int[2] kernel_size, int[2] dilation, int[2] padding, int[2] stride, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: output_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: col2im
  operator_name: col2im
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::col2im(Tensor self, int[2] output_size, int[2] kernel_size, int[2] dilation, int[2] padding, int[2] stride) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: col2im_backward_out
  operator_name: col2im_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::col2im_backward.grad_input(Tensor grad_output, int[2] kernel_size, int[2] dilation, int[2] padding, int[2] stride, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: col2im_backward
  operator_name: col2im_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::col2im_backward(Tensor grad_output, int[2] kernel_size, int[2] dilation, int[2] padding, int[2] stride) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: out
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: im2col_out
  operator_name: im2col
  overload_name: out
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: out
    type: Tensor &
  schema_string: aten::im2col.out(Tensor self, int[2] kernel_size, int[2] dilation, int[2] padding, int[2] stride, *, Tensor(a!) out) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: im2col
  operator_name: im2col
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::im2col(Tensor self, int[2] kernel_size, int[2] dilation, int[2] padding, int[2] stride) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - allocate: true
    annotation: a!
    dynamic_type: Tensor
    is_nullable: false
    kwarg_only: false
    name: grad_input
    output: true
    type: Tensor &
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: im2col_backward_out
  operator_name: im2col_backward
  overload_name: grad_input
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: grad_input
    type: Tensor &
  schema_string: aten::im2col_backward.grad_input(Tensor grad_output, int[2] input_size, int[2] kernel_size, int[2] dilation, int[2] padding, int[2] stride, *, Tensor(a!) grad_input) -> Tensor(a!)
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: true
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: grad_output
    type: const Tensor &
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: input_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: kernel_size
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: dilation
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: padding
    size: 2
    type: IntArrayRef
  - annotation: null
    dynamic_type: IntArrayRef
    is_nullable: false
    name: stride
    size: 2
    type: IntArrayRef
  category_override: ''
  deprecated: false
  device_guard: true
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: im2col_backward
  operator_name: im2col_backward
  overload_name: ''
  python_module: nn
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::im2col_backward(Tensor grad_output, int[2] input_size, int[2] kernel_size, int[2] dilation, int[2] padding, int[2] stride) -> Tensor
  use_c10_dispatcher: unboxed_only
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: isfinite
  operator_name: isfinite
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::isfinite(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
- abstract: false
  arguments:
  - annotation: null
    dynamic_type: Tensor
    is_nullable: false
    name: self
    type: const Tensor &
  category_override: ''
  deprecated: false
  device_guard: false
  inplace: false
  is_factory_method: null
  manual_kernel_registration: false
  matches_jit_signature: true
  method_of:
  - Type
  - namespace
  method_prefix_derived: ''
  mode: native
  name: isinf
  operator_name: isinf
  overload_name: ''
  python_module: ''
  requires_tensor: false
  returns:
  - dynamic_type: Tensor
    name: result
    type: Tensor
  schema_string: aten::isinf(Tensor self) -> Tensor
  use_c10_dispatcher: full
  with_gil: false
