#if !defined(TORCH_STABLE_ONLY) && !defined(TORCH_TARGET_VERSION)
#pragma once

#include <ATen/cpu/vec/intrinsics.h>
#include <ATen/cpu/vec/vec512/vec512_bfloat16.h>
#include <ATen/cpu/vec/vec_base.h>
#include <ATen/cpu/vec/vec_convert.h>

namespace at::vec {
inline namespace CPU_CAPABILITY {

#if defined(CPU_CAPABILITY_AVX512) && !defined(_MSC_VER)

template <>
struct VecConvert<float, 1, BFloat16, 1> {
  static inline VectorizedN<float, 1> apply(
      const VectorizedN<BFloat16, 1>& src) {
    VectorizedN<float, 1> result;
    __m512 value;
    cvtbf16_fp32(_mm512_castsi512_si256(src[0]), value);
    result[0] = value;
    return result;
  }
};

template <>
struct VecConvert<float, 1, Half, 1> {
  static inline VectorizedN<float, 1> apply(const VectorizedN<Half, 1>& src) {
    VectorizedN<float, 1> result;
    __m512 value;
    cvtfp16_fp32(_mm512_castsi512_si256(src[0]), value);
    result[0] = value;
    return result;
  }
};

template <>
struct VecConvert<BFloat16, 1, float, 1> {
  static inline VectorizedN<BFloat16, 1> apply(
      const VectorizedN<float, 1>& src) {
    VectorizedN<BFloat16, 1> result;
    result[0] = _mm512_castsi256_si512(cvtfp32_bf16(src[0]));
    return result;
  }
};

template <>
struct VecConvert<BFloat16, 1, float, 2> {
  static inline VectorizedN<BFloat16, 1> apply(
      const VectorizedN<float, 2>& src) {
    VectorizedN<BFloat16, 1> result;
    result[0] = convert_float_bfloat16(src[0], src[1]);
    return result;
  }
};

template <>
struct VecConvert<float, 2, BFloat16, 1> {
  static inline VectorizedN<float, 2> apply(
      const VectorizedN<BFloat16, 1>& src) {
    VectorizedN<float, 2> result;
    std::tie(result[0], result[1]) = convert_bfloat16_float(src[0]);
    return result;
  }
};

template <>
struct VecConvert<Half, 1, float, 1> {
  static inline VectorizedN<Half, 1> apply(const VectorizedN<float, 1>& src) {
    VectorizedN<Half, 1> result;
    result[0] = _mm512_castsi256_si512(cvtfp32_fp16(src[0]));
    return result;
  }
};

template <>
struct VecConvert<Half, 1, float, 2> {
  static inline VectorizedN<Half, 1> apply(const VectorizedN<float, 2>& src) {
    VectorizedN<Half, 1> result;
    result[0] = convert_float_half(src[0], src[1]);
    return result;
  }
};

template <>
struct VecConvert<float, 2, Half, 1> {
  static inline VectorizedN<float, 2> apply(const VectorizedN<Half, 1>& src) {
    VectorizedN<float, 2> result;
    std::tie(result[0], result[1]) = convert_half_float(src[0]);
    return result;
  }
};

template <>
struct VecConvert<float, 1, int64_t, 2> {
  static inline VectorizedN<float, 1> apply(
      const VectorizedN<int64_t, 2>& src) {
    auto low = _mm512_cvtepi64_ps(src[0]);
    auto high = _mm512_cvtepi64_ps(src[1]);
    return Vectorized<float>(
        _mm512_insertf32x8(_mm512_castps256_ps512(low), high, 1));
  }
};

template <>
struct VecConvert<int64_t, 2, float, 1> {
  static inline VectorizedN<int64_t, 2> apply(
      const VectorizedN<float, 1>& src) {
    at::vec::VectorizedN<int64_t, 2> result;
    result[0] = _mm512_cvt_roundps_epi64(
        _mm512_castps512_ps256(src[0]), _MM_FROUND_TO_ZERO | _MM_FROUND_NO_EXC);
    result[1] = _mm512_cvt_roundps_epi64(
        _mm512_extractf32x8_ps(src[0], 1),
        _MM_FROUND_TO_ZERO | _MM_FROUND_NO_EXC);
    return result;
  }
};

template <>
struct VecConvert<int32_t, 1, int64_t, 2> {
  static inline VectorizedN<int32_t, 1> apply(
      const VectorizedN<int64_t, 2>& src) {
    auto low = _mm512_cvtepi64_epi32(src[0]);
    auto high = _mm512_cvtepi64_epi32(src[1]);
    return Vectorized<int32_t>(
        _mm512_inserti32x8(_mm512_castsi256_si512(low), high, 1));
  }
};

template <>
struct VecConvert<int64_t, 2, int32_t, 1> {
  static inline VectorizedN<int64_t, 2> apply(
      const VectorizedN<int32_t, 1>& src) {
    at::vec::VectorizedN<int64_t, 2> result;
    result[0] = _mm512_cvtepi32_epi64(_mm512_castsi512_si256(src[0]));
    result[1] = _mm512_cvtepi32_epi64(_mm512_extracti32x8_epi32(src[0], 1));
    return result;
  }
};

template <>
struct VecConvert<int32_t, 1, int8_t, 1> {
  static inline VectorizedN<int32_t, 1> apply(
      const VectorizedN<int8_t, 1>& src) {
    auto src128 = _mm512_castsi512_si128(src[0]);
    return Vectorized<int32_t>(_mm512_cvtepi8_epi32(src128));
  }
};

template <>
struct VecConvert<int32_t, 1, uint8_t, 1> {
  static inline VectorizedN<int32_t, 1> apply(
      const VectorizedN<uint8_t, 1>& src) {
    auto src128 = _mm512_castsi512_si128(src[0]);
    return Vectorized<int32_t>(_mm512_cvtepu8_epi32(src128));
  }
};

template <>
struct VecConvert<int32_t, 1, float, 1> {
  static inline VectorizedN<int32_t, 1> apply(
      const VectorizedN<float, 1>& src) {
    return Vectorized<int32_t>(_mm512_cvttps_epi32(src[0]));
  }
};

template <>
struct VecConvert<float, 1, int32_t, 1> {
  static inline VectorizedN<float, 1> apply(
      const VectorizedN<int32_t, 1>& src) {
    return Vectorized<float>(_mm512_cvtepi32_ps(src[0]));
  }
};

template <>
struct VecConvert<int16_t, 1, uint8_t, 1> {
  static inline VectorizedN<int16_t, 1> apply(
      const VectorizedN<uint8_t, 1>& src) {
    auto src256 = _mm512_castsi512_si256(src[0]);
    return Vectorized<int16_t>(_mm512_cvtepu8_epi16(src256));
  }
};

template <>
struct VecConvert<int8_t, 1, int32_t, 1> {
  static inline VectorizedN<int8_t, 1> apply(
      const VectorizedN<int32_t, 1>& src) {
    auto src128 = _mm512_cvtepi32_epi8(src[0]);
    return Vectorized<int8_t>(_mm512_castsi128_si512(src128));
  }
};

template <>
struct VecConvert<int8_t, 1, int16_t, 1> {
  static inline VectorizedN<int8_t, 1> apply(
      const VectorizedN<int16_t, 1>& src) {
    auto src256 = _mm512_cvtepi16_epi8(src[0]);
    return Vectorized<int8_t>(_mm512_castsi256_si512(src256));
  }
};

template <typename dst_t, typename src_t>
struct VecConvert<
    dst_t,
    1,
    src_t,
    1,
    typename std::enable_if_t<
        (is_reduced_floating_point_v<dst_t> && is_8bit_integer_v<src_t>) ||
            (is_reduced_floating_point_v<src_t> && is_8bit_integer_v<dst_t>),
        void>> {
  static inline VectorizedN<dst_t, 1> apply(const VectorizedN<src_t, 1>& src) {
    VectorizedN<float, 2> tmp_fp32 = VecConvert<float, 2, src_t, 1>::apply(src);
    return VecConvert<dst_t, 1, float, 2>::apply(tmp_fp32);
  }
};

template <typename dst_t>
struct VecRoundConvert<
    dst_t,
    1,
    float,
    2,
    typename std::enable_if_t<is_8bit_integer_v<dst_t>, void>> {
  static inline VectorizedN<dst_t, 1> apply(const VectorizedN<float, 2>& src) {
    at::vec::Vectorized<dst_t> vec1 =
        round_convert_float_to_int8<dst_t>(src[0]);
    at::vec::Vectorized<dst_t> vec2 =
        round_convert_float_to_int8<dst_t>(src[1]);
    __m128i vec2_lo = _mm512_castsi512_si128(vec2);
    __m512i out = _mm512_inserti32x4(vec1, vec2_lo, 1);
    return VectorizedN<dst_t, 1>(at::vec::Vectorized<dst_t>(out));
  }
};

template <typename dst_t>
struct VecConvert<
    dst_t,
    1,
    float,
    2,
    typename std::enable_if_t<is_8bit_integer_v<dst_t>, void>> {
  static inline VectorizedN<dst_t, 1> apply(const VectorizedN<float, 2>& src) {
    at::vec::Vectorized<dst_t> vec1 = convert_float_to_int8<dst_t>(src[0]);
    at::vec::Vectorized<dst_t> vec2 = convert_float_to_int8<dst_t>(src[1]);
    __m128 lane2 = _mm512_castps512_ps128(_mm512_castsi512_ps(vec2));
    __m512 result = _mm512_insertf32x4(
        _mm512_castsi512_ps(vec1),
        lane2,
        1); // Insert lane2 into the second 128-bit lane
    return at::vec::Vectorized<dst_t>(_mm512_castps_si512(result));
  }
};

template <typename dst_t>
struct VecConvert<
    dst_t,
    1,
    float,
    1,
    typename std::enable_if_t<is_8bit_integer_v<dst_t>, void>> {
  static inline VectorizedN<dst_t, 1> apply(const VectorizedN<float, 1>& src) {
    return convert_float_to_int8<dst_t>(src[0]);
  }
};

template <typename dst_t>
struct VecRoundConvert<
    dst_t,
    1,
    float,
    1,
    typename std::enable_if_t<is_8bit_integer_v<dst_t>, void>> {
  static inline VectorizedN<dst_t, 1> apply(const VectorizedN<float, 1>& src) {
    return round_convert_float_to_int8<dst_t>(src[0]);
  }
};

template <typename src_t>
struct VecConvert<
    float,
    2,
    src_t,
    1,
    typename std::enable_if_t<is_8bit_integer_v<src_t>, void>> {
  static inline VectorizedN<float, 2> apply(const VectorizedN<src_t, 1>& src) {
    __m512i src2 =
        _mm512_castsi128_si512(_mm_castps_si128(_mm512_extractf32x4_ps(
            _mm512_castsi512_ps(src[0]), 1) // Extract the second 128-bit lane
                                                ));
    return VectorizedN<float, 2>(
        convert_int8_to_float<src_t>(src[0]),
        convert_int8_to_float<src_t>(src2));
  }
};

template <typename src_t>
struct VecConvert<
    float,
    1,
    src_t,
    1,
    typename std::enable_if_t<is_8bit_integer_v<src_t>, void>> {
  static inline VectorizedN<float, 1> apply(const VectorizedN<src_t, 1>& src) {
    return convert_int8_to_float<src_t>(src[0]);
  }
};

template <typename dst_t>
struct VecConvert<
    dst_t,
    1,
    int64_t,
    2,
    std::enable_if_t<
        std::is_same_v<dst_t, int8_t> || std::is_same_v<dst_t, uint8_t>>> {
  static inline VectorizedN<dst_t, 1> apply(
      const VectorizedN<int64_t, 2>& src) {
    return VecConvert<dst_t, 1, int32_t, 1>::apply(
        VecConvert<int32_t, 1, int64_t, 2>::apply(src));
  }
};

template <>
struct VecConvert<Float8_e4m3fn, 1, float, 1> {
  static inline VectorizedN<Float8_e4m3fn, 1> apply(
      const VectorizedN<float, 1>& src_n) {
    at::vec::Vectorized<float> src = src_n[0];
    __m128i res128 = cvtfp32_fp8e4m3(src);
    return at::vec::Vectorized<Float8_e4m3fn>(_mm512_castsi128_si512(res128));
  }
};

template <>
struct VecConvert<float, 1, Float8_e4m3fn, 1> {
  static inline VectorizedN<float, 1> apply(
      const VectorizedN<Float8_e4m3fn, 1>& src_n) {
    // cvt first 16x8 bits from Float8_e4m3fn to float
    at::vec::Vectorized<Float8_e4m3fn> src = src_n[0];
    __m512 result;
    cvtfp8e4m3_fp32(_mm512_castsi512_si128(src), result);
    return at::vec::Vectorized<float>(result);
  }
};

template <>
struct VecConvert<Float8_e5m2, 1, float, 1> {
  static inline VectorizedN<Float8_e5m2, 1> apply(
      const VectorizedN<float, 1>& src_n) {
    at::vec::Vectorized<float> src = src_n[0];
    __m128i res128 = cvtfp32_fp8e5m2(src);
    return at::vec::Vectorized<Float8_e5m2>(_mm512_castsi128_si512(res128));
  }
};

template <>
struct VecConvert<float, 1, Float8_e5m2, 1> {
  static inline VectorizedN<float, 1> apply(
      const VectorizedN<Float8_e5m2, 1>& src_n) {
    // cvt first 16x8 bits from Float8_e5m2 to float
    at::vec::Vectorized<Float8_e5m2> src = src_n[0];
    __m512 result;
    cvtfp8e5m2_fp32(_mm512_castsi512_si128(src), result);
    return at::vec::Vectorized<float>(result);
  }
};

template <>
struct VecConvert<float, 2, Float8_e4m3fn, 1> {
  static inline VectorizedN<float, 2> apply(
      const VectorizedN<Float8_e4m3fn, 1>& src_n) {
    at::vec::Vectorized<Float8_e4m3fn> src = src_n[0];
    __m512i values = src;
    __m512 result0, result1;
    cvtfp8e4m3_fp32(_mm512_castsi512_si128(values), result0);
    cvtfp8e4m3_fp32(_mm512_extracti32x4_epi32(values, 1), result1);
    return VectorizedN<float, 2>(
        at::vec::Vectorized<float>(result0),
        at::vec::Vectorized<float>(result1));
  }
};

template <>
struct VecConvert<Float8_e4m3fn, 1, float, 2> {
  static inline VectorizedN<Float8_e4m3fn, 1> apply(
      const VectorizedN<float, 2>& src_n) {
    at::vec::Vectorized<float> src0 = src_n[0];
    at::vec::Vectorized<float> src1 = src_n[1];
    __m128i lane0 = cvtfp32_fp8e4m3(src0);
    __m128i lane1 = cvtfp32_fp8e4m3(src1);
    __m512i result = _mm512_setzero_si512();
    result = _mm512_inserti32x4(result, lane0, 0);
    result = _mm512_inserti32x4(result, lane1, 1);
    return at::vec::Vectorized<Float8_e4m3fn>(result);
  }
};

#endif

} // namespace CPU_CAPABILITY
} // namespace at::vec

#else
#error "This file should not be included when either TORCH_STABLE_ONLY or TORCH_TARGET_VERSION is defined."
#endif  // !defined(TORCH_STABLE_ONLY) && !defined(TORCH_TARGET_VERSION)
