flash-attention/csrc/cutlass/tools/library/src/reference/conv2d.cu

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/* \file
   \brief 

*/
  
#include "cutlass/cutlass.h"
#include "cutlass/library/library.h"
#include "cutlass/library/manifest.h"

#include "conv_reference_operation.h"

/////////////////////////////////////////////////////////////////////////////////////////////////

namespace cutlass {
namespace library {

///////////////////////////////////////////////////////////////////////////////////////////////////

void initialize_conv2d_reference_operations(Manifest &manifest) {

  make_conv_all<
    2,
    cutlass::half_t, cutlass::layout::TensorNHWC,
    cutlass::half_t, cutlass::layout::TensorNHWC,
    cutlass::half_t, cutlass::layout::TensorNHWC,
    cutlass::half_t,
    cutlass::half_t
  >(manifest);

  make_conv_all<
    2,
    cutlass::half_t, cutlass::layout::TensorNHWC,
    cutlass::half_t, cutlass::layout::TensorNHWC,
    cutlass::half_t, cutlass::layout::TensorNHWC,
    float,
    float
  >(manifest);

  make_conv_all<
    2,
    cutlass::half_t, cutlass::layout::TensorNHWC,
    cutlass::half_t, cutlass::layout::TensorNHWC,
    float, cutlass::layout::TensorNHWC,
    float,
    float
  >(manifest);

  make_conv_all<
    2,
    cutlass::bfloat16_t, cutlass::layout::TensorNHWC,
    cutlass::bfloat16_t, cutlass::layout::TensorNHWC,
    cutlass::bfloat16_t, cutlass::layout::TensorNHWC,
    float,
    float
  >(manifest);

  make_conv_all<
    2,
    cutlass::bfloat16_t, cutlass::layout::TensorNHWC,
    cutlass::bfloat16_t, cutlass::layout::TensorNHWC,
    float, cutlass::layout::TensorNHWC,
    float,
    float
  >(manifest);

  make_conv_all<
    2,
    cutlass::tfloat32_t, cutlass::layout::TensorNHWC,
    cutlass::tfloat32_t, cutlass::layout::TensorNHWC,
    cutlass::tfloat32_t, cutlass::layout::TensorNHWC,
    float,
    float
  >(manifest);

  make_conv_all<
    2,
    cutlass::tfloat32_t, cutlass::layout::TensorNHWC,
    cutlass::tfloat32_t, cutlass::layout::TensorNHWC,
    float, cutlass::layout::TensorNHWC,
    float,
    float
  >(manifest);

  make_conv_all<
    2,
    float, cutlass::layout::TensorNHWC,
    float, cutlass::layout::TensorNHWC,
    float, cutlass::layout::TensorNHWC,
    float,
    float
  >(manifest);
  
  make_conv_all<
    2,
    cutlass::complex<float>, cutlass::layout::TensorNHWC,
    cutlass::complex<float>, cutlass::layout::TensorNHWC,
    cutlass::complex<float>, cutlass::layout::TensorNHWC,
    cutlass::complex<float>,
    cutlass::complex<float>
  >(manifest);
  
  make_conv_fprop<
    2,
    int8_t, cutlass::layout::TensorNHWC,
    int8_t, cutlass::layout::TensorNHWC,
    int32_t, cutlass::layout::TensorNHWC,
    int32_t,
    int32_t,
    NumericConverterClamp<int32_t, int32_t>
  >(manifest);

  make_conv_fprop<
    2,
    int8_t, cutlass::layout::TensorNHWC,
    int8_t, cutlass::layout::TensorNHWC,
    int8_t, cutlass::layout::TensorNHWC,
    float,
    int32_t,
    NumericConverterClamp<int8_t, float>
  >(manifest);

  make_conv_fprop<
    2,
    uint8_t, cutlass::layout::TensorNHWC,
    uint8_t, cutlass::layout::TensorNHWC,
    uint8_t, cutlass::layout::TensorNHWC,
    float,
    int32_t,
    NumericConverterClamp<uint8_t, float>
  >(manifest);

  make_conv_fprop<
    2,
    uint8_t, cutlass::layout::TensorNHWC,
    uint8_t, cutlass::layout::TensorNHWC,
    int32_t, cutlass::layout::TensorNHWC,
    int32_t,
    int32_t,
    NumericConverterClamp<int32_t, int32_t>
  >(manifest);

  make_conv_fprop<
    2,
    uint8_t, cutlass::layout::TensorNHWC,
    uint8_t, cutlass::layout::TensorNHWC,
    int8_t, cutlass::layout::TensorNHWC,
    float,
    int32_t,
    NumericConverterClamp<int8_t, float>
  >(manifest);

  make_conv_fprop<
    2,
    cutlass::int4b_t, cutlass::layout::TensorNHWC,
    cutlass::int4b_t, cutlass::layout::TensorNHWC,
    int32_t, cutlass::layout::TensorNHWC,
    int32_t,
    int32_t,
    NumericConverterClamp<int32_t, int32_t>
  >(manifest);

  make_conv_fprop<
    2,
    cutlass::int4b_t, cutlass::layout::TensorNHWC,
    cutlass::int4b_t, cutlass::layout::TensorNHWC,
    cutlass::int4b_t, cutlass::layout::TensorNHWC,
    float,
    int32_t,
    NumericConverterClamp<cutlass::int4b_t, float>
  >(manifest);

  make_conv_fprop<
    2,
    cutlass::uint4b_t, cutlass::layout::TensorNHWC,
    cutlass::uint4b_t, cutlass::layout::TensorNHWC,
    int32_t, cutlass::layout::TensorNHWC,
    int32_t,
    int32_t,
    NumericConverterClamp<int32_t, int32_t>
  >(manifest);

  make_conv_fprop<
    2,
    cutlass::uint4b_t, cutlass::layout::TensorNHWC,
    cutlass::uint4b_t, cutlass::layout::TensorNHWC,
    cutlass::uint4b_t, cutlass::layout::TensorNHWC,
    float,
    int32_t,
    NumericConverterClamp<cutlass::uint4b_t, float>
  >(manifest);
}

/////////////////////////////////////////////////////////////////////////////////////////////////

} // namespace library 
} // namespace cutlass

/////////////////////////////////////////////////////////////////////////////////////////////////