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/*! \file
    \brief Tests for device-wide Implicit GEMM interface
*/

#include "../../common/hytlass_unit_test.h"
#include "hytlass/hytlass.h"


#include "hytlass/conv/kernel/default_conv2d_fprop.h"
#include "hytlass/conv/device/implicit_gemm_convolution.h"

#include "conv2d_testbed.h"


////////////////////////////////////////////////////////////////////////////////
TEST(GFX906_Device_Conv2d_Fprop_Analytic_ImplicitGemm_f16nhwc_f16nhwc_f16nhwc_simt_f16,
  128x128_8x1_64x64x8) {

  /// Conv operation element types for the Gemm equivalent (ImplicitGemm)
  using ElementA           = hytlass::half_t;
  using ElementB           = hytlass::half_t;
  using ElementC           = hytlass::half_t;
  using ElementAccumulator = hytlass::half_t;
  using ElementCompute     = hytlass::half_t;


  /// Device-level Conv2d instance
  using Conv2dFpropKernel = typename hytlass::conv::kernel::DefaultConv2dFprop<
    ElementA, 
    hytlass::layout::TensorNHWC,
    ElementB, 
    hytlass::layout::TensorNHWC,
    ElementC, 
    hytlass::layout::TensorNHWC,
    ElementAccumulator,
    hytlass::arch::OpClassSimt,
    hytlass::arch::Gfx906,
    hytlass::gemm::GemmShape<128, 128, 8>,
    hytlass::gemm::GemmShape<64, 64, 8>, 
    hytlass::gemm::GemmShape<1, 1, 1>,
    hytlass::epilogue::thread::LinearCombination<
      ElementC,
      1,
      ElementAccumulator,
      ElementCompute
    >,
    hytlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>,
    1,
    hytlass::arch::OpMultiplyAdd,
    hytlass::conv::IteratorAlgorithm::kAnalytic
  >::Kernel;

  using Conv2dFprop = hytlass::conv::device::ImplicitGemmConvolution<Conv2dFpropKernel>;

  /// Run all unit test sizes with device-level Conv2d instance
  EXPECT_TRUE(test::conv::device::TestAllConv2d<Conv2dFprop>());

}

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

TEST(GFX906_Device_Conv2d_Fprop_Optimized_ImplicitGemm_f16nhwc_f16nhwc_f16nhwc_simt_f16,
  128x128_8x1_64x64x8) {

  /// Conv operation element types for the Gemm equivalent (ImplicitGemm)
  using ElementA           = hytlass::half_t;
  using ElementB           = hytlass::half_t;
  using ElementC           = hytlass::half_t;
  using ElementAccumulator = hytlass::half_t;
  using ElementCompute     = hytlass::half_t;


  /// Device-level Conv2d instance
  using Conv2dFpropKernel = typename hytlass::conv::kernel::DefaultConv2dFprop<
    ElementA, 
    hytlass::layout::TensorNHWC,
    ElementB, 
    hytlass::layout::TensorNHWC,
    ElementC, 
    hytlass::layout::TensorNHWC,
    ElementAccumulator,
    hytlass::arch::OpClassSimt,
    hytlass::arch::Gfx906,
    hytlass::gemm::GemmShape<128, 128, 8>,
    hytlass::gemm::GemmShape<64, 64, 8>, 
    hytlass::gemm::GemmShape<1, 1, 1>,
    hytlass::epilogue::thread::LinearCombination<
      ElementC,
      1,
      ElementAccumulator,
      ElementCompute
    >,
    hytlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<4>,
    1,
    hytlass::arch::OpMultiplyAdd,
    hytlass::conv::IteratorAlgorithm::kOptimized
  >::Kernel;

  using Conv2dFprop = hytlass::conv::device::ImplicitGemmConvolution<Conv2dFpropKernel>;

  /// Run all unit test sizes with device-level Conv2d instance
  EXPECT_TRUE(test::conv::device::TestAllConv2d<Conv2dFprop>());

}

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

TEST(GFX906_Device_Conv2d_Fprop_Analytic_ImplicitGemm_f16nhwc_f16nhwc_f16nhwc_simt_f16,
  128x128_8x2_64x64x8) {

  /// Conv operation element types for the Gemm equivalent (ImplicitGemm)
  using ElementA           = hytlass::half_t;
  using ElementB           = hytlass::half_t;
  using ElementC           = hytlass::half_t;
  using ElementAccumulator = hytlass::half_t;
  using ElementCompute     = hytlass::half_t;


  /// Device-level Conv2d instance
  using Conv2dFpropKernel = typename hytlass::conv::kernel::DefaultConv2dFprop<
    ElementA, 
    hytlass::layout::TensorNHWC,
    ElementB, 
    hytlass::layout::TensorNHWC,
    ElementC, 
    hytlass::layout::TensorNHWC,
    ElementAccumulator,
    hytlass::arch::OpClassSimt,
    hytlass::arch::Gfx906,
    hytlass::gemm::GemmShape<128, 128, 8>,
    hytlass::gemm::GemmShape<64, 64, 8>, 
    hytlass::gemm::GemmShape<1, 1, 1>,
    hytlass::epilogue::thread::LinearCombination<
      ElementC,
      1,
      ElementAccumulator,
      ElementCompute
    >,
    hytlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>,
    2,
    hytlass::arch::OpMultiplyAdd,
    hytlass::conv::IteratorAlgorithm::kAnalytic
  >::Kernel;

  using Conv2dFprop = hytlass::conv::device::ImplicitGemmConvolution<Conv2dFpropKernel>;

  /// Run all unit test sizes with device-level Conv2d instance
  EXPECT_TRUE(test::conv::device::TestAllConv2d<Conv2dFprop>());

}

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

TEST(GFX906_Device_Conv2d_Fprop_Optimized_ImplicitGemm_f16nhwc_f16nhwc_f16nhwc_simt_f16,
  128x128_8x2_64x64x8) {

  /// Conv operation element types for the Gemm equivalent (ImplicitGemm)
  using ElementA           = hytlass::half_t;
  using ElementB           = hytlass::half_t;
  using ElementC           = hytlass::half_t;
  using ElementAccumulator = hytlass::half_t;
  using ElementCompute     = hytlass::half_t;


  /// Device-level Conv2d instance
  using Conv2dFpropKernel = typename hytlass::conv::kernel::DefaultConv2dFprop<
    ElementA, 
    hytlass::layout::TensorNHWC,
    ElementB, 
    hytlass::layout::TensorNHWC,
    ElementC, 
    hytlass::layout::TensorNHWC,
    ElementAccumulator,
    hytlass::arch::OpClassSimt,
    hytlass::arch::Gfx906,
    hytlass::gemm::GemmShape<128, 128, 8>,
    hytlass::gemm::GemmShape<64, 64, 8>, 
    hytlass::gemm::GemmShape<1, 1, 1>,
    hytlass::epilogue::thread::LinearCombination<
      ElementC,
      1,
      ElementAccumulator,
      ElementCompute
    >,
    hytlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<4>,
    2,
    hytlass::arch::OpMultiplyAdd,
    hytlass::conv::IteratorAlgorithm::kOptimized
  >::Kernel;

  using Conv2dFprop = hytlass::conv::device::ImplicitGemmConvolution<Conv2dFpropKernel>;

  /// Run all unit test sizes with device-level Conv2d instance
  EXPECT_TRUE(test::conv::device::TestAllConv2d<Conv2dFprop>());

}

