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

  
*/

#include <iostream>

#include "../../common/cutlass_unit_test.h"
#include "cutlass/blas3.h"
#include "cutlass/gemm/device/trmm.h"
#include "cutlass/util/host_tensor.h"
#include "cutlass/util/reference/host/trmm.h"
#include "cutlass/util/reference/host/tensor_compare.h"
#include "cutlass/util/reference/host/tensor_copy.h"
#include "cutlass/util/reference/host/tensor_fill.h"
#include "cutlass/util/tensor_view_io.h"

#include "testbed_trmm_universal.h"

#if defined(CUTLASS_ARCH_MMA_SM80_SUPPORTED)

////////////////////////////////////////////Test name//////////////////////////////////////////////////
//                             
// SM80_Device_Trmm_{ElementA}{LayoutA}_{ElementB}{LayoutB}_{ElementC}{LayoutC}_{SideMode}_{FillMode}\
//    _{DiagType}_tensor_op_{ElementAccumulator}_align{AlignmentA}_align{AlignmentB}
//
///////////////////////////////////////////////////////////////////////////////////////////////////////

/////////////////////////////////////////////////////////////////////////////////////////////////
TEST(SM80_Device_Trmm_tf32n_tf32t_f32t_ls_l_nu_tensor_op_f32_align1_align1, 64x64x32_32x32x32) {

  using ElementOutput = float;
  using ElementAccumulator = float;

  using Trmm = cutlass::gemm::device::Trmm<
    float,
    cutlass::layout::ColumnMajor,
    cutlass::SideMode::kLeft,
    cutlass::FillMode::kLower,
    cutlass::DiagType::kNonUnit,
    float,
    cutlass::layout::RowMajor,
    ElementOutput,
    cutlass::layout::RowMajor,
    ElementAccumulator,
    cutlass::arch::OpClassTensorOp,
    cutlass::arch::Sm80,
    cutlass::gemm::GemmShape<64, 64, 32>,
    cutlass::gemm::GemmShape<32, 32, 32>,
    cutlass::gemm::GemmShape<16, 8, 8>,
    cutlass::epilogue::thread::LinearCombination<
      ElementOutput,
      1,
      ElementAccumulator,
      ElementAccumulator
    >,
    cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>,
    4,
    1,
    1,
    false,
    cutlass::arch::OpMultiplyAdd
  >;

  EXPECT_TRUE(test::gemm::device::TestAllTrmmUniversal<Trmm>());
}

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

TEST(SM80_Device_Trmm_tf32n_tf32t_f32t_ls_l_nu_tensor_op_f32_align1_align4, 64x64x32_32x32x32) {

  using ElementOutput = float;
  using ElementAccumulator = float;

  using Trmm = cutlass::gemm::device::Trmm<
    float,
    cutlass::layout::ColumnMajor,
    cutlass::SideMode::kLeft,
    cutlass::FillMode::kLower,
    cutlass::DiagType::kNonUnit,
    float,
    cutlass::layout::RowMajor,
    ElementOutput,
    cutlass::layout::RowMajor,
    ElementAccumulator,
    cutlass::arch::OpClassTensorOp,
    cutlass::arch::Sm80,
    cutlass::gemm::GemmShape<64, 64, 32>,
    cutlass::gemm::GemmShape<32, 32, 32>,
    cutlass::gemm::GemmShape<16, 8, 8>,
    cutlass::epilogue::thread::LinearCombination<
      ElementOutput,
      128 / cutlass::sizeof_bits<ElementOutput>::value,
      ElementAccumulator,
      ElementAccumulator
    >,
    cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>,
    4,
    1,
    4,
    false,
    cutlass::arch::OpMultiplyAdd
  >;

  EXPECT_TRUE(test::gemm::device::TestAllTrmmUniversal<Trmm>());
}

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

TEST(SM80_Device_Trmm_tf32n_tf32t_f32t_ls_l_nu_tensor_op_f32_align1_align4, 128x128x32_64x64x32) {

  using ElementOutput = float;
  using ElementAccumulator = float;

  using Trmm = cutlass::gemm::device::Trmm<
    float,
    cutlass::layout::ColumnMajor,
    cutlass::SideMode::kLeft,
    cutlass::FillMode::kLower,
    cutlass::DiagType::kNonUnit,
    float,
    cutlass::layout::RowMajor,
    ElementOutput,
    cutlass::layout::RowMajor,
    ElementAccumulator,
    cutlass::arch::OpClassTensorOp,
    cutlass::arch::Sm80,
    cutlass::gemm::GemmShape<128, 128, 32>,
    cutlass::gemm::GemmShape<64, 64, 32>,
    cutlass::gemm::GemmShape<16, 8, 8>,
    cutlass::epilogue::thread::LinearCombination<
      ElementOutput,
      128 / cutlass::sizeof_bits<ElementOutput>::value,
      ElementAccumulator,
      ElementAccumulator
    >,
    cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>,
    4,
    1,
    4,
    false,
    cutlass::arch::OpMultiplyAdd
  >;

  EXPECT_TRUE(test::gemm::device::TestAllTrmmUniversal<Trmm>());
}

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

TEST(SM80_Device_Trmm_tf32n_tf32t_f32t_ls_l_nu_tensor_op_f32_align1_align4, 256x128x16_64x64x16) {

  using ElementOutput = float;
  using ElementAccumulator = float;

  using Trmm = cutlass::gemm::device::Trmm<
    float,
    cutlass::layout::ColumnMajor,
    cutlass::SideMode::kLeft,
    cutlass::FillMode::kLower,
    cutlass::DiagType::kNonUnit,
    float,
    cutlass::layout::RowMajor,
    ElementOutput,
    cutlass::layout::RowMajor,
    ElementAccumulator,
    cutlass::arch::OpClassTensorOp,
    cutlass::arch::Sm80,
    cutlass::gemm::GemmShape<256, 128, 16>,
    cutlass::gemm::GemmShape<64, 64, 16>,
    cutlass::gemm::GemmShape<16, 8, 8>,
    cutlass::epilogue::thread::LinearCombination<
      ElementOutput,
      128 / cutlass::sizeof_bits<ElementOutput>::value,
      ElementAccumulator,
      ElementAccumulator
    >,
    cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>,
    3,
    1,
    4,
    false,
    cutlass::arch::OpMultiplyAdd
  >;

  EXPECT_TRUE(test::gemm::device::TestAllTrmmUniversal<Trmm>());
}

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

TEST(SM80_Device_Trmm_tf32n_tf32t_f32t_ls_l_nu_tensor_op_f32_align1_align4, 128x256x32_64x64x32) {

  using ElementOutput = float;
  using ElementAccumulator = float;

  using Trmm = cutlass::gemm::device::Trmm<
    float,
    cutlass::layout::ColumnMajor,
    cutlass::SideMode::kLeft,
    cutlass::FillMode::kLower,
    cutlass::DiagType::kNonUnit,
    float,
    cutlass::layout::RowMajor,
    ElementOutput,
    cutlass::layout::RowMajor,
    ElementAccumulator,
    cutlass::arch::OpClassTensorOp,
    cutlass::arch::Sm80,
    cutlass::gemm::GemmShape<128, 256, 32>,
    cutlass::gemm::GemmShape<64, 64, 32>,
    cutlass::gemm::GemmShape<16, 8, 8>,
    cutlass::epilogue::thread::LinearCombination<
      ElementOutput,
      128 / cutlass::sizeof_bits<ElementOutput>::value,
      ElementAccumulator,
      ElementAccumulator
    >,
    cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>,
    3,
    1,
    4,
    false,
    cutlass::arch::OpMultiplyAdd
  >;
  
  EXPECT_TRUE(test::gemm::device::TestAllTrmmUniversal<Trmm>());
}

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

TEST(SM80_Device_Trmm_tf32n_tf32t_f32t_ls_l_nu_tensor_op_f32_align1_align4, 256x128x32_64x64x32) {

  using ElementOutput = float;
  using ElementAccumulator = float;

  using Trmm = cutlass::gemm::device::Trmm<
    float,
    cutlass::layout::ColumnMajor,
    cutlass::SideMode::kLeft,
    cutlass::FillMode::kLower,
    cutlass::DiagType::kNonUnit,
    float,
    cutlass::layout::RowMajor,
    ElementOutput,
    cutlass::layout::RowMajor,
    ElementAccumulator,
    cutlass::arch::OpClassTensorOp,
    cutlass::arch::Sm80,
    cutlass::gemm::GemmShape<256, 128, 32>,
    cutlass::gemm::GemmShape<64, 64, 32>,
    cutlass::gemm::GemmShape<16, 8, 8>,
    cutlass::epilogue::thread::LinearCombination<
      ElementOutput,
      128 / cutlass::sizeof_bits<ElementOutput>::value,
      ElementAccumulator,
      ElementAccumulator
    >,
    cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>,
    3,
    1,
    4,
    false,
    cutlass::arch::OpMultiplyAdd
  >;

  EXPECT_TRUE(test::gemm::device::TestAllTrmmUniversal<Trmm>());
}

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

TEST(SM80_Device_Trmm_tf32n_tf32t_f32t_ls_u_nu_tensor_op_f32_align1_align4, 64x64x16_32x32x16) {

  using ElementOutput = float;
  using ElementAccumulator = float;

  using Trmm = cutlass::gemm::device::Trmm<
    float,
    cutlass::layout::ColumnMajor,
    cutlass::SideMode::kLeft,
    cutlass::FillMode::kUpper,
    cutlass::DiagType::kNonUnit,
    float,
    cutlass::layout::RowMajor,
    ElementOutput,
    cutlass::layout::RowMajor,
    ElementAccumulator,
    cutlass::arch::OpClassTensorOp,
    cutlass::arch::Sm80,
    cutlass::gemm::GemmShape<64, 64, 16>,
    cutlass::gemm::GemmShape<32, 32, 16>,
    cutlass::gemm::GemmShape<16, 8, 8>,
    cutlass::epilogue::thread::LinearCombination<
      ElementOutput,
      128 / cutlass::sizeof_bits<ElementOutput>::value,
      ElementAccumulator,
      ElementAccumulator
    >,
    cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>,
    10,
    1,
    4,
    false,
    cutlass::arch::OpMultiplyAdd
  >;

  EXPECT_TRUE(test::gemm::device::TestAllTrmmUniversal<Trmm>());
}

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

TEST(SM80_Device_Trmm_tf32n_tf32t_f32t_ls_u_nu_tensor_op_f32_align1_align4, 128x128x16_64x64x16) {

  using ElementOutput = float;
  using ElementAccumulator = float;

  using Trmm = cutlass::gemm::device::Trmm<
    float,
    cutlass::layout::ColumnMajor,
    cutlass::SideMode::kLeft,
    cutlass::FillMode::kUpper,
    cutlass::DiagType::kNonUnit,
    float,
    cutlass::layout::RowMajor,
    ElementOutput,
    cutlass::layout::RowMajor,
    ElementAccumulator,
    cutlass::arch::OpClassTensorOp,
    cutlass::arch::Sm80,
    cutlass::gemm::GemmShape<128, 128, 16>,
    cutlass::gemm::GemmShape<64, 64, 16>,
    cutlass::gemm::GemmShape<16, 8, 8>,
    cutlass::epilogue::thread::LinearCombination<
      ElementOutput,
      128 / cutlass::sizeof_bits<ElementOutput>::value,
      ElementAccumulator,
      ElementAccumulator
    >,
    cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>,
    4,
    1,
    4,
    false,
    cutlass::arch::OpMultiplyAdd
  >;

  EXPECT_TRUE(test::gemm::device::TestAllTrmmUniversal<Trmm>());
}

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

TEST(SM80_Device_Trmm_tf32n_tf32t_f32t_ls_u_nu_tensor_op_f32_align1_align4, 256x128x16_128x64x16) {

  using ElementOutput = float;
  using ElementAccumulator = float;

  using Trmm = cutlass::gemm::device::Trmm<
    float,
    cutlass::layout::ColumnMajor,
    cutlass::SideMode::kLeft,
    cutlass::FillMode::kUpper,
    cutlass::DiagType::kNonUnit,
    float,
    cutlass::layout::RowMajor,
    ElementOutput,
    cutlass::layout::RowMajor,
    ElementAccumulator,
    cutlass::arch::OpClassTensorOp,
    cutlass::arch::Sm80,
    cutlass::gemm::GemmShape<256, 128, 16>,
    cutlass::gemm::GemmShape<128, 64, 16>,
    cutlass::gemm::GemmShape<16, 8, 8>,
    cutlass::epilogue::thread::LinearCombination<
      ElementOutput,
      128 / cutlass::sizeof_bits<ElementOutput>::value,
      ElementAccumulator,
      ElementAccumulator
    >,
    cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>,
    4,
    1,
    4,
    false,
    cutlass::arch::OpMultiplyAdd
  >;

  EXPECT_TRUE(test::gemm::device::TestAllTrmmUniversal<Trmm>());
}

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

TEST(SM80_Device_Trmm_tf32n_tf32t_f32t_ls_u_nu_tensor_op_f32_align1_align4, 128x256x16_64x128x16) {

  using ElementOutput = float;
  using ElementAccumulator = float;

  using Trmm = cutlass::gemm::device::Trmm<
    float,
    cutlass::layout::ColumnMajor,
    cutlass::SideMode::kLeft,
    cutlass::FillMode::kUpper,
    cutlass::DiagType::kNonUnit,
    float,
    cutlass::layout::RowMajor,
    ElementOutput,
    cutlass::layout::RowMajor,
    ElementAccumulator,
    cutlass::arch::OpClassTensorOp,
    cutlass::arch::Sm80,
    cutlass::gemm::GemmShape<128, 256, 16>,
    cutlass::gemm::GemmShape<64, 128, 16>,
    cutlass::gemm::GemmShape<16, 8, 8>,
    cutlass::epilogue::thread::LinearCombination<
      ElementOutput,
      128 / cutlass::sizeof_bits<ElementOutput>::value,
      ElementAccumulator,
      ElementAccumulator
    >,
    cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>,
    3,
    1,
    4,
    false,
    cutlass::arch::OpMultiplyAdd
  >;
  
  EXPECT_TRUE(test::gemm::device::TestAllTrmmUniversal<Trmm>());
}

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

TEST(SM80_Device_Trmm_tf32n_tf32t_f32t_ls_u_nu_tensor_op_f32_align1_align4, 256x256x16_64x128x16) {

  using ElementOutput = float;
  using ElementAccumulator = float;

  using Trmm = cutlass::gemm::device::Trmm<
    float,
    cutlass::layout::ColumnMajor,
    cutlass::SideMode::kLeft,
    cutlass::FillMode::kUpper,
    cutlass::DiagType::kNonUnit,
    float,
    cutlass::layout::RowMajor,
    ElementOutput,
    cutlass::layout::RowMajor,
    ElementAccumulator,
    cutlass::arch::OpClassTensorOp,
    cutlass::arch::Sm80,
    cutlass::gemm::GemmShape<256, 256, 16>,
    cutlass::gemm::GemmShape<64, 128, 16>,
    cutlass::gemm::GemmShape<16, 8, 8>,
    cutlass::epilogue::thread::LinearCombination<
      ElementOutput,
      128 / cutlass::sizeof_bits<ElementOutput>::value,
      ElementAccumulator,
      ElementAccumulator
    >,
    cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>,
    3,
    1,
    4,
    false,
    cutlass::arch::OpMultiplyAdd
  >;

  EXPECT_TRUE(test::gemm::device::TestAllTrmmUniversal<Trmm>());
}
/////////////////////////////////////////////////////////////////////////////////////////////////

#endif // #if defined(CUTLASS_ARCH_MMA_SM80_SUPPORTED)
