282 lines
9.6 KiB
Plaintext
282 lines
9.6 KiB
Plaintext
/***************************************************************************************************
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* Copyright (c) 2017-2020, NVIDIA CORPORATION. All rights reserved.
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*
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* Redistribution and use in source and binary forms, with or without modification, are permitted
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* provided that the following conditions are met:
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* * Redistributions of source code must retain the above copyright notice, this list of
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* conditions and the following disclaimer.
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* * Redistributions in binary form must reproduce the above copyright notice, this list of
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* conditions and the following disclaimer in the documentation and/or other materials
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* provided with the distribution.
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* * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used
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* to endorse or promote products derived from this software without specific prior written
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* permission.
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*
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR
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* IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND
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* FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE
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* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
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* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
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* OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
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* STRICT LIABILITY, OR TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*
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**************************************************************************************************/
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/*! \file
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\brief Unit tests for thread-level GEMM
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*/
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#include "cutlass/cutlass.h"
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#include "../../common/cutlass_unit_test.h"
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#include "cutlass/aligned_buffer.h"
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#include "cutlass/half.h"
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#include "cutlass/gemm/warp/default_mma_complex_tensor_op.h"
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#include "cutlass/core_io.h"
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#include "cutlass/util/host_tensor.h"
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#include "cutlass/util/tensor_view_io.h"
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#include "cutlass/util/reference/host/tensor_fill.h"
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#include "cutlass/util/reference/host/tensor_compare.h"
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#include "cutlass/util/reference/host/gemm.h"
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#include "testbed.h"
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#if defined(CUTLASS_ARCH_MMA_SM80_SUPPORTED)
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///////////////////////////////////////////////////////////////////////////////////////////////////
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TEST(SM80_warp_gemm_gaussian_complex_tensor_op, 8x8x4_8x8x4_nt) {
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using Shape = cutlass::gemm::GemmShape<8, 8, 4>;
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using InstructionShape = cutlass::gemm::GemmShape<8, 8, 4>;
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using Element = cutlass::complex<double>;
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using ElementC = cutlass::complex<double>;
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using LayoutA = cutlass::layout::ColumnMajorTensorOpMultiplicandCongruous128b;
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using LayoutB = cutlass::layout::RowMajorTensorOpMultiplicandCongruous128b;
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using MmaTensorOp = typename cutlass::gemm::warp::DefaultMmaComplexTensorOp<
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Shape,
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InstructionShape,
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Element,
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LayoutA,
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Element,
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LayoutB,
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ElementC,
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cutlass::layout::RowMajor,
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cutlass::ComplexTransform::kNone,
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cutlass::ComplexTransform::kNone,
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cutlass::arch::OpMultiplyAddGaussianComplex
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>::Type;
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test::gemm::warp::TestbedComplex<MmaTensorOp, cutlass::gemm::GemmShape<8, 8, 4> >().run();
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}
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TEST(SM80_warp_gemm_gaussian_complex_tensor_op, 16x16x4_8x8x4_nt) {
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using Shape = cutlass::gemm::GemmShape<16, 16, 4>;
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using InstructionShape = cutlass::gemm::GemmShape<8, 8, 4>;
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using Element = cutlass::complex<double>;
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using ElementC = cutlass::complex<double>;
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using LayoutA = cutlass::layout::ColumnMajorTensorOpMultiplicandCongruous128b;
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using LayoutB = cutlass::layout::RowMajorTensorOpMultiplicandCongruous128b;
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using MmaTensorOp = typename cutlass::gemm::warp::DefaultMmaComplexTensorOp<
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Shape,
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InstructionShape,
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Element,
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LayoutA,
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Element,
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LayoutB,
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ElementC,
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cutlass::layout::RowMajor,
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cutlass::ComplexTransform::kNone,
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cutlass::ComplexTransform::kNone,
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cutlass::arch::OpMultiplyAddGaussianComplex
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>::Type;
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test::gemm::warp::TestbedComplex<MmaTensorOp, cutlass::gemm::GemmShape<16, 16, 4> >().run();
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}
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TEST(SM80_warp_gemm_gaussian_complex_tensor_op, 16x32x4_8x8x4_nt) {
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using Shape = cutlass::gemm::GemmShape<16, 32, 4>;
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using InstructionShape = cutlass::gemm::GemmShape<8, 8, 4>;
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using Element = cutlass::complex<double>;
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using ElementC = cutlass::complex<double>;
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using LayoutA = cutlass::layout::ColumnMajorTensorOpMultiplicandCongruous128b;
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using LayoutB = cutlass::layout::RowMajorTensorOpMultiplicandCongruous128b;
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using MmaTensorOp = typename cutlass::gemm::warp::DefaultMmaComplexTensorOp<
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Shape,
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InstructionShape,
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Element,
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LayoutA,
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Element,
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LayoutB,
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ElementC,
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cutlass::layout::RowMajor,
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cutlass::ComplexTransform::kNone,
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cutlass::ComplexTransform::kNone,
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cutlass::arch::OpMultiplyAddGaussianComplex
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>::Type;
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test::gemm::warp::TestbedComplex<MmaTensorOp, cutlass::gemm::GemmShape<16, 32, 4> >().run();
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}
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TEST(SM80_warp_gemm_gaussian_complex_tensor_op, 32x16x4_8x8x4_nt) {
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using Shape = cutlass::gemm::GemmShape<32, 16, 4>;
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using InstructionShape = cutlass::gemm::GemmShape<8, 8, 4>;
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using Element = cutlass::complex<double>;
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using ElementC = cutlass::complex<double>;
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using LayoutA = cutlass::layout::ColumnMajorTensorOpMultiplicandCongruous128b;
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using LayoutB = cutlass::layout::RowMajorTensorOpMultiplicandCongruous128b;
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using MmaTensorOp = typename cutlass::gemm::warp::DefaultMmaComplexTensorOp<
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Shape,
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InstructionShape,
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Element,
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LayoutA,
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Element,
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LayoutB,
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ElementC,
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cutlass::layout::RowMajor,
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cutlass::ComplexTransform::kNone,
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cutlass::ComplexTransform::kNone,
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cutlass::arch::OpMultiplyAddGaussianComplex
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>::Type;
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test::gemm::warp::TestbedComplex<MmaTensorOp, cutlass::gemm::GemmShape<32, 16, 4> >().run();
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}
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TEST(SM80_warp_gemm_gaussian_complex_tensor_op, 32x32x4_8x8x4_nt) {
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using Shape = cutlass::gemm::GemmShape<32, 32, 4>;
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using InstructionShape = cutlass::gemm::GemmShape<8, 8, 4>;
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using Element = cutlass::complex<double>;
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using ElementC = cutlass::complex<double>;
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using LayoutA = cutlass::layout::ColumnMajorTensorOpMultiplicandCongruous128b;
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using LayoutB = cutlass::layout::RowMajorTensorOpMultiplicandCongruous128b;
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using MmaTensorOp = typename cutlass::gemm::warp::DefaultMmaComplexTensorOp<
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Shape,
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InstructionShape,
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Element,
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LayoutA,
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Element,
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LayoutB,
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ElementC,
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cutlass::layout::RowMajor,
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cutlass::ComplexTransform::kNone,
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cutlass::ComplexTransform::kNone,
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cutlass::arch::OpMultiplyAddGaussianComplex
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>::Type;
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test::gemm::warp::TestbedComplex<MmaTensorOp, cutlass::gemm::GemmShape<32, 32, 4> >().run();
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}
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TEST(SM80_warp_gemm_gaussian_complex_tensor_op, 32x32x4_8x8x4_nh) {
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using Shape = cutlass::gemm::GemmShape<32, 32, 4>;
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using InstructionShape = cutlass::gemm::GemmShape<8, 8, 4>;
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using Element = cutlass::complex<double>;
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using ElementC = cutlass::complex<double>;
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using LayoutA = cutlass::layout::ColumnMajorTensorOpMultiplicandCongruous128b;
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using LayoutB = cutlass::layout::RowMajorTensorOpMultiplicandCongruous128b;
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using MmaTensorOp = typename cutlass::gemm::warp::DefaultMmaComplexTensorOp<
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Shape,
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InstructionShape,
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Element,
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LayoutA,
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Element,
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LayoutB,
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ElementC,
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cutlass::layout::RowMajor,
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cutlass::ComplexTransform::kNone,
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cutlass::ComplexTransform::kConjugate,
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cutlass::arch::OpMultiplyAddGaussianComplex
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>::Type;
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test::gemm::warp::TestbedComplex<MmaTensorOp, cutlass::gemm::GemmShape<32, 32, 4> >().run();
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}
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TEST(SM80_warp_gemm_gaussian_complex_tensor_op, 32x32x4_8x8x4_ct) {
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using Shape = cutlass::gemm::GemmShape<32, 32, 4>;
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using InstructionShape = cutlass::gemm::GemmShape<8, 8, 4>;
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using Element = cutlass::complex<double>;
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using ElementC = cutlass::complex<double>;
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using LayoutA = cutlass::layout::ColumnMajorTensorOpMultiplicandCongruous128b;
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using LayoutB = cutlass::layout::RowMajorTensorOpMultiplicandCongruous128b;
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using MmaTensorOp = typename cutlass::gemm::warp::DefaultMmaComplexTensorOp<
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Shape,
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InstructionShape,
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Element,
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LayoutA,
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Element,
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LayoutB,
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ElementC,
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cutlass::layout::RowMajor,
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cutlass::ComplexTransform::kConjugate,
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cutlass::ComplexTransform::kNone,
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cutlass::arch::OpMultiplyAddGaussianComplex
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>::Type;
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test::gemm::warp::TestbedComplex<MmaTensorOp, cutlass::gemm::GemmShape<32, 32, 4> >().run();
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}
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///////////////////////////////////////////////////////////////////////////////////////////////////
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TEST(SM80_warp_gemm_gaussian_complex_tensor_op, 16x16x4_8x8x4_tn) {
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using Shape = cutlass::gemm::GemmShape<16, 16, 4>;
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using InstructionShape = cutlass::gemm::GemmShape<8, 8, 4>;
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using Element = cutlass::complex<double>;
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using ElementC = cutlass::complex<double>;
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using LayoutA = cutlass::layout::RowMajorTensorOpMultiplicandCrosswise128x4;
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using LayoutB = cutlass::layout::ColumnMajorTensorOpMultiplicandCrosswise128x4;
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using MmaTensorOp = typename cutlass::gemm::warp::DefaultMmaComplexTensorOp<
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Shape,
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InstructionShape,
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Element,
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LayoutA,
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Element,
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LayoutB,
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ElementC,
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cutlass::layout::RowMajor,
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cutlass::ComplexTransform::kNone,
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cutlass::ComplexTransform::kNone,
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cutlass::arch::OpMultiplyAddGaussianComplex
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>::Type;
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test::gemm::warp::TestbedComplex<MmaTensorOp, cutlass::gemm::GemmShape<16, 16, 4> >().run();
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}
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///////////////////////////////////////////////////////////////////////////////////////////////////
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#endif // #if defined(CUTLASS_ARCH_MMA_SM80_SUPPORTED)
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