/*************************************************************************************************** * Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved. * * Redistribution and use in source and binary forms, with or without modification, are permitted * provided that the following conditions are met: * * Redistributions of source code must retain the above copyright notice, this list of * conditions and the following disclaimer. * * Redistributions in binary form must reproduce the above copyright notice, this list of * conditions and the following disclaimer in the documentation and/or other materials * provided with the distribution. * * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used * to endorse or promote products derived from this software without specific prior written * permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND * FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; * OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, * STRICT LIABILITY, OR TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * **************************************************************************************************/ #include "cutlass/wmma_matrix.h" #ifdef CUTLASS_USE_SUBBYTE_WMMA #include "cutlass_unit_test.h" #include "cutlass/gemm/gemm.h" #include "cutlass/gemm/wmma_gemm_traits.h" #include "tools/test/unit/gemm/gemm_testbed.h" #include "tools/test/unit/gemm/binary_gemm.h" //////////////////////////////////////////////////////////////////////////////////////////////////// TEST(WmmaBinaryGemm_32x32x256, wmma_binary_gemm_32x32x256) { typedef cutlass::gemm::WmmaGemmTraits, cutlass::Vector, cutlass::Vector, int, cutlass::gemm::LinearScaling, int, cutlass::Shape<256, 32, 32>, cutlass::Shape<128, 8, 8>, 32, 32> WmmaGemmTraits; run_binary_gemm(32, 32, 256); } //////////////////////////////////////////////////////////////////////////////////////////////////// TEST(WmmaBinaryGemm_32x32x512, wmma_binary_gemm_32x32x512) { typedef cutlass::gemm::WmmaGemmTraits, cutlass::Vector, cutlass::Vector, int, cutlass::gemm::LinearScaling, int, cutlass::Shape<512, 32, 32>, cutlass::Shape<128, 8, 8>, 32, 32> WmmaGemmTraits; run_binary_gemm(32, 32, 512); } //////////////////////////////////////////////////////////////////////////////////////////////////// TEST(WmmaBinaryGemm_64x64x256, wmma_binary_gemm_64x64x256) { typedef cutlass::gemm::WmmaGemmTraits, cutlass::Vector, cutlass::Vector, int, cutlass::gemm::LinearScaling, int, cutlass::Shape<256, 32, 32>, cutlass::Shape<128, 8, 8>, 32, 32> WmmaGemmTraits; run_binary_gemm(64, 64, 256); } //////////////////////////////////////////////////////////////////////////////////////////////////// TEST(WmmaBinaryGemm_64x32x256, wmma_binary_gemm_64x32x256) { typedef cutlass::gemm::WmmaGemmTraits, cutlass::Vector, cutlass::Vector, int, cutlass::gemm::LinearScaling, int, cutlass::Shape<256, 32, 32>, cutlass::Shape<128, 8, 8>, 32, 32> WmmaGemmTraits; run_binary_gemm(64, 32, 256); } //////////////////////////////////////////////////////////////////////////////////////////////////// TEST(WmmaBinaryGemm_32x64x256, wmma_binary_gemm_32x64x256) { typedef cutlass::gemm::WmmaGemmTraits, cutlass::Vector, cutlass::Vector, int, cutlass::gemm::LinearScaling, int, cutlass::Shape<256, 32, 32>, cutlass::Shape<128, 8, 8>, 32, 32> WmmaGemmTraits; run_binary_gemm(32, 64, 256); } //////////////////////////////////////////////////////////////////////////////////////////////////// TEST(WmmaBinaryGemm_128x128x256, wmma_binary_gemm_128x128x256) { typedef cutlass::gemm::WmmaGemmTraits, cutlass::Vector, cutlass::Vector, int, cutlass::gemm::LinearScaling, int, cutlass::Shape<256, 64, 64>, cutlass::Shape<128, 8, 8>, 128, 128> WmmaGemmTraits; run_binary_gemm(128, 128, 256); } //////////////////////////////////////////////////////////////////////////////////////////////////// TEST(WmmaBinaryGemm_128x128x256, wmma_binary_gemm_512x512x256) { typedef cutlass::gemm::WmmaGemmTraits, cutlass::Vector, cutlass::Vector, int, cutlass::gemm::LinearScaling, int, cutlass::Shape<256, 64, 64>, cutlass::Shape<128, 8, 8>, 32, 32> WmmaGemmTraits; run_binary_gemm(512, 512, 256); } //////////////////////////////////////////////////////////////////////////////////////////////////// TEST(WmmaBinaryGemm_32x32x256, wmma_binary_gemm_32x32x512) { typedef cutlass::gemm::WmmaGemmTraits, cutlass::Vector, cutlass::Vector, int, cutlass::gemm::LinearScaling, int, cutlass::Shape<256, 32, 32>, cutlass::Shape<128, 8, 8>, 32, 32> WmmaGemmTraits; run_binary_gemm(32, 32, 512); } //////////////////////////////////////////////////////////////////////////////////////////////////// TEST(WmmaBinaryGemm_32x32x1024, wmma_binary_gemm_128x128x1024) { typedef cutlass::gemm::WmmaGemmTraits, cutlass::Vector, cutlass::Vector, int, cutlass::gemm::LinearScaling, int, cutlass::Shape<1024, 32, 32>, cutlass::Shape<128, 8, 8>, 128, 128> WmmaGemmTraits; run_binary_gemm(128, 128, 1024); } //////////////////////////////////////////////////////////////////////////////////////////////////// TEST(WmmaBinaryGemm_64x32x1024, wmma_binary_gemm_128x128x1024) { typedef cutlass::gemm::WmmaGemmTraits, cutlass::Vector, cutlass::Vector, int, cutlass::gemm::LinearScaling, int, cutlass::Shape<1024, 32, 64>, cutlass::Shape<128, 8, 8>, 128, 128> WmmaGemmTraits; run_binary_gemm(128, 128, 1024); } //////////////////////////////////////////////////////////////////////////////////////////////////// #endif // ifdef CUTLASS_USE_SUBBYTE_WMMA