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Neither the name of the copyright holder 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 THE COPYRIGHT HOLDER OR CONTRIBUTORS 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 TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * **************************************************************************************************/ /*! \file \brief Tests for grouped Rank2K problem visitors */ #include #include "../../common/cutlass_unit_test.h" #include "cutlass/cutlass.h" #include "cutlass/gemm/gemm.h" #include "cutlass/gemm/kernel/gemm_grouped.h" #include "cutlass/gemm/kernel/default_gemm_grouped.h" #include "cutlass/gemm/device/gemm_grouped.h" #include "testbed_grouped_rank_2k_scheduler.h" ///////////////////////////////////////////////////////////////////////////////////////////////// #if defined(CUTLASS_ARCH_MMA_SM80_SUPPORTED) ///////////////////////////////////////////////////////////////////////////////////////////////// // Run a series of tests on the testbed template void run_tests(bool skip_tile_check=false) { for (int scale_factor : {8, 16, 32, 64}) { for (int threadblock_count : {54, 108, 216, 324, 432}) { for (int problems : {1, 27, 180, 300}) { Testbed testbed(skip_tile_check); testbed.run(problems, threadblock_count, scale_factor); } } } } ///////////////////////////////////////////////////////////////////////////////////////////////// TEST(SM80_Device_Rank2KGroupedScheduler_p128_t128_l, 64x64x32) { using ThreadblockShape = cutlass::gemm::GemmShape<64, 64, 32>; static int const kNumPrefetch = 128; static int const kThreadCount = 128; static cutlass::FillMode const kFillModeC = cutlass::FillMode::kLower; using Testbed = test::gemm::device::TestbedGroupedRank2KScheduler< ThreadblockShape, kNumPrefetch, kThreadCount, kFillModeC, // List of GroupScheduleModes to compare. List must contain at least two. cutlass::gemm::kernel::GroupScheduleMode::kDeviceOnly, cutlass::gemm::kernel::GroupScheduleMode::kHostPrecompute>; run_tests(); } ///////////////////////////////////////////////////////////////////////////////////////////////// TEST(SM80_Device_Rank2KGroupedScheduler_p128_t128_u, 64x64x32) { using ThreadblockShape = cutlass::gemm::GemmShape<64, 64, 32>; static int const kNumPrefetch = 128; static int const kThreadCount = 128; static cutlass::FillMode const kFillModeC = cutlass::FillMode::kUpper; using Testbed = test::gemm::device::TestbedGroupedRank2KScheduler< ThreadblockShape, kNumPrefetch, kThreadCount, kFillModeC, // List of GroupScheduleModes to compare. List must contain at least two. cutlass::gemm::kernel::GroupScheduleMode::kDeviceOnly, cutlass::gemm::kernel::GroupScheduleMode::kHostPrecompute>; run_tests(); } ///////////////////////////////////////////////////////////////////////////////////////////////// TEST(SM80_Device_Rank2KGroupedScheduler_p256_t256_l, 64x64x32) { using ThreadblockShape = cutlass::gemm::GemmShape<64, 64, 32>; static int const kNumPrefetch = 256; static int const kThreadCount = 256; static cutlass::FillMode const kFillModeC = cutlass::FillMode::kLower; using Testbed = test::gemm::device::TestbedGroupedRank2KScheduler< ThreadblockShape, kNumPrefetch, kThreadCount, kFillModeC, // List of GroupScheduleModes to compare. List must contain at least two. cutlass::gemm::kernel::GroupScheduleMode::kDeviceOnly, cutlass::gemm::kernel::GroupScheduleMode::kHostPrecompute>; run_tests(); } ///////////////////////////////////////////////////////////////////////////////////////////////// TEST(SM80_Device_Rank2KGroupedScheduler_p256_t128_l, 64x64x32) { using ThreadblockShape = cutlass::gemm::GemmShape<64, 64, 32>; static int const kNumPrefetch = 256; static int const kThreadCount = 128; static cutlass::FillMode const kFillModeC = cutlass::FillMode::kLower; using Testbed = test::gemm::device::TestbedGroupedRank2KScheduler< ThreadblockShape, kNumPrefetch, kThreadCount, kFillModeC, // List of GroupScheduleModes to compare. List must contain at least two. cutlass::gemm::kernel::GroupScheduleMode::kDeviceOnly, cutlass::gemm::kernel::GroupScheduleMode::kHostPrecompute>; run_tests(); } ///////////////////////////////////////////////////////////////////////////////////////////////// TEST(SM80_Device_Rank2KGroupedScheduler_p256_t256_l, 64x32x32) { using ThreadblockShape = cutlass::gemm::GemmShape<64, 32, 32>; static int const kNumPrefetch = 256; static int const kThreadCount = 256; static cutlass::FillMode const kFillModeC = cutlass::FillMode::kLower; using Testbed = test::gemm::device::TestbedGroupedRank2KScheduler< ThreadblockShape, kNumPrefetch, kThreadCount, kFillModeC, // List of GroupScheduleModes to compare. List must contain at least two. cutlass::gemm::kernel::GroupScheduleMode::kDeviceOnly, cutlass::gemm::kernel::GroupScheduleMode::kHostPrecompute>; // Skip individual tile check for the non-square SYR2K versions. We still // compare the problem visitors with one another run_tests(/*skip_tile_check=*/true); } ///////////////////////////////////////////////////////////////////////////////////////////////// TEST(SM80_Device_Rank2KGroupedScheduler_p256_t256_u, 64x32x32) { using ThreadblockShape = cutlass::gemm::GemmShape<64, 32, 32>; static int const kNumPrefetch = 256; static int const kThreadCount = 256; static cutlass::FillMode const kFillModeC = cutlass::FillMode::kUpper; using Testbed = test::gemm::device::TestbedGroupedRank2KScheduler< ThreadblockShape, kNumPrefetch, kThreadCount, kFillModeC, // List of GroupScheduleModes to compare. List must contain at least two. cutlass::gemm::kernel::GroupScheduleMode::kDeviceOnly, cutlass::gemm::kernel::GroupScheduleMode::kHostPrecompute>; // Skip individual tile check for the non-square SYR2K versions. We still // compare the problem visitors with one another run_tests(/*skip_tile_check=*/true); } ///////////////////////////////////////////////////////////////////////////////////////////////// TEST(SM80_Device_Rank2KGroupedScheduler_p256_t256_l, 32x64x32) { using ThreadblockShape = cutlass::gemm::GemmShape<32, 64, 32>; static int const kNumPrefetch = 256; static int const kThreadCount = 256; static cutlass::FillMode const kFillModeC = cutlass::FillMode::kLower; using Testbed = test::gemm::device::TestbedGroupedRank2KScheduler< ThreadblockShape, kNumPrefetch, kThreadCount, kFillModeC, // List of GroupScheduleModes to compare. List must contain at least two. cutlass::gemm::kernel::GroupScheduleMode::kDeviceOnly, cutlass::gemm::kernel::GroupScheduleMode::kHostPrecompute>; // Skip individual tile check for the non-square SYR2K versions. We still // compare the problem visitors with one another run_tests(/*skip_tile_check=*/true); } ///////////////////////////////////////////////////////////////////////////////////////////////// TEST(SM80_Device_Rank2KGroupedScheduler_p256_t256_u, 32x64x32) { using ThreadblockShape = cutlass::gemm::GemmShape<32, 64, 32>; static int const kNumPrefetch = 256; static int const kThreadCount = 256; static cutlass::FillMode const kFillModeC = cutlass::FillMode::kUpper; using Testbed = test::gemm::device::TestbedGroupedRank2KScheduler< ThreadblockShape, kNumPrefetch, kThreadCount, kFillModeC, // List of GroupScheduleModes to compare. List must contain at least two. cutlass::gemm::kernel::GroupScheduleMode::kDeviceOnly, cutlass::gemm::kernel::GroupScheduleMode::kHostPrecompute>; // Skip individual tile check for the non-square SYR2K versions. We still // compare the problem visitors with one another run_tests(/*skip_tile_check=*/true); } ///////////////////////////////////////////////////////////////////////////////////////////////// #endif // #if defined(CUTLASS_ARCH_MMA_SM80_SUPPORTED) /////////////////////////////////////////////////////////////////////////////////////////////////