/*************************************************************************************************** * Copyright (c) 2023 - 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. * SPDX-License-Identifier: BSD-3-Clause * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions are met: * * 1. Redistributions of source code must retain the above copyright notice, this * list of conditions and the following disclaimer. * * 2. 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. * * 3. 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. * **************************************************************************************************/ #include "cutlass_unit_test.h" #include #include #include #include using namespace cute; __global__ void movm_test_device(uint16_t* g_in, uint16_t* g_out) { int tid = threadIdx.x; // load input gmem -> register uint32_t reg = reinterpret_cast(g_in)[tid]; // do two movmatrix calls (transpose twice => identity) uint32_t tmp = 0; uint32_t dst = 0; SM75_U32x1_MOVM_T::copy(reg, tmp); SM75_U32x1_MOVM_T::copy(tmp, dst); // store result reinterpret_cast(g_out)[tid] = dst; } template __global__ void movm_test_device_cute(uint16_t* g_in, uint16_t* g_out, TiledCopy tiled_copy, GmemLayout gmem_layout) { using namespace cute; auto t_g_in = make_tensor(make_gmem_ptr(reinterpret_cast(g_in)), gmem_layout); auto t_g_out = make_tensor(make_gmem_ptr(reinterpret_cast(g_out)), gmem_layout); int tid = threadIdx.x; auto thr_copy = tiled_copy.get_thread_slice(tid); auto tXgS = thr_copy.partition_S(t_g_in); auto tXgD = thr_copy.partition_D(t_g_out); // Register tensors for intermediate and output data auto tXrS = make_tensor(shape(tXgS)); // src auto tXrT = make_tensor(shape(tXgS)); // tmp auto tXrD = make_tensor(shape(tXgD)); // dst clear(tXrS); clear(tXrT); clear(tXrD); // Load gmem -> registers for (int i = 0; i < size(tXrS); ++i) { tXrS(i) = tXgS(i); } // do two movmatrix calls for identity copy(tiled_copy, tXrS, tXrT); copy(tiled_copy, tXrT, tXrD); // Store registers -> gmem for (int i = 0; i < size(tXrD); ++i) { tXgD(i) = tXrD(i); } } TEST(SM75_CuTe_Turing, Movm) { constexpr int count = 1024; thrust::host_vector h_in(count); for (int i = 0; i < count; ++i) { h_in[i] = uint16_t(i); } thrust::device_vector d_in = h_in; // // Direct MOVM // { thrust::device_vector d_out(count); movm_test_device<<<1, 32>>>( thrust::raw_pointer_cast(d_in.data()), thrust::raw_pointer_cast(d_out.data())); thrust::host_vector h_out = d_out; // applied movmatrix twice so result should equal input for (int i = 0; i < 64; ++i) { EXPECT_EQ(h_out[i], h_in[i]); } CUTLASS_TRACE_HOST("MOVM movm_test_device SUCCESS\n"); } // // CuTe MOVM // { thrust::device_vector d_out(count); auto gmem_layout = Layout, Stride< _1,_32>>{}; auto tiled_copy = make_tiled_copy(Copy_Atom{}, Layout>{}, Layout>{}); movm_test_device_cute<<<1, int(size(tiled_copy))>>>( thrust::raw_pointer_cast(d_in.data()), thrust::raw_pointer_cast(d_out.data()), tiled_copy, gmem_layout); thrust::host_vector h_out = d_out; for (int i = 0; i < (size(gmem_layout)*2); ++i) { EXPECT_EQ(h_out[i], h_in[i]); } CUTLASS_TRACE_HOST("CuTe MOVM SUCCESS\n"); } CUTLASS_TRACE_HOST("PASS"); }