// Copyright 2023 Tencent // SPDX-License-Identifier: BSD-3-Clause #include "test_gemm_1.h" int main() { SRAND(7767517); // transpose and output layouts cover short, aligned and remainder dimensions static const int layouts[][3] = { {1, 1, 1}, {31, 31, 31}, {31, 32, 31}, {32, 31, 32}, {32, 32, 32}, {20, 32, 20}, }; for (int i = 0; i < (int)(sizeof(layouts) / sizeof(layouts[0])); i++) { const int* t = layouts[i]; if (test_gemm_0(t[0], t[1], t[2], 100, 100, 100) != 0) return -1; } // independent dimensions retain small and intermediate matrix sizes static const int dimensions[][3] = { {2, 2, 2}, {3, 3, 3}, {4, 4, 4}, {5, 5, 5}, {6, 6, 6}, {7, 7, 7}, {8, 8, 8}, {15, 15, 15}, {16, 16, 16}, {24, 24, 24}, }; for (int i = 0; i < (int)(sizeof(dimensions) / sizeof(dimensions[0])); i++) { const int* t = dimensions[i]; if (test_gemm(t[0], t[1], t[2], 100, 100, 100, 2.1f, 0, 0, 0) != 0) return -1; } // aligned and remainder shapes exercise every tile and transpose layout static const int boundary[][3] = { {31, 31, 31}, {32, 32, 32}, }; static const int tiles[] = {1, 2, 4, 8, 12, 16, 20, 24, 28}; const int boundary_count = sizeof(boundary) / sizeof(boundary[0]); for (int i = 0; i < boundary_count; i++) { for (int j = 0; j < 9; j++) { // tile overrides affect cpu kernels if (test_gemm_0(boundary[i][0], boundary[i][1], boundary[i][2], tiles[j], tiles[j], tiles[j], TEST_LAYER_DISABLE_GPU_TESTING) != 0) return -1; } } // short matrices and asymmetric dimensions cover partial tiles independently static const int partial[][6] = { {2, 2, 2, 1, 1, 1}, {3, 3, 3, 2, 2, 2}, {5, 5, 5, 4, 4, 4}, {9, 9, 9, 8, 8, 8}, {13, 13, 13, 12, 12, 12}, {17, 17, 17, 16, 16, 16}, {21, 21, 21, 20, 20, 20}, {25, 25, 25, 24, 24, 24}, {29, 29, 29, 28, 28, 28}, {20, 32, 20, 12, 12, 12}, {31, 32, 31, 1, 1, 1}, {32, 31, 32, 4, 8, 4} }; const int partial_count = sizeof(partial) / sizeof(partial[0]); for (int i = 0; i < partial_count; i++) { const int* t = partial[i]; if (test_gemm_0(t[0], t[1], t[2], t[3], t[4], t[5], TEST_LAYER_DISABLE_GPU_TESTING) != 0) return -1; } return 0; }