#include #include #include #include #include #include "gemmini_mmio.h" int main() { char *print_buf = (char *) PRINT_BUF; sprintf(print_buf, "\n%d\n", DIM); gemmini_config_ld(0); gemmini_extended_config_ex(WEIGHT_STATIONARY, 0, 0, 1, 0, 0); // load up A and B and C uint32_t spad_A = 0x00000000; uint32_t spad_B = 0x00000100; // 16B word addressed uint32_t acc_C = 0x80000000; // accmem + accumulate uint32_t spad_C = 0x00000200; float *smem_A = (float *) SPAD_TO_SMEM(spad_A); // 0xff000000; // byte addressed float *smem_B = (float *) SPAD_TO_SMEM(spad_B); // 0xff000200; float *smem_C = (float *) SPAD_TO_SMEM(spad_C); // 0xff000400; int I = 5; int J = 5; int K = 5; gemmini_config_st(DIM * 4 * J) // load A with 128->1 in row-major order for (int i = 0; i < I; i++) { for (int k = 0; k < K; k++) { int tile_byte_offset = (i * K + k) * DIM * DIM; for (int x = 0; x < DIM; x++) for (int y = 0; y < DIM; y++) smem_A[tile_byte_offset + x * DIM + y] = (float) ((I * K * DIM * DIM - ((i * DIM + x) * DIM * K + (k * DIM + y))) % 64); } } // load B with 0->191 in row-major order for (int k = 0; k < K; k++) { for (int j = 0; j < J; j++) { int tile_byte_offset = (k * J + j) * DIM * DIM; for (int x = 0; x < DIM; x++) for (int y = 0; y < DIM; y++) smem_B[tile_byte_offset + x * DIM + y] = (float) (((k * DIM + x) * DIM * J + (j * DIM + y)) % 64); } } for (int i = 0; i < I * J * DIM * DIM; i++) smem_C[i] = 0.f; pfence(); // sprintf(print_buf, "\nA in\n"); // for (int i = I * DIM - 1; i < I * DIM; i++) { // for (int j = 0; j < K * DIM; j++) { // sprintf(print_buf, "%d ", (int) (smem_A[SMEM_MAT_OFFSET(i, j, K * DIM)])); // } // sprintf(print_buf, "\n"); // } // sprintf(print_buf, "\nB in\n"); // for (int i = 0; i < K * DIM; i++) { // for (int j = 0; j < J * DIM; j++) { // sprintf(print_buf, "%d ", (int) (smem_B[SMEM_MAT_OFFSET(i, j, J * DIM)])); // } // sprintf(print_buf, "\n"); // if (i == 2) i = K * DIM - 3; // } // gemmini_extended_preload(spad_B, acc_C, DIM, DIM, DIM, DIM); // gemmini_extended_compute_preloaded(spad_A, GARBAGE_ADDR, DIM, DIM, DIM, DIM); // gemmini_extended_mvout(0xc0000000, 0xff000000, DIM, DIM); // gemmini_extended_mvout_spad(spad_C, 1, acc_C, DIM, DIM); sp_tiled_matmul_full_spad_ws(spad_A, spad_B, /*spad_D=*/0, spad_C, /*I=*/I, /*J=*/J, /*K=*/K, /*pad_I=*/0, /*pad_J=*/0, /*pad_K=*/0, /*a_transpose=*/0, /*b_transpose=*/0, /*full_C=*/0, /*low_D=*/0, /*no_bias=*/1, /*repeating_bias=*/0, /*act=*/NO_ACTIVATION); for (int i = 0; i < 32; i++) pfence(); // check results for (int i = 0; i < I * DIM; i++) { for (int j = 0; j < J * DIM; j++) { int sum = 0; for (int k = 0; k < K * DIM; k++) sum += ((I * K * DIM * DIM - i * K * DIM - k) % 64) * ((k * J * DIM + j) % 64); if ((int) (smem_C[SMEM_MAT_OFFSET(i, j, J * DIM)] * 10) != (int) (sum * 10)) { sprintf(print_buf, "TEST FAILED (actual/reference)\n"); for (int ii = 0; ii < I * DIM; ii++) { for (int jj = 0; jj < J * DIM; jj++) { sum = 0; for (int k = 0; k < K * DIM; k++) sum += ((I * K * DIM * DIM - ii * K * DIM - k) % 64) * ((k * J * DIM + jj) % 64); sprintf(print_buf, "%d/%d ", (int) (smem_C[SMEM_MAT_OFFSET(ii, jj, J * DIM)]), (int) sum); } sprintf(print_buf, "\n"); } return 1; } } } sprintf(print_buf, "TEST PASSED\n"); return 0; }