#include #include #include #include #include "common.h" #define BM 8 #define BN BM #define BK 2 // #define TM (BM/BK) // #define TN (BN/BK) #define TM 2 #define TN 2 #define DEV_BARRIER_MMIO_BASE_ADDR 0xff003f00UL #define CORES_PER_CLUSTER 2 #define BARRIER_STRIDE 4 void threadblock_barrier(unsigned int tid_in_threadblock, unsigned int barrier_id, unsigned int count) { vx_barrier(barrier_id, count); vx_fence(); // vx_printf("========== barrier! barrier_id=%u, count=%u\n", barrier_id, count); #if CORES_PER_CLUSTER != 0 // this code doesn't work without the memory-mapped register implemented in // hardware, hence the #ifdef. if (tid_in_threadblock == 0) { volatile uint32_t *mmio = (volatile uint32_t *)(DEV_BARRIER_MMIO_BASE_ADDR); int core_id = vx_core_id(); // FIXME: hardcoded const uint32_t barrier_stride = BARRIER_STRIDE; const uint32_t barrier_offset = barrier_stride * barrier_id; // wait for the barrier to be initialized while (mmio[barrier_offset + 1 + core_id] != 0); // signal internal-core synchronization done mmio[barrier_offset + 1 + core_id] = 1; // wait for other cores in the cluster to finish by waiting on the // all-synced read-only mmio reg while (mmio[barrier_offset] == 0); // need to signal that this core passed the barrier; otherwise, if we // reset this to 0 right away, the other core still waiting for the // barrier might never see the all-sync mmio reg as 1. mmio[barrier_offset + 1 + core_id] = 2; // // if this core is the last one passing the barrier, reset all per-core // // flags to 0 to get ready for the next barrier // bool all_passed = true; // for (int i = 0; i < CORES_PER_CLUSTER; i++) { // // if (i == core_id) continue; // // NOTE: this requires coherent access of store-to-load to the same // // address // if (mmio[barrier_offset + 1 + i] != 2) { // all_passed = false; // break; // } // } // if (all_passed) { // for (int i = 0; i < CORES_PER_CLUSTER; i++) { // mmio[barrier_offset + 1 + i] = 0; // } // } } vx_barrier(barrier_id, count); #endif } void thread_block_gemm(kernel_arg_t *__UNIFORM__ arg, const uint32_t tid_in_threadblock, const uint32_t threadblock_dim_x, const uint32_t threadblock_dim_y, const uint32_t threadblock_id_x, const uint32_t threadblock_id_y, const uint32_t threadblock_id_in_core, float *sharedmem_per_threadblock) { const float *A = (const float *)arg->addr_a; const float *B = (const float *)arg->addr_b; float *C = (float *)arg->addr_c; // assumes NT == NW == matrix_dim const uint32_t dim_m = arg->dim_m; const uint32_t dim_n = arg->dim_n; const uint32_t dim_k = arg->dim_k; // FIXME: Output block size is assumed to be square, i.e. BM == BN // const uint32_t BM = threadblock_dim_y; // const uint32_t BN = threadblock_dim_y; // const uint32_t BK = threadblock_dim_x; // constexpr uint32_t BM = 8; // constexpr uint32_t BN = 8; // constexpr uint32_t BK = 2; const uint32_t local_a_row = tid_in_threadblock / BK; const uint32_t local_a_col = tid_in_threadblock % BK; const uint32_t local_b_row = tid_in_threadblock / BN; const uint32_t local_b_col = tid_in_threadblock % BN; const uint32_t global_a_row = BM * threadblock_id_y + local_a_row; const uint32_t global_b_col = BN * threadblock_id_x + local_b_col; const uint32_t local_c_row = tid_in_threadblock / (BN / TN); const uint32_t local_c_col = tid_in_threadblock % (BN / TN); // each thread generates TM output element float reg_c[TM * TN] = { 0.0f }; float reg_a[TM] = { 0.0f }; float reg_b[TN] = { 0.0f }; volatile float *local_a = sharedmem_per_threadblock; // const size_t local_a_elems = threadblock_dim_x * threadblock_dim_y; const size_t local_a_elems = (BM * BK); volatile float *local_b = sharedmem_per_threadblock + local_a_elems; constexpr uint32_t stride_a = (BM * BN) / BK / (TM * TN); constexpr uint32_t stride_b = (BM * BN) / BN / (TM * TN); for (uint32_t k = 0; k < dim_k; k += BK) { for (uint32_t load_offset = 0; load_offset < BM; load_offset += stride_a) { const uint32_t global_a_offset = dim_k * (global_a_row + load_offset) + (k + local_a_col); local_a[BK * (local_a_row + load_offset) + local_a_col] = A[global_a_offset]; } for (uint32_t load_offset = 0; load_offset < BK; load_offset += stride_b) { const uint32_t global_b_offset = dim_n * (k + local_b_row + load_offset) + global_b_col; local_b[BN * (local_b_row + load_offset) + local_b_col] = B[global_b_offset]; } threadblock_barrier(tid_in_threadblock, threadblock_id_in_core, threadblock_dim_y); for (uint32_t local_k = 0; local_k < BK; local_k++) { #pragma GCC unroll TM for (uint32_t res_idx_m = 0; res_idx_m < TM; res_idx_m++) { reg_a[res_idx_m] = local_a[BK * (TM * local_c_row + res_idx_m) + local_k]; } #pragma GCC unroll TN for (uint32_t res_idx_n = 0; res_idx_n < TN; res_idx_n++) { reg_b[res_idx_n] = local_b[BN * local_k + (TN * local_c_col + res_idx_n)]; } // Compute multiple result elements (TM) per thread #pragma GCC unroll TM for (uint32_t res_idx_m = 0; res_idx_m < TM; res_idx_m++) { #pragma GCC unroll TN for (uint32_t res_idx_n = 0; res_idx_n < TN; res_idx_n++) { // NOTE use of local_b_row reg_c[TN * res_idx_m + res_idx_n] += reg_a[res_idx_m] * reg_b[res_idx_n]; // reg_c[TN * res_idx_m + res_idx_n] += // local_a[BK * (TM * local_c_row + res_idx_m) + local_k] * // local_b[BN * local_k + (TN * local_c_col + res_idx_n)]; } } } threadblock_barrier(tid_in_threadblock, threadblock_id_in_core, threadblock_dim_y); } #pragma GCC unroll TM for (uint32_t res_idx_m = 0; res_idx_m < TM; res_idx_m++) { #pragma GCC unroll TN for (uint32_t res_idx_n = 0; res_idx_n < TN; res_idx_n++) { // NOTE use of local_b_row and global_b_col here C[dim_n * (BM * threadblock_id_y + TM * local_c_row + res_idx_m) + (BN * threadblock_id_x + TN * local_c_col + res_idx_n)] = reg_c[TN * res_idx_m + res_idx_n]; } } } void kernel_body(int task_id, kernel_arg_t* __UNIFORM__ arg) { // @perf: All threads are running these compute whose result is mostly same // across the threadblock const uint32_t threads_per_threadblock = (BM * BN) / (TM * TN); const uint32_t threadblocks_per_core = vx_num_threads() * vx_num_warps() / threads_per_threadblock; const uint32_t threadblock_dim_x = vx_num_threads(); const uint32_t threadblock_dim_y = vx_num_warps() / threadblocks_per_core; const int threadblock_id = task_id / threads_per_threadblock; const int threadblock_id_in_core = threadblock_id % threadblocks_per_core; const int tid_in_threadblock = task_id % threads_per_threadblock; const uint32_t dim_m = arg->dim_m; const uint32_t dim_n = arg->dim_n; const uint32_t dim_n_in_blocks = dim_n / BN; const int threadblock_id_x = threadblock_id % dim_n_in_blocks; const int threadblock_id_y = threadblock_id / dim_n_in_blocks; float *sharedmem_per_threadblock = (float *)DEV_SMEM_START_ADDR + (2 * BM * BK) * threadblock_id_in_core; thread_block_gemm(arg, tid_in_threadblock, threadblock_dim_x, threadblock_dim_y, threadblock_id_x, threadblock_id_y, threadblock_id_in_core, sharedmem_per_threadblock); } int main() { kernel_arg_t *arg = (kernel_arg_t *)KERNEL_ARG_DEV_MEM_ADDR; const uint32_t grid_size = arg->dim_m * arg->dim_n / (TM * TN); vx_spawn_tasks(grid_size, (vx_spawn_tasks_cb)kernel_body, arg); return 0; }