#pragma clang diagnostic ignored "-Wunused-variable" #pragma clang diagnostic ignored "-Wunused-function" #pragma clang diagnostic ignored "-Wunused-but-set-variable" #include #include #include #include #define GGML_COMMON_DECL_C #include "ggml-common.h" #include "htp-ctx.h" #include "htp-ops.h" #include "htp-ops.h" #include "hvx-utils.h" struct get_rows_context { struct htp_ops_context * octx; uint32_t tasks_per_thread; uint32_t total_tasks; uint32_t chunks_per_row; uint32_t chunk_size; struct fastdiv_values get_rows_div_ne10; struct fastdiv_values get_rows_div_ne10_ne11; struct fastdiv_values get_rows_div_chunks_per_row; }; #define get_rows_preamble \ const uint32_t ne00 = octx->src[0]->ne[0]; \ const uint32_t ne01 = octx->src[0]->ne[1]; \ const uint32_t ne02 = octx->src[0]->ne[2]; \ const uint32_t ne03 = octx->src[0]->ne[3]; \ \ const uint32_t ne10 = octx->src[1]->ne[0]; \ const uint32_t ne11 = octx->src[1]->ne[1]; \ const uint32_t ne12 = octx->src[1]->ne[2]; \ const uint32_t ne13 = octx->src[1]->ne[3]; \ \ const uint32_t ne0 = octx->dst->ne[0]; \ const uint32_t ne1 = octx->dst->ne[1]; \ const uint32_t ne2 = octx->dst->ne[2]; \ const uint32_t ne3 = octx->dst->ne[3]; \ \ const uint32_t nb01 = octx->src[0]->nb[1]; \ const uint32_t nb02 = octx->src[0]->nb[2]; \ const uint32_t nb03 = octx->src[0]->nb[3]; \ \ const uint32_t nb10 = octx->src[1]->nb[0]; \ const uint32_t nb11 = octx->src[1]->nb[1]; \ const uint32_t nb12 = octx->src[1]->nb[2]; \ \ const uint32_t nb1 = octx->dst->nb[1]; \ const uint32_t nb2 = octx->dst->nb[2]; \ const uint32_t nb3 = octx->dst->nb[3]; \ \ const uint32_t nr = ne10 * ne11 * ne12; static void get_rows_thread_f32_f32_dma(unsigned int nth, unsigned int ith, void *data) { struct get_rows_context * grctx = (struct get_rows_context *)data; struct htp_ops_context * octx = grctx->octx; get_rows_preamble; uint64_t qt = HAP_perf_get_qtimer_count(); const uint32_t dr = grctx->tasks_per_thread; const uint32_t ir0 = dr * ith; if (ir0 >= grctx->total_tasks) { return; } const uint32_t ir1 = MIN(ir0 + dr, grctx->total_tasks); const bool is_i32 = (octx->src[1]->type == HTP_TYPE_I32); dma_queue * dma_queue = octx->ctx->dma[ith]; for (uint32_t i = ir0; i < ir1; ++i) { const uint32_t i12 = fastdiv(i, &grctx->get_rows_div_ne10_ne11); const uint32_t rem = i - i12 * ne11 * ne10; const uint32_t i11 = fastdiv(rem, &grctx->get_rows_div_ne10); const uint32_t i10 = rem - i11 * ne10; const uintptr_t src1_addr = octx->src[1]->data + i10*nb10 + i11*nb11 + i12*nb12; uint32_t i01 = is_i32 ? *(int32_t *)src1_addr : *(int64_t *)src1_addr; if (i01 >= ne01) { continue; } const uintptr_t src0_ptr = octx->src[0]->data + i01*nb01 + i11*nb02 + i12*nb03; const uintptr_t dst_ptr = octx->dst->data + i10*nb1 + i11*nb2 + i12*nb3; while (!dma_queue_push(dma_queue, dma_make_ptr((void *)dst_ptr, (const void *)src0_ptr), nb1, nb01, ne00 * sizeof(float), 1)) { dma_queue_pop(dma_queue); } } dma_queue_flush(dma_queue); qt = HAP_perf_qtimer_count_to_us(HAP_perf_get_qtimer_count() - qt); FARF(HIGH, "get-rows-f32-f32-dma %d/%d: %ux%ux%ux%u (%u:%u) x %ux%ux%ux%u -> %ux%ux%ux%u usec %u\n", ith, nth, ne00, ne01, ne02, ne03, ir0, ir1, ne10, ne11, ne12, ne13, ne0, ne1, ne2, ne3, (unsigned) qt); } static void get_rows_thread_f32_f32_hvx(unsigned int nth, unsigned int ith, void *data) { struct get_rows_context * grctx = (struct get_rows_context *)data; struct htp_ops_context * octx = grctx->octx; get_rows_preamble; uint64_t qt = HAP_perf_get_qtimer_count(); const uint32_t dr = grctx->tasks_per_thread; const uint32_t ir0 = dr * ith; if (ir0 >= grctx->total_tasks) { return; } const uint32_t ir1 = MIN(ir0 + dr, grctx->total_tasks); const bool is_i32 = (octx->src[1]->type == HTP_TYPE_I32); const uint32_t chunks_per_row = grctx->chunks_per_row; const uint32_t chunk_size = grctx->chunk_size; for (uint32_t i = ir0; i < ir1; ++i) { const uint32_t row_idx = fastdiv(i, &grctx->get_rows_div_chunks_per_row); const uint32_t chunk_idx = i - row_idx * chunks_per_row; const uint32_t i12 = fastdiv(row_idx, &grctx->get_rows_div_ne10_ne11); const uint32_t rem = row_idx - i12 * ne11 * ne10; const uint32_t i11 = fastdiv(rem, &grctx->get_rows_div_ne10); const uint32_t i10 = rem - i11 * ne10; const uintptr_t src1_addr = octx->src[1]->data + i10*nb10 + i11*nb11 + i12*nb12; uint32_t i01 = is_i32 ? *(int32_t *)src1_addr : *(int64_t *)src1_addr; if (i01 >= ne01) { continue; } const uint32_t offset = chunk_idx * chunk_size; if (offset < ne00) { const uint32_t copy_size = MIN(chunk_size, ne00 - offset); const uintptr_t src0_ptr = octx->src[0]->data + i01*nb01 + i11*nb02 + i12*nb03 + offset * sizeof(float); const uintptr_t dst_ptr = octx->dst->data + i10*nb1 + i11*nb2 + i12*nb3 + offset * sizeof(float); hvx_copy_f32_uu((uint8_t *)dst_ptr, (const uint8_t *)src0_ptr, copy_size); } } qt = HAP_perf_qtimer_count_to_us(HAP_perf_get_qtimer_count() - qt); FARF(HIGH, "get-rows-f32-f32-hvx %d/%d: %ux%ux%ux%u (%u:%u) x %ux%ux%ux%u -> %ux%ux%ux%u usec %u\n", ith, nth, ne00, ne01, ne02, ne03, ir0, ir1, ne10, ne11, ne12, ne13, ne0, ne1, ne2, ne3, (unsigned) qt); } int op_get_rows(struct htp_ops_context * octx) { get_rows_preamble; if (octx->src[0]->type != HTP_TYPE_F32) { return HTP_STATUS_NO_SUPPORT; } if (octx->dst->type != HTP_TYPE_F32) { return HTP_STATUS_NO_SUPPORT; } if (octx->src[1]->type != HTP_TYPE_I32 && octx->src[1]->type != HTP_TYPE_I64) { return HTP_STATUS_NO_SUPPORT; } if (octx->flags & HTP_OPFLAGS_SKIP_COMPUTE) { return HTP_STATUS_OK; } const uint32_t nb00 = octx->src[0]->nb[0]; const uint32_t nb0 = octx->dst->nb[0]; const bool can_use_dma = (nb00 == sizeof(float)) && (nb0 == sizeof(float)); const bool use_dma = can_use_dma && (ne00 >= 2048); struct get_rows_context grctx; grctx.octx = octx; grctx.get_rows_div_ne10 = init_fastdiv_values(octx->src[1]->ne[0]); grctx.get_rows_div_ne10_ne11 = init_fastdiv_values(octx->src[1]->ne[0] * octx->src[1]->ne[1]); if (use_dma) { grctx.chunks_per_row = 1; grctx.chunk_size = ne00; grctx.total_tasks = nr; grctx.get_rows_div_chunks_per_row = init_fastdiv_values(1); const uint32_t n_threads = MIN(nr, octx->n_threads); grctx.tasks_per_thread = (nr + n_threads - 1) / n_threads; worker_pool_run_func(octx->ctx->worker_pool, get_rows_thread_f32_f32_dma, &grctx, n_threads); } else { uint32_t chunks_per_row = 1; uint32_t chunk_size = ne00; uint32_t total_tasks = nr; if (nr < octx->n_threads) { const uint32_t min_chunk_size = 1024; uint32_t max_chunks = ne00 / min_chunk_size; if (max_chunks == 0) { max_chunks = 1; } chunks_per_row = MIN((octx->n_threads + nr - 1) / nr, max_chunks); chunk_size = (ne00 + chunks_per_row - 1) / chunks_per_row; total_tasks = nr * chunks_per_row; } grctx.chunks_per_row = chunks_per_row; grctx.chunk_size = chunk_size; grctx.total_tasks = total_tasks; grctx.get_rows_div_chunks_per_row = init_fastdiv_values(chunks_per_row); const uint32_t n_threads = MIN(total_tasks, octx->n_threads); grctx.tasks_per_thread = (total_tasks + n_threads - 1) / n_threads; worker_pool_run_func(octx->ctx->worker_pool, get_rows_thread_f32_f32_hvx, &grctx, n_threads); } return HTP_STATUS_OK; }