1641 lines
61 KiB
C++
1641 lines
61 KiB
C++
// Copyright 2023 Google LLC
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//
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// This source code is licensed under the BSD-style license found in the
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// LICENSE file in the root directory of this source tree.
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//
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// Auto-generated file. Do not edit!
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// Specification: test/qu8-gemm-minmax-fp32.yaml
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// Generator: tools/generate-gemm-test.py
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#include <benchmark/benchmark.h>
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#include "gemm-benchmark.h"
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#include "utils.h"
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#include "xnnpack/common.h"
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#include "xnnpack/gemm.h"
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#include "xnnpack/isa-checks.h"
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#include "xnnpack/microfnptr.h"
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#include "xnnpack/microparams-init.h"
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#include "xnnpack/pack.h"
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#include "xnnpack/packw.h"
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#if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
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static void qu8_gemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld64,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld64)
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static void qu8_gemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld128,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld128)
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static void qu8_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld64,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld64)
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static void qu8_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128)
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static void qu8_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld64,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld64)
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static void qu8_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld128,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld128)
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static void qu8_gemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld64,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld64)
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static void qu8_gemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld128,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld128)
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static void qu8_gemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld64,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld64)
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static void qu8_gemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld128,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld128)
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static void qu8_gemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld64,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld64)
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static void qu8_gemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld128,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld128)
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static void qu8_gemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld64,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld64)
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static void qu8_gemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld128,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld128)
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static void qu8_gemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld64,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld64)
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static void qu8_gemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld128,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld128)
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static void qu8_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld64,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld64)
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static void qu8_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld128,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld128)
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static void qu8_gemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld64,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld64)
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static void qu8_gemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld128,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld128)
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static void qu8_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld64,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld64)
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static void qu8_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128)
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static void qu8_gemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld64,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/4, /*nr=*/4, /*kr=*/8, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld64)
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static void qu8_gemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld128,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/4, /*nr=*/4, /*kr=*/8, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld128)
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#endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
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#if XNN_ARCH_WASM || XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
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static void qu8_gemm_minmax_fp32_ukernel_1x2__wasm_fmagic(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_1x2__wasm_fmagic,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/1, /*nr=*/2, /*kr=*/1, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x2__wasm_fmagic)
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static void qu8_gemm_minmax_fp32_ukernel_1x4__wasm_fmagic(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_1x4__wasm_fmagic,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
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xnn_pack_qu8_gemm_goi_w,
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/*mr=*/1, /*nr=*/4, /*kr=*/1, /*sr=*/1,
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/*isa_check=*/nullptr);
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}
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BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4__wasm_fmagic)
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static void qu8_gemm_minmax_fp32_ukernel_2x2__wasm_fmagic(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_qu8_gemm_minmax_fp32_ukernel_2x2__wasm_fmagic,
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xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x2__wasm_fmagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4__wasm_fmagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4__wasm_fmagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4__wasm_fmagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x2__wasm_fmagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x2__wasm_fmagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x2__wasm_fmagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4__wasm_fmagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4__wasm_fmagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4__wasm_fmagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x2__wasm_fmagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x2__wasm_fmagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x2__wasm_fmagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4__wasm_fmagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4__wasm_fmagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4__wasm_fmagic)
|
|
#endif // XNN_ARCH_WASM || XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
|
|
|
|
|
|
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane,
|
|
xnn_init_qu8_conv_minmax_fp32_neonv8_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEONV8);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x16__neonv8_mlal_lane(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x16__neonv8_mlal_lane,
|
|
xnn_init_qu8_conv_minmax_fp32_neonv8_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEONV8);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x16__neonv8_mlal_lane)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x8__neon_mlal_lane(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x8__neon_mlal_lane,
|
|
xnn_init_qu8_conv_minmax_fp32_neon_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x8__neon_mlal_lane)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x16__neon_mlal_lane(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x16__neon_mlal_lane,
|
|
xnn_init_qu8_conv_minmax_fp32_neon_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x16__neon_mlal_lane)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x8__neon_mlal_lane(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x8__neon_mlal_lane,
|
|
xnn_init_qu8_conv_minmax_fp32_neon_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x8__neon_mlal_lane)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x16__neon_mlal_lane(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x16__neon_mlal_lane,
|
|
xnn_init_qu8_conv_minmax_fp32_neon_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x16__neon_mlal_lane)
|
|
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
|
|
|
|
#if XNN_ARCH_ARM
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x1c4__armsimd32(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x1c4__armsimd32,
|
|
xnn_init_qu8_conv_minmax_fp32_armsimd32_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/1, /*kr=*/4, /*sr=*/1,
|
|
benchmark::utils::CheckARMV6);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x1c4__armsimd32)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x2c4__armsimd32(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x2c4__armsimd32,
|
|
xnn_init_qu8_conv_minmax_fp32_armsimd32_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/2, /*kr=*/4, /*sr=*/1,
|
|
benchmark::utils::CheckARMV6);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x2c4__armsimd32)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x1c4__armsimd32(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x1c4__armsimd32,
|
|
xnn_init_qu8_conv_minmax_fp32_armsimd32_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/1, /*kr=*/4, /*sr=*/1,
|
|
benchmark::utils::CheckARMV6);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x1c4__armsimd32)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x2c4__armsimd32(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x2c4__armsimd32,
|
|
xnn_init_qu8_conv_minmax_fp32_armsimd32_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/2, /*kr=*/4, /*sr=*/1,
|
|
benchmark::utils::CheckARMV6);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x2c4__armsimd32)
|
|
#endif // XNN_ARCH_ARM
|
|
|
|
|
|
#if XNN_ENABLE_AVX512SKX && (XNN_ARCH_X86 || XNN_ARCH_X86_64)
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x16c8__avx512skx(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x16c8__avx512skx,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x16c8__avx512skx)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_5x16c8__avx512skx(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_5x16c8__avx512skx,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/5, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_5x16c8__avx512skx)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_7x16c8__avx512skx(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_7x16c8__avx512skx,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/7, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_7x16c8__avx512skx)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_8x16c8__avx512skx(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_8x16c8__avx512skx,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/8, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_8x16c8__avx512skx)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x16c8__avx512skx_prfm(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x16c8__avx512skx_prfm,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x16c8__avx512skx_prfm)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_5x16c8__avx512skx_prfm(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_5x16c8__avx512skx_prfm,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/5, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_5x16c8__avx512skx_prfm)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_7x16c8__avx512skx_prfm(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_7x16c8__avx512skx_prfm,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/7, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_7x16c8__avx512skx_prfm)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_8x16c8__avx512skx_prfm(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_8x16c8__avx512skx_prfm,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/8, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_8x16c8__avx512skx_prfm)
|
|
#endif // XNN_ENABLE_AVX512SKX && (XNN_ARCH_X86 || XNN_ARCH_X86_64)
|
|
|
|
|
|
#if XNN_ENABLE_AVX256SKX && (XNN_ARCH_X86 || XNN_ARCH_X86_64)
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x8c8__avx256skx(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x8c8__avx256skx,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX256SKX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x8c8__avx256skx)
|
|
#endif // XNN_ENABLE_AVX256SKX && (XNN_ARCH_X86 || XNN_ARCH_X86_64)
|
|
|
|
|
|
#if XNN_ARCH_X86 || XNN_ARCH_X86_64
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x8c8__avx2(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x8c8__avx2,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x8c8__avx2)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x8c8__avx2(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x8c8__avx2,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x8c8__avx2)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x8c8__avx2(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x8c8__avx2,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x8c8__avx2)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x8c8__avx2(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x8c8__avx2,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x8c8__avx2)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c2__avx_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2__avx_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2__avx_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c2__avx_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2__avx_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2__avx_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c2__avx_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2__avx_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2__avx_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4c2__avx_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2__avx_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2__avx_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c2__avx_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2__avx_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2__avx_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c2__avx_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2__avx_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2__avx_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c2__avx_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2__avx_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2__avx_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4c2__avx_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2__avx_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2__avx_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c2s4__avx_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2s4__avx_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2s4__avx_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c2s4__avx_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2s4__avx_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2s4__avx_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c2s4__avx_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2s4__avx_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2s4__avx_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4c2s4__avx_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2s4__avx_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2s4__avx_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c2s4__avx_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2s4__avx_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2s4__avx_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c2s4__avx_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2s4__avx_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2s4__avx_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c2s4__avx_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2s4__avx_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2s4__avx_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4c2s4__avx_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2s4__avx_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2s4__avx_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c8__avx_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__avx_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c8__avx_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c8__avx_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c8__avx_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c8__avx_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c8__avx_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c8__avx_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c8__avx_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c8__avx_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__avx_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c8__avx_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c8__avx_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c8__avx_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c8__avx_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c8__avx_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c8__avx_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c8__avx_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c2__sse41_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2__sse41_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2__sse41_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c2__sse41_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2__sse41_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2__sse41_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c2__sse41_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2__sse41_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2__sse41_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4c2__sse41_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2__sse41_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2__sse41_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c2s4__sse41_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2s4__sse41_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2s4__sse41_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c2s4__sse41_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2s4__sse41_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2s4__sse41_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c2s4__sse41_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2s4__sse41_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2s4__sse41_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4c2s4__sse41_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2s4__sse41_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2s4__sse41_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c8__sse41_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c8__sse41_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c8__sse41_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c2s4__sse41_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2s4__sse41_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2s4__sse41_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c2s4__sse41_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2s4__sse41_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2s4__sse41_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c2s4__sse41_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2s4__sse41_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2s4__sse41_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4c2s4__sse41_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2s4__sse41_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2s4__sse41_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c2__sse41_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2__sse41_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2__sse41_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c2__sse41_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2__sse41_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2__sse41_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c2__sse41_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2__sse41_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2__sse41_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4c2__sse41_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2__sse41_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2__sse41_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c8__sse41_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c8__sse41_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c8__sse41_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c2__sse2_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2__sse2_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2__sse2_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c2__sse2_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2__sse2_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2__sse2_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c2__sse2_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2__sse2_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2__sse2_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c2s4__sse2_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2s4__sse2_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2s4__sse2_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c2s4__sse2_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2s4__sse2_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2s4__sse2_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c2s4__sse2_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2s4__sse2_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2s4__sse2_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4c2s4__sse2_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2s4__sse2_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2s4__sse2_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c8__sse2_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c8__sse2_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c8__sse2_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld64,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld64)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c2s4__sse2_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2s4__sse2_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2s4__sse2_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c2s4__sse2_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2s4__sse2_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2s4__sse2_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c2s4__sse2_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2s4__sse2_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2s4__sse2_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4c2s4__sse2_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2s4__sse2_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2s4__sse2_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c2__sse2_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2__sse2_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c2__sse2_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c2__sse2_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c2__sse2_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c2__sse2_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c2__sse2_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2__sse2_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c2__sse2_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4c8__sse2_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4c8__sse2_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4c8__sse2_ld128)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld128,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld128)
|
|
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
|
|
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x2__scalar_fmagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x2__scalar_fmagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x2__scalar_fmagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x2__scalar_imagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x2__scalar_imagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x2__scalar_imagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x2__scalar_lrintf(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x2__scalar_lrintf,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x2__scalar_lrintf)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4__scalar_fmagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4__scalar_fmagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4__scalar_fmagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4__scalar_imagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4__scalar_imagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4__scalar_imagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_1x4__scalar_lrintf(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_1x4__scalar_lrintf,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_1x4__scalar_lrintf)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x2__scalar_fmagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x2__scalar_fmagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x2__scalar_fmagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x2__scalar_imagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x2__scalar_imagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x2__scalar_imagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x2__scalar_lrintf(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x2__scalar_lrintf,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x2__scalar_lrintf)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4__scalar_fmagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4__scalar_fmagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4__scalar_fmagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4__scalar_imagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4__scalar_imagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4__scalar_imagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_2x4__scalar_lrintf(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_2x4__scalar_lrintf,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_2x4__scalar_lrintf)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x2__scalar_fmagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x2__scalar_fmagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x2__scalar_fmagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x2__scalar_imagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x2__scalar_imagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x2__scalar_imagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x2__scalar_lrintf(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x2__scalar_lrintf,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x2__scalar_lrintf)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4__scalar_fmagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4__scalar_fmagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4__scalar_fmagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4__scalar_imagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4__scalar_imagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4__scalar_imagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_3x4__scalar_lrintf(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_3x4__scalar_lrintf,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_3x4__scalar_lrintf)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x2__scalar_fmagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x2__scalar_fmagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x2__scalar_fmagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x2__scalar_imagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x2__scalar_imagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x2__scalar_imagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x2__scalar_lrintf(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x2__scalar_lrintf,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x2__scalar_lrintf)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4__scalar_fmagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4__scalar_fmagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4__scalar_fmagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4__scalar_imagic(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4__scalar_imagic,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4__scalar_imagic)
|
|
|
|
static void qu8_gemm_minmax_fp32_ukernel_4x4__scalar_lrintf(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_qu8_gemm_minmax_fp32_ukernel_4x4__scalar_lrintf,
|
|
xnn_init_qu8_conv_minmax_fp32_scalar_params,
|
|
xnn_pack_qu8_gemm_goi_w,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1,
|
|
/*isa_check=*/nullptr);
|
|
}
|
|
|
|
BENCHMARK_GEMM(qu8_gemm_minmax_fp32_ukernel_4x4__scalar_lrintf)
|
|
|
|
#ifndef XNNPACK_BENCHMARK_NO_MAIN
|
|
BENCHMARK_MAIN();
|
|
#endif
|