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1228 lines
56 KiB
1228 lines
56 KiB
// Copyright 2019 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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#include <algorithm>
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#include <cmath>
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#include <functional>
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#include <random>
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#include <vector>
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#include <xnnpack.h>
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#include <benchmark/benchmark.h>
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#include "bench/end2end.h"
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#include "bench/utils.h"
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#include "models/models.h"
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#include <xnnpack/gemm.h>
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#include <xnnpack/igemm.h>
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#include <xnnpack/params.h>
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static void GEMMEnd2EndBenchmark(
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benchmark::State& state,
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models::ExecutionPlanFactory model_factory,
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xnn_f32_gemm_minmax_ukernel_function gemm,
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xnn_f32_igemm_minmax_ukernel_function igemm,
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xnn_f32_gemm_minmax_ukernel_function gemm1,
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xnn_f32_igemm_minmax_ukernel_function igemm1,
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uint8_t mr, uint8_t nr, uint8_t log2_kr = 0, uint8_t log2_sr = 0,
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benchmark::utils::IsaCheckFunction isa_check = nullptr)
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{
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if (isa_check && !isa_check(state)) {
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return;
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}
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if (xnn_initialize(nullptr /* allocator */) != xnn_status_success) {
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state.SkipWithError("failed to initialize XNNPACK");
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return;
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}
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// Override microkernels chosen in xnn_initialize
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// Note: do not directly assign to xnn_params.f32.gemm because it breaks older gcc.
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xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel(xnn_gemm_ukernel_function(gemm));
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xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel(xnn_igemm_ukernel_function(igemm));
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xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel(xnn_gemm_ukernel_function(gemm1));
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xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel(xnn_igemm_ukernel_function(igemm1));
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xnn_params.f32.gemm.mr = mr;
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xnn_params.f32.gemm.nr = nr;
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xnn_params.f32.gemm.log2_kr = log2_kr;
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xnn_params.f32.gemm.log2_sr = log2_sr;
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auto execution_plan = model_factory(nullptr);
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if (execution_plan.empty()) {
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state.SkipWithError("failed to create a model");
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return;
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}
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for (auto _ : state) {
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for (const std::unique_ptr<xnn_operator, decltype(&xnn_delete_operator)>& op : execution_plan) {
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xnn_status status = xnn_run_operator(op.get(), nullptr);
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if (status != xnn_status_success) {
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state.SkipWithError("failed to run a model");
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return;
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}
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}
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}
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const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency();
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if (cpu_frequency != 0) {
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state.counters["cpufreq"] = cpu_frequency;
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}
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}
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#if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
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static void f32_gemm_4x12__aarch64_neonfma_cortex_a53(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_4x12__aarch64_neonfma_cortex_a53,
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xnn_f32_igemm_minmax_ukernel_4x12__aarch64_neonfma_cortex_a53,
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xnn_f32_gemm_minmax_ukernel_1x12__aarch64_neonfma_cortex_a53,
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xnn_f32_igemm_minmax_ukernel_1x12__aarch64_neonfma_cortex_a53,
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4 /* mr */, 12 /* nr */);
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}
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static void f32_gemm_4x8__aarch64_neonfma_cortex_a53(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a53,
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xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a53,
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xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53,
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xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53,
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4 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_4x8__aarch64_neonfma_cortex_a55(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a55,
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xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a55,
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xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53,
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xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53,
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4 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_4x8__aarch64_neonfma_cortex_a57(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a57,
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xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a57,
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xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a57,
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xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a57,
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4 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_4x8__aarch64_neonfma_cortex_a75(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a75,
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xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a75,
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xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a75,
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xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a75,
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4 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_4x8__aarch64_neonfma_ld64(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_ld64,
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xnn_f32_igemm_minmax_ukernel_4x8__neonfma_lane_ld64,
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xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_ld64,
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xnn_f32_igemm_minmax_ukernel_1x8__neonfma_lane_ld64,
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4 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_4x8__aarch64_neonfma_ld128(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_ld128,
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xnn_f32_igemm_minmax_ukernel_4x8__neonfma_lane_ld128,
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xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_ld64,
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xnn_f32_igemm_minmax_ukernel_1x8__neonfma_lane_ld64,
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4 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_5x8__aarch64_neonfma_cortex_a57(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_5x8__aarch64_neonfma_cortex_a57,
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xnn_f32_igemm_minmax_ukernel_5x8__aarch64_neonfma_cortex_a57,
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xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a57,
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xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a57,
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5 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_5x8__aarch64_neonfma_cortex_a75(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_5x8__aarch64_neonfma_cortex_a75,
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xnn_f32_igemm_minmax_ukernel_5x8__aarch64_neonfma_cortex_a75,
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xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a75,
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xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a75,
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5 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_6x8__aarch64_neonfma_cortex_a53(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a53,
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xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a53,
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xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53,
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xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53,
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6 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_6x8__aarch64_neonfma_cortex_a55(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a55,
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xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a55,
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xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53,
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xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53,
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6 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_6x8__aarch64_neonfma_cortex_a73(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a73,
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xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a73,
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xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a75,
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xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a75,
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6 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_6x8__aarch64_neonfma_cortex_a57(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a57,
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xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a57,
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xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a57,
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xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a57,
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6 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_6x8__aarch64_neonfma_cortex_a75(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a75,
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xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a75,
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xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a75,
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xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a75,
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6 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_6x8__aarch64_neonfma_ld64(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_ld64,
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xnn_f32_igemm_minmax_ukernel_6x8__neonfma_lane_ld64,
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xnn_f32_gemm_minmax_ukernel_1x8__neonfma_lane_ld64,
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xnn_f32_igemm_minmax_ukernel_1x8__neonfma_lane_ld64,
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6 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_6x8__aarch64_neonfma_ld128(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_ld128,
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xnn_f32_igemm_minmax_ukernel_6x8__neonfma_lane_ld64,
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xnn_f32_gemm_minmax_ukernel_1x8__neonfma_lane_ld64,
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xnn_f32_igemm_minmax_ukernel_1x8__neonfma_lane_ld64,
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6 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_4x8__neonfma_lane_ld64(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_4x8__neonfma_lane_ld64,
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xnn_f32_igemm_minmax_ukernel_4x8__neonfma_lane_ld64,
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xnn_f32_gemm_minmax_ukernel_1x8__neonfma_lane_ld64,
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xnn_f32_igemm_minmax_ukernel_1x8__neonfma_lane_ld64,
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4 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_4x8__neonfma_lane_ld128(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_4x8__neonfma_lane_ld128,
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xnn_f32_igemm_minmax_ukernel_4x8__neonfma_lane_ld128,
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xnn_f32_gemm_minmax_ukernel_1x8__neonfma_lane_ld64,
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xnn_f32_igemm_minmax_ukernel_1x8__neonfma_lane_ld64,
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4 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_6x8__neonfma_lane_ld64(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_6x8__neonfma_lane_ld64,
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xnn_f32_igemm_minmax_ukernel_6x8__neonfma_lane_ld64,
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xnn_f32_gemm_minmax_ukernel_1x8__neonfma_lane_ld64,
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xnn_f32_igemm_minmax_ukernel_1x8__neonfma_lane_ld64,
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6 /* mr */, 8 /* nr */);
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}
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static void f32_gemm_6x8__neonfma_lane_ld128(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_6x8__neonfma_lane_ld128,
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xnn_f32_igemm_minmax_ukernel_6x8__neonfma_lane_ld128,
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xnn_f32_gemm_minmax_ukernel_1x8__neonfma_lane_ld64,
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xnn_f32_igemm_minmax_ukernel_1x8__neonfma_lane_ld64,
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6 /* mr */, 8 /* nr */);
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}
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BENCHMARK_FP32_END2END(f32_gemm_4x8__aarch64_neonfma_ld64)
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BENCHMARK_FP32_END2END(f32_gemm_4x8__aarch64_neonfma_ld128);
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BENCHMARK_FP32_END2END(f32_gemm_6x8__aarch64_neonfma_ld64);
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BENCHMARK_FP32_END2END(f32_gemm_6x8__aarch64_neonfma_ld128);
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BENCHMARK_FP32_END2END(f32_gemm_4x8__aarch64_neonfma_cortex_a53)
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BENCHMARK_FP32_END2END(f32_gemm_4x8__aarch64_neonfma_cortex_a55)
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BENCHMARK_FP32_END2END(f32_gemm_4x8__aarch64_neonfma_cortex_a57)
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BENCHMARK_FP32_END2END(f32_gemm_4x8__aarch64_neonfma_cortex_a75)
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BENCHMARK_FP32_END2END(f32_gemm_5x8__aarch64_neonfma_cortex_a57);
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BENCHMARK_FP32_END2END(f32_gemm_5x8__aarch64_neonfma_cortex_a75);
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BENCHMARK_FP32_END2END(f32_gemm_6x8__aarch64_neonfma_cortex_a53);
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BENCHMARK_FP32_END2END(f32_gemm_6x8__aarch64_neonfma_cortex_a55);
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BENCHMARK_FP32_END2END(f32_gemm_6x8__aarch64_neonfma_cortex_a73);
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BENCHMARK_FP32_END2END(f32_gemm_6x8__aarch64_neonfma_cortex_a57);
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BENCHMARK_FP32_END2END(f32_gemm_6x8__aarch64_neonfma_cortex_a75);
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BENCHMARK_FP32_END2END(f32_gemm_4x12__aarch64_neonfma_cortex_a53)
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BENCHMARK_FP32_END2END(f32_gemm_4x8__neonfma_lane_ld64);
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BENCHMARK_FP32_END2END(f32_gemm_4x8__neonfma_lane_ld128);
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BENCHMARK_FP32_END2END(f32_gemm_6x8__neonfma_lane_ld64);
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BENCHMARK_FP32_END2END(f32_gemm_6x8__neonfma_lane_ld128);
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#endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
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#if XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY
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static void f32_gemm_4x8__aarch32_neon_ld64(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_ld64,
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xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_ld64,
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xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64,
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xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64,
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4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
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benchmark::utils::CheckNEON);
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}
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static void f32_gemm_4x8__aarch32_neon_cortex_a7(benchmark::State& state, models::ExecutionPlanFactory model) {
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GEMMEnd2EndBenchmark(state, model,
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xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_cortex_a7,
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xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_cortex_a7,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_gemm_4x8__aarch32_neon_cortex_a53(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_cortex_a53,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_cortex_a53,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_gemm_4x8__aarch32_neon_cortex_a55(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_cortex_a55,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_cortex_a55,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_gemm_4x8__aarch32_neon_cortex_a75(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_cortex_a75,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_cortex_a75,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_gemm_4x8__aarch32_neon_pld_cortex_a75(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_pld_cortex_a75,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_pld_cortex_a75,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__aarch32_neon_ld64);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__aarch32_neon_cortex_a7);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__aarch32_neon_cortex_a53);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__aarch32_neon_cortex_a55);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__aarch32_neon_cortex_a75);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__aarch32_neon_pld_cortex_a75);
|
|
#endif // XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY
|
|
|
|
|
|
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
static void f32_gemm_4x8__neon_lane_ld64(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__neon_lane_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__neon_lane_ld64,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
static void f32_gemm_4x8__neon_lane_ld128(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__neon_lane_ld128,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__neon_lane_ld128,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
static void f32_gemm_6x8__neon_lane_ld64(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8__neon_lane_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_6x8__neon_lane_ld64,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
6 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
static void f32_gemm_6x8__neon_lane_ld128(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8__neon_lane_ld128,
|
|
xnn_f32_igemm_minmax_ukernel_6x8__neon_lane_ld128,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
6 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
static void f32_gemm_4x8__neon_dup_ld64(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__neon_dup_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__neon_dup_ld64,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neon_dup_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neon_dup_ld64,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
static void f32_gemm_4x8__neon_dup_ld128(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__neon_dup_ld128,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__neon_dup_ld128,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neon_dup_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neon_dup_ld64,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
static void f32_gemm_6x8__neon_dup_ld64(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8__neon_dup_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_6x8__neon_dup_ld64,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neon_dup_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neon_dup_ld64,
|
|
6 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
static void f32_gemm_6x8__neon_dup_ld128(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8__neon_dup_ld128,
|
|
xnn_f32_igemm_minmax_ukernel_6x8__neon_dup_ld128,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neon_dup_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neon_dup_ld64,
|
|
6 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
static void f32_gemm_4x8__neonfma_dup_ld64(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__neonfma_dup_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__neonfma_dup_ld64,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neonfma_dup_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neonfma_dup_ld64,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEONFMA);
|
|
}
|
|
|
|
static void f32_gemm_4x8__neonfma_dup_ld128(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__neonfma_dup_ld128,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__neonfma_dup_ld128,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neonfma_dup_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neonfma_dup_ld64,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEONFMA);
|
|
}
|
|
|
|
static void f32_gemm_6x8__neonfma_dup_ld64(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8__neonfma_dup_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_6x8__neonfma_dup_ld64,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neonfma_dup_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neonfma_dup_ld64,
|
|
6 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEONFMA);
|
|
}
|
|
|
|
static void f32_gemm_6x8__neonfma_dup_ld128(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8__neonfma_dup_ld128,
|
|
xnn_f32_igemm_minmax_ukernel_6x8__neonfma_dup_ld128,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__neonfma_dup_ld64,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__neonfma_dup_ld64,
|
|
6 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckNEONFMA);
|
|
}
|
|
|
|
static void f32_gemm_4x8s4__neon(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8s4__neon,
|
|
xnn_f32_igemm_minmax_ukernel_4x8s4__neon,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__neon,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__neon,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
static void f32_gemm_4x8s4__neonfma(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8s4__neonfma,
|
|
xnn_f32_igemm_minmax_ukernel_4x8s4__neonfma,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__neonfma,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__neonfma,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */,
|
|
benchmark::utils::CheckNEONFMA);
|
|
}
|
|
|
|
static void f32_gemm_6x8s4__neon(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8s4__neon,
|
|
xnn_f32_igemm_minmax_ukernel_6x8s4__neon,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__neon,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__neon,
|
|
6 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
static void f32_gemm_6x8s4__neonfma(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8s4__neonfma,
|
|
xnn_f32_igemm_minmax_ukernel_6x8s4__neonfma,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__neonfma,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__neonfma,
|
|
6 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */,
|
|
benchmark::utils::CheckNEONFMA);
|
|
}
|
|
|
|
static void f32_gemm_8x8s4__neon(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_8x8s4__neon,
|
|
xnn_f32_igemm_minmax_ukernel_8x8s4__neon,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__neon,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__neon,
|
|
8 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
static void f32_gemm_8x8s4__neonfma(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_8x8s4__neonfma,
|
|
xnn_f32_igemm_minmax_ukernel_8x8s4__neonfma,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__neonfma,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__neonfma,
|
|
8 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */,
|
|
benchmark::utils::CheckNEONFMA);
|
|
}
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__neon_lane_ld64);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__neon_lane_ld128);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8__neon_lane_ld64);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8__neon_lane_ld128);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__neon_dup_ld64);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__neon_dup_ld128);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8__neon_dup_ld64);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8__neon_dup_ld128);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__neonfma_dup_ld64);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__neonfma_dup_ld128);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8__neonfma_dup_ld64);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8__neonfma_dup_ld128);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8s4__neon);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8s4__neon);
|
|
BENCHMARK_FP32_END2END(f32_gemm_8x8s4__neon);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8s4__neonfma);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8s4__neonfma);
|
|
BENCHMARK_FP32_END2END(f32_gemm_8x8s4__neonfma);
|
|
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
|
|
#if XNN_ARCH_X86 || XNN_ARCH_X86_64
|
|
static void f32_gemm_3x8__sse_load1(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_3x8__sse_load1,
|
|
xnn_f32_igemm_minmax_ukernel_3x8__sse_load1,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__sse_load1,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__sse_load1,
|
|
3 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_4x8__sse_load1(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__sse_load1,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__sse_load1,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__sse_load1,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__sse_load1,
|
|
4 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_5x8__sse_load1(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x8__sse_load1,
|
|
xnn_f32_igemm_minmax_ukernel_5x8__sse_load1,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__sse_load1,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__sse_load1,
|
|
5 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_3x8__sse_dup(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_3x8__sse_dup,
|
|
xnn_f32_igemm_minmax_ukernel_3x8__sse_dup,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__sse_dup,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__sse_dup,
|
|
3 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_4x8__sse_dup(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__sse_dup,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__sse_dup,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__sse_dup,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__sse_dup,
|
|
4 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_5x8__sse_dup(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x8__sse_dup,
|
|
xnn_f32_igemm_minmax_ukernel_5x8__sse_dup,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__sse_dup,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__sse_dup,
|
|
5 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_3x8s4__sse(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_3x8s4__sse,
|
|
xnn_f32_igemm_minmax_ukernel_3x8s4__sse,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__sse,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__sse,
|
|
3 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */);
|
|
}
|
|
|
|
static void f32_gemm_4x8s4__sse(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8s4__sse,
|
|
xnn_f32_igemm_minmax_ukernel_4x8s4__sse,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__sse,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__sse,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */);
|
|
}
|
|
|
|
static void f32_gemm_5x8s4__sse(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x8s4__sse,
|
|
xnn_f32_igemm_minmax_ukernel_5x8s4__sse,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__sse,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__sse,
|
|
5 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */);
|
|
}
|
|
|
|
static void f32_gemm_3x8__sse2_dup(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_3x8__sse2_dup,
|
|
xnn_f32_igemm_minmax_ukernel_3x8__sse2_dup,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__sse2_dup,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__sse2_dup,
|
|
3 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_4x8__sse2_dup(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__sse2_dup,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__sse2_dup,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__sse2_dup,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__sse2_dup,
|
|
4 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_5x8__sse2_dup(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x8__sse2_dup,
|
|
xnn_f32_igemm_minmax_ukernel_5x8__sse2_dup,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__sse2_dup,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__sse2_dup,
|
|
5 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_4x8__avx_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__avx_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__avx_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__avx_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__avx_broadcast,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
static void f32_gemm_5x8__avx_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x8__avx_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_5x8__avx_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__avx_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__avx_broadcast,
|
|
5 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
static void f32_gemm_6x8__avx_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8__avx_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_6x8__avx_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__avx_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__avx_broadcast,
|
|
6 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
static void f32_gemm_7x8__avx_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_7x8__avx_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_7x8__avx_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__avx_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__avx_broadcast,
|
|
7 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
static void f32_gemm_3x16__avx_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_3x16__avx_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_3x16__avx_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x16__avx_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x16__avx_broadcast,
|
|
3 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
static void f32_gemm_4x16__avx_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x16__avx_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_4x16__avx_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x16__avx_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x16__avx_broadcast,
|
|
4 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
static void f32_gemm_5x16__avx_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x16__avx_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_5x16__avx_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x16__avx_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x16__avx_broadcast,
|
|
5 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
|
|
static void f32_gemm_4x8__fma3_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__fma3_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__fma3_broadcast,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
|
|
static void f32_gemm_5x8__fma3_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x8__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_5x8__fma3_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__fma3_broadcast,
|
|
5 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
|
|
static void f32_gemm_6x8__fma3_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_6x8__fma3_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__fma3_broadcast,
|
|
6 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
|
|
static void f32_gemm_7x8__fma3_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_7x8__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_7x8__fma3_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__fma3_broadcast,
|
|
7 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
|
|
static void f32_gemm_8x8__fma3_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_8x8__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_8x8__fma3_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__fma3_broadcast,
|
|
8 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
|
|
static void f32_gemm_3x16__fma3_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_3x16__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_3x16__fma3_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x16__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x16__fma3_broadcast,
|
|
3 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
|
|
static void f32_gemm_4x16__fma3_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x16__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_4x16__fma3_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x16__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x16__fma3_broadcast,
|
|
4 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
|
|
static void f32_gemm_5x16__fma3_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x16__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_5x16__fma3_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x16__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x16__fma3_broadcast,
|
|
5 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
|
|
static void f32_gemm_3x16s4__fma3_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_3x16s4__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_3x16s4__fma3_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x16s4__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x16s4__fma3_broadcast,
|
|
3 /* mr */, 16 /* nr */, 0 /* log2_kr */, 2 /* log2_sr */,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
|
|
static void f32_gemm_4x16s4__fma3_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x16s4__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_4x16s4__fma3_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x16s4__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x16s4__fma3_broadcast,
|
|
4 /* mr */, 16 /* nr */, 0 /* log2_kr */, 2 /* log2_sr */,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
|
|
static void f32_gemm_5x16s4__fma3_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x16s4__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_5x16s4__fma3_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x16s4__fma3_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x16s4__fma3_broadcast,
|
|
5 /* mr */, 16 /* nr */, 0 /* log2_kr */, 2 /* log2_sr */,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
|
|
static void f32_gemm_4x16__avx512f_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x16__avx512f_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_4x16__avx512f_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x16__avx512f_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x16__avx512f_broadcast,
|
|
4 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckAVX512F);
|
|
}
|
|
|
|
static void f32_gemm_5x16__avx512f_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x16__avx512f_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_5x16__avx512f_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x16__avx512f_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x16__avx512f_broadcast,
|
|
5 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckAVX512F);
|
|
}
|
|
|
|
static void f32_gemm_6x16__avx512f_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x16__avx512f_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_6x16__avx512f_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x16__avx512f_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x16__avx512f_broadcast,
|
|
6 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckAVX512F);
|
|
}
|
|
|
|
static void f32_gemm_7x16__avx512f_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_7x16__avx512f_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_7x16__avx512f_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x16__avx512f_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x16__avx512f_broadcast,
|
|
7 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckAVX512F);
|
|
}
|
|
|
|
static void f32_gemm_8x16__avx512f_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_8x16__avx512f_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_8x16__avx512f_broadcast,
|
|
xnn_f32_gemm_minmax_ukernel_1x16__avx512f_broadcast,
|
|
xnn_f32_igemm_minmax_ukernel_1x16__avx512f_broadcast,
|
|
8 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */,
|
|
benchmark::utils::CheckAVX512F);
|
|
}
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x16__avx512f_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x16__avx512f_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x16__avx512f_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_7x16__avx512f_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_8x16__avx512f_broadcast);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_3x16s4__fma3_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x16s4__fma3_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x16s4__fma3_broadcast);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__fma3_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x8__fma3_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8__fma3_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_7x8__fma3_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_8x8__fma3_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_3x16__fma3_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x16__fma3_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x16__fma3_broadcast);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__avx_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x8__avx_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8__avx_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_7x8__avx_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_3x16__avx_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x16__avx_broadcast);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x16__avx_broadcast);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_3x8__sse2_dup);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__sse2_dup);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x8__sse2_dup);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_3x8__sse_load1);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__sse_load1);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x8__sse_load1);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_3x8__sse_dup);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__sse_dup);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x8__sse_dup);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_3x8s4__sse);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8s4__sse);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x8s4__sse);
|
|
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
|
|
|
|
#if XNN_ARCH_WASMSIMD
|
|
static void f32_gemm_3x8__wasmsimd_arm_loadsplat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_3x8__wasmsimd_arm_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_3x8__wasmsimd_arm_loadsplat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_arm_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_arm_loadsplat,
|
|
3 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_4x8__wasmsimd_arm_loadsplat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__wasmsimd_arm_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__wasmsimd_arm_loadsplat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_arm_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_arm_loadsplat,
|
|
4 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_5x8__wasmsimd_arm_loadsplat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x8__wasmsimd_arm_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_5x8__wasmsimd_arm_loadsplat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_arm_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_arm_loadsplat,
|
|
5 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_6x8__wasmsimd_arm_loadsplat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_arm_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_6x8__wasmsimd_arm_loadsplat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_arm_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_arm_loadsplat,
|
|
6 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_3x8__wasmsimd_x86_loadsplat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_3x8__wasmsimd_x86_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_3x8__wasmsimd_x86_loadsplat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_x86_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_x86_loadsplat,
|
|
3 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_4x8__wasmsimd_x86_loadsplat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__wasmsimd_x86_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__wasmsimd_x86_loadsplat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_x86_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_x86_loadsplat,
|
|
4 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_5x8__wasmsimd_x86_loadsplat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x8__wasmsimd_x86_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_5x8__wasmsimd_x86_loadsplat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_x86_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_x86_loadsplat,
|
|
5 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_6x8__wasmsimd_x86_loadsplat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_x86_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_6x8__wasmsimd_x86_loadsplat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_x86_loadsplat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_x86_loadsplat,
|
|
6 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_3x8__wasmsimd_arm_splat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_3x8__wasmsimd_arm_splat,
|
|
xnn_f32_igemm_minmax_ukernel_3x8__wasmsimd_arm_splat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_arm_splat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_arm_splat,
|
|
3 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_4x8__wasmsimd_arm_splat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__wasmsimd_arm_splat,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__wasmsimd_arm_splat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_arm_splat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_arm_splat,
|
|
4 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_5x8__wasmsimd_arm_splat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x8__wasmsimd_arm_splat,
|
|
xnn_f32_igemm_minmax_ukernel_5x8__wasmsimd_arm_splat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_arm_splat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_arm_splat,
|
|
5 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_6x8__wasmsimd_arm_splat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_arm_splat,
|
|
xnn_f32_igemm_minmax_ukernel_6x8__wasmsimd_arm_splat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_arm_splat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_arm_splat,
|
|
6 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_3x8__wasmsimd_x86_splat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_3x8__wasmsimd_x86_splat,
|
|
xnn_f32_igemm_minmax_ukernel_3x8__wasmsimd_x86_splat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_x86_splat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_x86_splat,
|
|
3 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_4x8__wasmsimd_x86_splat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8__wasmsimd_x86_splat,
|
|
xnn_f32_igemm_minmax_ukernel_4x8__wasmsimd_x86_splat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_x86_splat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_x86_splat,
|
|
4 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_5x8__wasmsimd_x86_splat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x8__wasmsimd_x86_splat,
|
|
xnn_f32_igemm_minmax_ukernel_5x8__wasmsimd_x86_splat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_x86_splat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_x86_splat,
|
|
5 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_6x8__wasmsimd_x86_splat(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_x86_splat,
|
|
xnn_f32_igemm_minmax_ukernel_6x8__wasmsimd_x86_splat,
|
|
xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_x86_splat,
|
|
xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_x86_splat,
|
|
6 /* mr */, 8 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_3x8s4__wasmsimd_arm(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_3x8s4__wasmsimd_arm,
|
|
xnn_f32_igemm_minmax_ukernel_3x8s4__wasmsimd_arm,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__wasmsimd_arm,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__wasmsimd_arm,
|
|
3 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */);
|
|
}
|
|
|
|
static void f32_gemm_4x8s4__wasmsimd_arm(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8s4__wasmsimd_arm,
|
|
xnn_f32_igemm_minmax_ukernel_4x8s4__wasmsimd_arm,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__wasmsimd_arm,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__wasmsimd_arm,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */);
|
|
}
|
|
|
|
static void f32_gemm_5x8s4__wasmsimd_arm(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x8s4__wasmsimd_arm,
|
|
xnn_f32_igemm_minmax_ukernel_5x8s4__wasmsimd_arm,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__wasmsimd_arm,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__wasmsimd_arm,
|
|
5 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */);
|
|
}
|
|
|
|
static void f32_gemm_6x8s4__wasmsimd_arm(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8s4__wasmsimd_arm,
|
|
xnn_f32_igemm_minmax_ukernel_6x8s4__wasmsimd_arm,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__wasmsimd_arm,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__wasmsimd_arm,
|
|
6 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */);
|
|
}
|
|
|
|
static void f32_gemm_3x8s4__wasmsimd_x86(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_3x8s4__wasmsimd_x86,
|
|
xnn_f32_igemm_minmax_ukernel_3x8s4__wasmsimd_x86,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__wasmsimd_x86,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__wasmsimd_x86,
|
|
3 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */);
|
|
}
|
|
|
|
static void f32_gemm_4x8s4__wasmsimd_x86(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x8s4__wasmsimd_x86,
|
|
xnn_f32_igemm_minmax_ukernel_4x8s4__wasmsimd_x86,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__wasmsimd_x86,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__wasmsimd_x86,
|
|
4 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */);
|
|
}
|
|
|
|
static void f32_gemm_5x8s4__wasmsimd_x86(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_5x8s4__wasmsimd_x86,
|
|
xnn_f32_igemm_minmax_ukernel_5x8s4__wasmsimd_x86,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__wasmsimd_x86,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__wasmsimd_x86,
|
|
5 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */);
|
|
}
|
|
|
|
static void f32_gemm_6x8s4__wasmsimd_x86(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_6x8s4__wasmsimd_x86,
|
|
xnn_f32_igemm_minmax_ukernel_6x8s4__wasmsimd_x86,
|
|
xnn_f32_gemm_minmax_ukernel_1x8s4__wasmsimd_x86,
|
|
xnn_f32_igemm_minmax_ukernel_1x8s4__wasmsimd_x86,
|
|
6 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */);
|
|
}
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_3x8__wasmsimd_arm_loadsplat);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__wasmsimd_arm_loadsplat);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x8__wasmsimd_arm_loadsplat);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8__wasmsimd_arm_loadsplat);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_3x8__wasmsimd_x86_loadsplat);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__wasmsimd_x86_loadsplat);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x8__wasmsimd_x86_loadsplat);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8__wasmsimd_x86_loadsplat);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_3x8__wasmsimd_arm_splat);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__wasmsimd_arm_splat);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x8__wasmsimd_arm_splat);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8__wasmsimd_arm_splat);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_3x8__wasmsimd_x86_splat);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8__wasmsimd_x86_splat);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x8__wasmsimd_x86_splat);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8__wasmsimd_x86_splat);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_3x8s4__wasmsimd_arm);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8s4__wasmsimd_arm);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x8s4__wasmsimd_arm);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8s4__wasmsimd_arm);
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_3x8s4__wasmsimd_x86);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x8s4__wasmsimd_x86);
|
|
BENCHMARK_FP32_END2END(f32_gemm_5x8s4__wasmsimd_x86);
|
|
BENCHMARK_FP32_END2END(f32_gemm_6x8s4__wasmsimd_x86);
|
|
#endif // XNN_ARCH_WASMSIMD
|
|
|
|
#if XNN_ARCH_WASM
|
|
static void f32_gemm_2x4__wasm(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_2x4__wasm,
|
|
xnn_f32_igemm_minmax_ukernel_2x4__wasm,
|
|
xnn_f32_gemm_minmax_ukernel_1x4__wasm,
|
|
xnn_f32_igemm_minmax_ukernel_1x4__wasm,
|
|
2 /* mr */, 4 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_4x4__wasm(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x4__wasm,
|
|
xnn_f32_igemm_minmax_ukernel_4x4__wasm,
|
|
xnn_f32_gemm_minmax_ukernel_1x4__wasm,
|
|
xnn_f32_igemm_minmax_ukernel_1x4__wasm,
|
|
4 /* mr */, 4 /* nr */);
|
|
}
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_2x4__wasm);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x4__wasm);
|
|
#endif // XNN_ARCH_WASM
|
|
|
|
static void f32_gemm_2x4__scalar(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_2x4__scalar,
|
|
xnn_f32_igemm_minmax_ukernel_2x4__scalar,
|
|
xnn_f32_gemm_minmax_ukernel_1x4__scalar,
|
|
xnn_f32_igemm_minmax_ukernel_1x4__scalar,
|
|
2 /* mr */, 4 /* nr */);
|
|
}
|
|
|
|
static void f32_gemm_4x4__scalar(benchmark::State& state, models::ExecutionPlanFactory model) {
|
|
GEMMEnd2EndBenchmark(state, model,
|
|
xnn_f32_gemm_minmax_ukernel_4x4__scalar,
|
|
xnn_f32_igemm_minmax_ukernel_4x4__scalar,
|
|
xnn_f32_gemm_minmax_ukernel_1x4__scalar,
|
|
xnn_f32_igemm_minmax_ukernel_1x4__scalar,
|
|
4 /* mr */, 4 /* nr */);
|
|
}
|
|
|
|
BENCHMARK_FP32_END2END(f32_gemm_2x4__scalar);
|
|
BENCHMARK_FP32_END2END(f32_gemm_4x4__scalar);
|
|
|
|
#ifndef XNNPACK_BENCHMARK_NO_MAIN
|
|
BENCHMARK_MAIN();
|
|
#endif
|