| // Copyright 2019 Google LLC |
| // |
| // This source code is licensed under the BSD-style license found in the |
| // LICENSE file in the root directory of this source tree. |
| |
| #include <algorithm> |
| #include <cmath> |
| #include <functional> |
| #include <random> |
| #include <vector> |
| |
| #include <xnnpack.h> |
| |
| #include <benchmark/benchmark.h> |
| |
| #include "bench/end2end.h" |
| #include "bench/utils.h" |
| #include "models/models.h" |
| #include <xnnpack/gemm.h> |
| #include <xnnpack/igemm.h> |
| #include <xnnpack/params.h> |
| |
| |
| static void GEMMEnd2EndBenchmark( |
| benchmark::State& state, |
| models::ExecutionPlanFactory model_factory, |
| xnn_f32_gemm_ukernel_function gemm, |
| xnn_f32_igemm_ukernel_function igemm, |
| xnn_f32_gemm_ukernel_function gemm1, |
| xnn_f32_igemm_ukernel_function igemm1, |
| uint8_t mr, uint8_t nr, uint8_t log2_kr = 0, uint8_t log2_sr = 0, |
| benchmark::utils::IsaCheckFunction isa_check = nullptr) |
| { |
| if (isa_check && !isa_check(state)) { |
| return; |
| } |
| if (xnn_initialize(nullptr /* allocator */) != xnn_status_success) { |
| state.SkipWithError("failed to initialize XNNPACK"); |
| return; |
| } |
| |
| // Override microkernels chosen in xnn_initialize |
| xnn_params.f32.gemm = (struct gemm_parameters) { |
| .gemm = xnn_gemm_ukernel_function(gemm), |
| .igemm = xnn_igemm_ukernel_function(igemm), |
| .gemm1 = xnn_gemm_ukernel_function(gemm1), |
| .igemm1 = xnn_igemm_ukernel_function(igemm1), |
| .mr = mr, |
| .nr = nr, |
| .log2_kr = log2_kr, |
| .log2_sr = log2_sr, |
| }; |
| |
| auto execution_plan = model_factory(nullptr); |
| if (execution_plan.empty()) { |
| state.SkipWithError("failed to create a model"); |
| return; |
| } |
| |
| for (auto _ : state) { |
| for (const std::unique_ptr<xnn_operator, decltype(&xnn_delete_operator)>& op : execution_plan) { |
| xnn_status status = xnn_run_operator(op.get(), nullptr); |
| if (status != xnn_status_success) { |
| state.SkipWithError("failed to run a model"); |
| return; |
| } |
| } |
| } |
| state.counters["Freq"] = benchmark::utils::GetCurrentCpuFrequency(); |
| } |
| |
| #if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
| static void f32_gemm_4x12__aarch64_neonfma_cortex_a53(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x12__aarch64_neonfma_cortex_a53, |
| xnn_f32_igemm_ukernel_4x12__aarch64_neonfma_cortex_a53, |
| xnn_f32_gemm_ukernel_1x12__aarch64_neonfma_cortex_a53, |
| xnn_f32_igemm_ukernel_1x12__aarch64_neonfma_cortex_a53, |
| 4 /* mr */, 12 /* nr */); |
| } |
| |
| static void f32_gemm_4x8__aarch64_neonfma_cortex_a53(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8__aarch64_neonfma_cortex_a53, |
| xnn_f32_igemm_ukernel_4x8__aarch64_neonfma_cortex_a53, |
| xnn_f32_gemm_ukernel_1x8__aarch64_neonfma_cortex_a53, |
| xnn_f32_igemm_ukernel_1x8__aarch64_neonfma_cortex_a53, |
| 4 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_4x8__aarch64_neonfma_cortex_a57(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8__aarch64_neonfma_cortex_a57, |
| xnn_f32_igemm_ukernel_4x8__aarch64_neonfma_cortex_a57, |
| xnn_f32_gemm_ukernel_1x8__aarch64_neonfma_cortex_a57, |
| xnn_f32_igemm_ukernel_1x8__aarch64_neonfma_cortex_a57, |
| 4 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_4x8__aarch64_neonfma_cortex_a75(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8__aarch64_neonfma_cortex_a75, |
| xnn_f32_igemm_ukernel_4x8__aarch64_neonfma_cortex_a75, |
| xnn_f32_gemm_ukernel_1x8__aarch64_neonfma_cortex_a75, |
| xnn_f32_igemm_ukernel_1x8__aarch64_neonfma_cortex_a75, |
| 4 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_4x8__aarch64_neonfma_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8__aarch64_neonfma_ld64, |
| xnn_f32_igemm_ukernel_4x8__neonfma_lane_ld64, |
| xnn_f32_gemm_ukernel_1x8__neonfma_lane_ld64, |
| xnn_f32_igemm_ukernel_1x8__neonfma_lane_ld64, |
| 4 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_4x8__aarch64_neonfma_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8__aarch64_neonfma_ld128, |
| xnn_f32_igemm_ukernel_4x8__neonfma_lane_ld128, |
| xnn_f32_gemm_ukernel_1x8__neonfma_lane_ld64, |
| xnn_f32_igemm_ukernel_1x8__neonfma_lane_ld64, |
| 4 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_5x8__aarch64_neonfma_cortex_a57(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_5x8__aarch64_neonfma_cortex_a57, |
| xnn_f32_igemm_ukernel_5x8__aarch64_neonfma_cortex_a57, |
| xnn_f32_gemm_ukernel_1x8__aarch64_neonfma_cortex_a57, |
| xnn_f32_igemm_ukernel_1x8__aarch64_neonfma_cortex_a57, |
| 5 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_5x8__aarch64_neonfma_cortex_a75(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_5x8__aarch64_neonfma_cortex_a75, |
| xnn_f32_igemm_ukernel_5x8__aarch64_neonfma_cortex_a75, |
| xnn_f32_gemm_ukernel_1x8__aarch64_neonfma_cortex_a75, |
| xnn_f32_igemm_ukernel_1x8__aarch64_neonfma_cortex_a75, |
| 5 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_6x8__aarch64_neonfma_cortex_a53(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_6x8__aarch64_neonfma_cortex_a53, |
| xnn_f32_igemm_ukernel_6x8__aarch64_neonfma_cortex_a53, |
| xnn_f32_gemm_ukernel_1x8__aarch64_neonfma_cortex_a53, |
| xnn_f32_igemm_ukernel_1x8__aarch64_neonfma_cortex_a53, |
| 6 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_6x8__aarch64_neonfma_cortex_a73(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_6x8__aarch64_neonfma_cortex_a73, |
| xnn_f32_igemm_ukernel_6x8__aarch64_neonfma_cortex_a73, |
| xnn_f32_gemm_ukernel_1x8__aarch64_neonfma_cortex_a75, |
| xnn_f32_igemm_ukernel_1x8__aarch64_neonfma_cortex_a75, |
| 6 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_6x8__aarch64_neonfma_cortex_a57(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_6x8__aarch64_neonfma_cortex_a57, |
| xnn_f32_igemm_ukernel_6x8__aarch64_neonfma_cortex_a57, |
| xnn_f32_gemm_ukernel_1x8__aarch64_neonfma_cortex_a57, |
| xnn_f32_igemm_ukernel_1x8__aarch64_neonfma_cortex_a57, |
| 6 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_6x8__aarch64_neonfma_cortex_a75(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_6x8__aarch64_neonfma_cortex_a75, |
| xnn_f32_igemm_ukernel_6x8__aarch64_neonfma_cortex_a75, |
| xnn_f32_gemm_ukernel_1x8__aarch64_neonfma_cortex_a75, |
| xnn_f32_igemm_ukernel_1x8__aarch64_neonfma_cortex_a75, |
| 6 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_6x8__aarch64_neonfma_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_6x8__aarch64_neonfma_ld64, |
| xnn_f32_igemm_ukernel_6x8__neonfma_lane_ld64, |
| xnn_f32_gemm_ukernel_1x8__neonfma_lane_ld64, |
| xnn_f32_igemm_ukernel_1x8__neonfma_lane_ld64, |
| 6 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_6x8__aarch64_neonfma_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_6x8__aarch64_neonfma_ld128, |
| xnn_f32_igemm_ukernel_6x8__neonfma_lane_ld64, |
| xnn_f32_gemm_ukernel_1x8__neonfma_lane_ld64, |
| xnn_f32_igemm_ukernel_1x8__neonfma_lane_ld64, |
| 6 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_4x8__neonfma_lane_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8__neonfma_lane_ld64, |
| xnn_f32_igemm_ukernel_4x8__neonfma_lane_ld64, |
| xnn_f32_gemm_ukernel_1x8__neonfma_lane_ld64, |
| xnn_f32_igemm_ukernel_1x8__neonfma_lane_ld64, |
| 4 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_4x8__neonfma_lane_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8__neonfma_lane_ld128, |
| xnn_f32_igemm_ukernel_4x8__neonfma_lane_ld128, |
| xnn_f32_gemm_ukernel_1x8__neonfma_lane_ld64, |
| xnn_f32_igemm_ukernel_1x8__neonfma_lane_ld64, |
| 4 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_6x8__neonfma_lane_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_6x8__neonfma_lane_ld64, |
| xnn_f32_igemm_ukernel_6x8__neonfma_lane_ld64, |
| xnn_f32_gemm_ukernel_1x8__neonfma_lane_ld64, |
| xnn_f32_igemm_ukernel_1x8__neonfma_lane_ld64, |
| 6 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_6x8__neonfma_lane_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_6x8__neonfma_lane_ld128, |
| xnn_f32_igemm_ukernel_6x8__neonfma_lane_ld128, |
| xnn_f32_gemm_ukernel_1x8__neonfma_lane_ld64, |
| xnn_f32_igemm_ukernel_1x8__neonfma_lane_ld64, |
| 6 /* mr */, 8 /* nr */); |
| } |
| |
| BENCHMARK_END2END(f32_gemm_4x8__aarch64_neonfma_ld64) |
| BENCHMARK_END2END(f32_gemm_4x8__aarch64_neonfma_ld128); |
| BENCHMARK_END2END(f32_gemm_6x8__aarch64_neonfma_ld64); |
| BENCHMARK_END2END(f32_gemm_6x8__aarch64_neonfma_ld128); |
| BENCHMARK_END2END(f32_gemm_4x8__aarch64_neonfma_cortex_a53) |
| BENCHMARK_END2END(f32_gemm_4x8__aarch64_neonfma_cortex_a57) |
| BENCHMARK_END2END(f32_gemm_4x8__aarch64_neonfma_cortex_a75) |
| BENCHMARK_END2END(f32_gemm_5x8__aarch64_neonfma_cortex_a57); |
| BENCHMARK_END2END(f32_gemm_5x8__aarch64_neonfma_cortex_a75); |
| BENCHMARK_END2END(f32_gemm_6x8__aarch64_neonfma_cortex_a53); |
| BENCHMARK_END2END(f32_gemm_6x8__aarch64_neonfma_cortex_a73); |
| BENCHMARK_END2END(f32_gemm_6x8__aarch64_neonfma_cortex_a57); |
| BENCHMARK_END2END(f32_gemm_6x8__aarch64_neonfma_cortex_a75); |
| BENCHMARK_END2END(f32_gemm_4x12__aarch64_neonfma_cortex_a53) |
| |
| BENCHMARK_END2END(f32_gemm_4x8__neonfma_lane_ld64); |
| BENCHMARK_END2END(f32_gemm_4x8__neonfma_lane_ld128); |
| |
| BENCHMARK_END2END(f32_gemm_6x8__neonfma_lane_ld64); |
| BENCHMARK_END2END(f32_gemm_6x8__neonfma_lane_ld128); |
| #endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY |
| |
| #if XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY |
| static void f32_gemm_4x8__aarch32_neon_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8__aarch32_neon_ld64, |
| xnn_f32_igemm_ukernel_4x8__aarch32_neon_ld64, |
| xnn_f32_gemm_ukernel_1x8__neon_lane_ld64, |
| xnn_f32_igemm_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_ukernel_4x8__aarch32_neon_cortex_a53, |
| xnn_f32_igemm_ukernel_4x8__neon_lane_ld64, |
| xnn_f32_gemm_ukernel_1x8__neon_lane_ld64, |
| xnn_f32_igemm_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_ukernel_4x8__aarch32_neon_cortex_a75, |
| xnn_f32_igemm_ukernel_4x8__aarch32_neon_cortex_a75, |
| xnn_f32_gemm_ukernel_1x8__neon_lane_ld64, |
| xnn_f32_igemm_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_ukernel_4x8__aarch32_neon_pld_cortex_a75, |
| xnn_f32_igemm_ukernel_4x8__aarch32_neon_pld_cortex_a75, |
| xnn_f32_gemm_ukernel_1x8__neon_lane_ld64, |
| xnn_f32_igemm_ukernel_1x8__neon_lane_ld64, |
| 4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, |
| benchmark::utils::CheckNEON); |
| } |
| |
| BENCHMARK_END2END(f32_gemm_4x8__aarch32_neon_ld64); |
| BENCHMARK_END2END(f32_gemm_4x8__aarch32_neon_cortex_a53); |
| BENCHMARK_END2END(f32_gemm_4x8__aarch32_neon_cortex_a75); |
| BENCHMARK_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_ukernel_4x8__neon_lane_ld64, |
| xnn_f32_igemm_ukernel_4x8__neon_lane_ld64, |
| xnn_f32_gemm_ukernel_1x8__neon_lane_ld64, |
| xnn_f32_igemm_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_ukernel_4x8__neon_lane_ld128, |
| xnn_f32_igemm_ukernel_4x8__neon_lane_ld128, |
| xnn_f32_gemm_ukernel_1x8__neon_lane_ld64, |
| xnn_f32_igemm_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_ukernel_6x8__neon_lane_ld64, |
| xnn_f32_igemm_ukernel_6x8__neon_lane_ld64, |
| xnn_f32_gemm_ukernel_1x8__neon_lane_ld64, |
| xnn_f32_igemm_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_ukernel_6x8__neon_lane_ld128, |
| xnn_f32_igemm_ukernel_6x8__neon_lane_ld128, |
| xnn_f32_gemm_ukernel_1x8__neon_lane_ld64, |
| xnn_f32_igemm_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_ukernel_4x8__neon_dup_ld64, |
| xnn_f32_igemm_ukernel_4x8__neon_dup_ld64, |
| xnn_f32_gemm_ukernel_1x8__neon_dup_ld64, |
| xnn_f32_igemm_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_ukernel_4x8__neon_dup_ld128, |
| xnn_f32_igemm_ukernel_4x8__neon_dup_ld128, |
| xnn_f32_gemm_ukernel_1x8__neon_dup_ld64, |
| xnn_f32_igemm_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_ukernel_6x8__neon_dup_ld64, |
| xnn_f32_igemm_ukernel_6x8__neon_dup_ld64, |
| xnn_f32_gemm_ukernel_1x8__neon_dup_ld64, |
| xnn_f32_igemm_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_ukernel_6x8__neon_dup_ld128, |
| xnn_f32_igemm_ukernel_6x8__neon_dup_ld128, |
| xnn_f32_gemm_ukernel_1x8__neon_dup_ld64, |
| xnn_f32_igemm_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_ukernel_4x8__neonfma_dup_ld64, |
| xnn_f32_igemm_ukernel_4x8__neonfma_dup_ld64, |
| xnn_f32_gemm_ukernel_1x8__neonfma_dup_ld64, |
| xnn_f32_igemm_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_ukernel_4x8__neonfma_dup_ld128, |
| xnn_f32_igemm_ukernel_4x8__neonfma_dup_ld128, |
| xnn_f32_gemm_ukernel_1x8__neonfma_dup_ld64, |
| xnn_f32_igemm_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_ukernel_6x8__neonfma_dup_ld64, |
| xnn_f32_igemm_ukernel_6x8__neonfma_dup_ld64, |
| xnn_f32_gemm_ukernel_1x8__neonfma_dup_ld64, |
| xnn_f32_igemm_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_ukernel_6x8__neonfma_dup_ld128, |
| xnn_f32_igemm_ukernel_6x8__neonfma_dup_ld128, |
| xnn_f32_gemm_ukernel_1x8__neonfma_dup_ld64, |
| xnn_f32_igemm_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_ukernel_4x8s4__neon, |
| xnn_f32_igemm_ukernel_4x8s4__neon, |
| xnn_f32_gemm_ukernel_1x8s4__neon, |
| xnn_f32_igemm_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_ukernel_4x8s4__neonfma, |
| xnn_f32_igemm_ukernel_4x8s4__neonfma, |
| xnn_f32_gemm_ukernel_1x8s4__neonfma, |
| xnn_f32_igemm_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_ukernel_6x8s4__neon, |
| xnn_f32_igemm_ukernel_6x8s4__neon, |
| xnn_f32_gemm_ukernel_1x8s4__neon, |
| xnn_f32_igemm_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_ukernel_6x8s4__neonfma, |
| xnn_f32_igemm_ukernel_6x8s4__neonfma, |
| xnn_f32_gemm_ukernel_1x8s4__neonfma, |
| xnn_f32_igemm_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_ukernel_8x8s4__neon, |
| xnn_f32_igemm_ukernel_8x8s4__neon, |
| xnn_f32_gemm_ukernel_1x8s4__neon, |
| xnn_f32_igemm_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_ukernel_8x8s4__neonfma, |
| xnn_f32_igemm_ukernel_8x8s4__neonfma, |
| xnn_f32_gemm_ukernel_1x8s4__neonfma, |
| xnn_f32_igemm_ukernel_1x8s4__neonfma, |
| 8 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */, |
| benchmark::utils::CheckNEONFMA); |
| } |
| |
| BENCHMARK_END2END(f32_gemm_4x8__neon_lane_ld64); |
| BENCHMARK_END2END(f32_gemm_4x8__neon_lane_ld128); |
| BENCHMARK_END2END(f32_gemm_6x8__neon_lane_ld64); |
| BENCHMARK_END2END(f32_gemm_6x8__neon_lane_ld128); |
| |
| BENCHMARK_END2END(f32_gemm_4x8__neon_dup_ld64); |
| BENCHMARK_END2END(f32_gemm_4x8__neon_dup_ld128); |
| BENCHMARK_END2END(f32_gemm_6x8__neon_dup_ld64); |
| BENCHMARK_END2END(f32_gemm_6x8__neon_dup_ld128); |
| |
| BENCHMARK_END2END(f32_gemm_4x8__neonfma_dup_ld64); |
| BENCHMARK_END2END(f32_gemm_4x8__neonfma_dup_ld128); |
| BENCHMARK_END2END(f32_gemm_6x8__neonfma_dup_ld64); |
| BENCHMARK_END2END(f32_gemm_6x8__neonfma_dup_ld128); |
| |
| BENCHMARK_END2END(f32_gemm_4x8s4__neon); |
| BENCHMARK_END2END(f32_gemm_6x8s4__neon); |
| BENCHMARK_END2END(f32_gemm_8x8s4__neon); |
| |
| BENCHMARK_END2END(f32_gemm_4x8s4__neonfma); |
| BENCHMARK_END2END(f32_gemm_6x8s4__neonfma); |
| BENCHMARK_END2END(f32_gemm_8x8s4__neonfma); |
| #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| |
| #if XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| static void f32_gemm_4x8__sse_load1(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8__sse_load1, |
| xnn_f32_igemm_ukernel_4x8__sse_load1, |
| xnn_f32_gemm_ukernel_1x8__sse_load1, |
| xnn_f32_igemm_ukernel_1x8__sse_load1, |
| 4 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_4x8__sse_dup(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8__sse_dup, |
| xnn_f32_igemm_ukernel_4x8__sse_dup, |
| xnn_f32_gemm_ukernel_1x8__sse_dup, |
| xnn_f32_igemm_ukernel_1x8__sse_dup, |
| 4 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_4x8s4__sse(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8s4__sse, |
| xnn_f32_igemm_ukernel_4x8s4__sse, |
| xnn_f32_gemm_ukernel_1x8s4__sse, |
| xnn_f32_igemm_ukernel_1x8s4__sse, |
| 4 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */); |
| } |
| |
| static void f32_gemm_4x8__avx_broadcast(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8__avx_broadcast, |
| xnn_f32_igemm_ukernel_4x8__avx_broadcast, |
| xnn_f32_gemm_ukernel_1x8__avx_broadcast, |
| xnn_f32_igemm_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_ukernel_5x8__avx_broadcast, |
| xnn_f32_igemm_ukernel_5x8__avx_broadcast, |
| xnn_f32_gemm_ukernel_1x8__avx_broadcast, |
| xnn_f32_igemm_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_ukernel_6x8__avx_broadcast, |
| xnn_f32_igemm_ukernel_6x8__avx_broadcast, |
| xnn_f32_gemm_ukernel_1x8__avx_broadcast, |
| xnn_f32_igemm_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_ukernel_7x8__avx_broadcast, |
| xnn_f32_igemm_ukernel_7x8__avx_broadcast, |
| xnn_f32_gemm_ukernel_1x8__avx_broadcast, |
| xnn_f32_igemm_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_ukernel_3x16__avx_broadcast, |
| xnn_f32_igemm_ukernel_3x16__avx_broadcast, |
| xnn_f32_gemm_ukernel_1x16__avx_broadcast, |
| xnn_f32_igemm_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_ukernel_4x16__avx_broadcast, |
| xnn_f32_igemm_ukernel_4x16__avx_broadcast, |
| xnn_f32_gemm_ukernel_1x16__avx_broadcast, |
| xnn_f32_igemm_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_ukernel_5x16__avx_broadcast, |
| xnn_f32_igemm_ukernel_5x16__avx_broadcast, |
| xnn_f32_gemm_ukernel_1x16__avx_broadcast, |
| xnn_f32_igemm_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_ukernel_4x8__fma3_broadcast, |
| xnn_f32_igemm_ukernel_4x8__fma3_broadcast, |
| xnn_f32_gemm_ukernel_1x8__fma3_broadcast, |
| xnn_f32_igemm_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_ukernel_5x8__fma3_broadcast, |
| xnn_f32_igemm_ukernel_5x8__fma3_broadcast, |
| xnn_f32_gemm_ukernel_1x8__fma3_broadcast, |
| xnn_f32_igemm_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_ukernel_6x8__fma3_broadcast, |
| xnn_f32_igemm_ukernel_6x8__fma3_broadcast, |
| xnn_f32_gemm_ukernel_1x8__fma3_broadcast, |
| xnn_f32_igemm_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_ukernel_7x8__fma3_broadcast, |
| xnn_f32_igemm_ukernel_7x8__fma3_broadcast, |
| xnn_f32_gemm_ukernel_1x8__fma3_broadcast, |
| xnn_f32_igemm_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_ukernel_8x8__fma3_broadcast, |
| xnn_f32_igemm_ukernel_8x8__fma3_broadcast, |
| xnn_f32_gemm_ukernel_1x8__fma3_broadcast, |
| xnn_f32_igemm_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_ukernel_3x16__fma3_broadcast, |
| xnn_f32_igemm_ukernel_3x16__fma3_broadcast, |
| xnn_f32_gemm_ukernel_1x16__fma3_broadcast, |
| xnn_f32_igemm_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_ukernel_4x16__fma3_broadcast, |
| xnn_f32_igemm_ukernel_4x16__fma3_broadcast, |
| xnn_f32_gemm_ukernel_1x16__fma3_broadcast, |
| xnn_f32_igemm_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_ukernel_5x16__fma3_broadcast, |
| xnn_f32_igemm_ukernel_5x16__fma3_broadcast, |
| xnn_f32_gemm_ukernel_1x16__fma3_broadcast, |
| xnn_f32_igemm_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_ukernel_3x16s4__fma3_broadcast, |
| xnn_f32_igemm_ukernel_3x16s4__fma3_broadcast, |
| xnn_f32_gemm_ukernel_1x16s4__fma3_broadcast, |
| xnn_f32_igemm_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_ukernel_4x16s4__fma3_broadcast, |
| xnn_f32_igemm_ukernel_4x16s4__fma3_broadcast, |
| xnn_f32_gemm_ukernel_1x16s4__fma3_broadcast, |
| xnn_f32_igemm_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_ukernel_5x16s4__fma3_broadcast, |
| xnn_f32_igemm_ukernel_5x16s4__fma3_broadcast, |
| xnn_f32_gemm_ukernel_1x16s4__fma3_broadcast, |
| xnn_f32_igemm_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_ukernel_4x16__avx512f_broadcast, |
| xnn_f32_igemm_ukernel_4x16__avx512f_broadcast, |
| xnn_f32_gemm_ukernel_1x16__avx512f_broadcast, |
| xnn_f32_igemm_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_ukernel_5x16__avx512f_broadcast, |
| xnn_f32_igemm_ukernel_5x16__avx512f_broadcast, |
| xnn_f32_gemm_ukernel_1x16__avx512f_broadcast, |
| xnn_f32_igemm_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_ukernel_6x16__avx512f_broadcast, |
| xnn_f32_igemm_ukernel_6x16__avx512f_broadcast, |
| xnn_f32_gemm_ukernel_1x16__avx512f_broadcast, |
| xnn_f32_igemm_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_ukernel_7x16__avx512f_broadcast, |
| xnn_f32_igemm_ukernel_7x16__avx512f_broadcast, |
| xnn_f32_gemm_ukernel_1x16__avx512f_broadcast, |
| xnn_f32_igemm_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_ukernel_8x16__avx512f_broadcast, |
| xnn_f32_igemm_ukernel_8x16__avx512f_broadcast, |
| xnn_f32_gemm_ukernel_1x16__avx512f_broadcast, |
| xnn_f32_igemm_ukernel_1x16__avx512f_broadcast, |
| 8 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, |
| benchmark::utils::CheckAVX512F); |
| } |
| |
| BENCHMARK_END2END(f32_gemm_4x8__sse_load1); |
| |
| BENCHMARK_END2END(f32_gemm_4x8__sse_dup); |
| |
| BENCHMARK_END2END(f32_gemm_4x8s4__sse); |
| |
| BENCHMARK_END2END(f32_gemm_4x8__avx_broadcast); |
| BENCHMARK_END2END(f32_gemm_5x8__avx_broadcast); |
| BENCHMARK_END2END(f32_gemm_6x8__avx_broadcast); |
| BENCHMARK_END2END(f32_gemm_7x8__avx_broadcast); |
| BENCHMARK_END2END(f32_gemm_3x16__avx_broadcast); |
| BENCHMARK_END2END(f32_gemm_4x16__avx_broadcast); |
| BENCHMARK_END2END(f32_gemm_5x16__avx_broadcast); |
| |
| BENCHMARK_END2END(f32_gemm_4x8__fma3_broadcast); |
| BENCHMARK_END2END(f32_gemm_5x8__fma3_broadcast); |
| BENCHMARK_END2END(f32_gemm_6x8__fma3_broadcast); |
| BENCHMARK_END2END(f32_gemm_7x8__fma3_broadcast); |
| BENCHMARK_END2END(f32_gemm_8x8__fma3_broadcast); |
| BENCHMARK_END2END(f32_gemm_3x16__fma3_broadcast); |
| BENCHMARK_END2END(f32_gemm_4x16__fma3_broadcast); |
| BENCHMARK_END2END(f32_gemm_5x16__fma3_broadcast); |
| |
| BENCHMARK_END2END(f32_gemm_3x16s4__fma3_broadcast); |
| BENCHMARK_END2END(f32_gemm_4x16s4__fma3_broadcast); |
| BENCHMARK_END2END(f32_gemm_5x16s4__fma3_broadcast); |
| |
| BENCHMARK_END2END(f32_gemm_4x16__avx512f_broadcast); |
| BENCHMARK_END2END(f32_gemm_5x16__avx512f_broadcast); |
| BENCHMARK_END2END(f32_gemm_6x16__avx512f_broadcast); |
| BENCHMARK_END2END(f32_gemm_7x16__avx512f_broadcast); |
| BENCHMARK_END2END(f32_gemm_8x16__avx512f_broadcast); |
| #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| |
| #if !XNN_ARCH_WASM && !XNN_ARCH_ASMJS |
| static void f32_gemm_4x8__psimd_loadsplat(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8__psimd_loadsplat, |
| xnn_f32_igemm_ukernel_4x8__psimd_loadsplat, |
| xnn_f32_gemm_ukernel_1x8__psimd_loadsplat, |
| xnn_f32_igemm_ukernel_1x8__psimd_loadsplat, |
| 4 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_6x8__psimd_loadsplat(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_6x8__psimd_loadsplat, |
| xnn_f32_igemm_ukernel_6x8__psimd_loadsplat, |
| xnn_f32_gemm_ukernel_1x8__psimd_loadsplat, |
| xnn_f32_igemm_ukernel_1x8__psimd_loadsplat, |
| 6 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_4x8__psimd_splat(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8__psimd_splat, |
| xnn_f32_igemm_ukernel_4x8__psimd_splat, |
| xnn_f32_gemm_ukernel_1x8__psimd_splat, |
| xnn_f32_igemm_ukernel_1x8__psimd_splat, |
| 4 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_6x8__psimd_splat(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_6x8__psimd_splat, |
| xnn_f32_igemm_ukernel_6x8__psimd_splat, |
| xnn_f32_gemm_ukernel_1x8__psimd_splat, |
| xnn_f32_igemm_ukernel_1x8__psimd_splat, |
| 6 /* mr */, 8 /* nr */); |
| } |
| |
| static void f32_gemm_4x8s4__psimd(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_4x8s4__psimd, |
| xnn_f32_igemm_ukernel_4x8s4__psimd, |
| xnn_f32_gemm_ukernel_1x8s4__psimd, |
| xnn_f32_igemm_ukernel_1x8s4__psimd, |
| 4 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */); |
| } |
| |
| static void f32_gemm_6x8s4__psimd(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_6x8s4__psimd, |
| xnn_f32_igemm_ukernel_6x8s4__psimd, |
| xnn_f32_gemm_ukernel_1x8s4__psimd, |
| xnn_f32_igemm_ukernel_1x8s4__psimd, |
| 6 /* mr */, 8 /* nr */, 0 /* log2(kr) */, 2 /* log2(sr) */); |
| } |
| |
| BENCHMARK_END2END(f32_gemm_4x8__psimd_loadsplat); |
| BENCHMARK_END2END(f32_gemm_6x8__psimd_loadsplat); |
| |
| BENCHMARK_END2END(f32_gemm_4x8__psimd_splat); |
| BENCHMARK_END2END(f32_gemm_6x8__psimd_splat); |
| |
| BENCHMARK_END2END(f32_gemm_4x8s4__psimd); |
| BENCHMARK_END2END(f32_gemm_6x8s4__psimd); |
| #endif // !XNN_ARCH_WASM && !XNN_ARCH_ASMJS |
| |
| #if XNN_ARCH_WASM |
| static void f32_gemm_2x4__wasm(benchmark::State& state, models::ExecutionPlanFactory model) { |
| GEMMEnd2EndBenchmark(state, model, |
| xnn_f32_gemm_ukernel_2x4__wasm, |
| xnn_f32_igemm_ukernel_2x4__wasm, |
| xnn_f32_gemm_ukernel_1x4__wasm, |
| xnn_f32_igemm_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_ukernel_4x4__wasm, |
| xnn_f32_igemm_ukernel_4x4__wasm, |
| xnn_f32_gemm_ukernel_1x4__wasm, |
| xnn_f32_igemm_ukernel_1x4__wasm, |
| 4 /* mr */, 4 /* nr */); |
| } |
| |
| BENCHMARK_END2END(f32_gemm_2x4__wasm); |
| BENCHMARK_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_ukernel_2x4__scalar, |
| xnn_f32_igemm_ukernel_2x4__scalar, |
| xnn_f32_gemm_ukernel_1x4__scalar, |
| xnn_f32_igemm_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_ukernel_4x4__scalar, |
| xnn_f32_igemm_ukernel_4x4__scalar, |
| xnn_f32_gemm_ukernel_1x4__scalar, |
| xnn_f32_igemm_ukernel_1x4__scalar, |
| 4 /* mr */, 4 /* nr */); |
| } |
| |
| BENCHMARK_END2END(f32_gemm_2x4__scalar); |
| BENCHMARK_END2END(f32_gemm_4x4__scalar); |
| |
| #ifndef XNNPACK_BENCHMARK_NO_MAIN |
| BENCHMARK_MAIN(); |
| #endif |
