// Copyright 2021 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 #include #include #include #include #include #include "bench/utils.h" #include #include #include #include #include void transpose( benchmark::State& state, xnn_x32_transposec_ukernel_function transpose, benchmark::utils::IsaCheckFunction isa_check = nullptr) { if (isa_check && !isa_check(state)) { return; } const size_t height = state.range(0); const size_t width = state.range(1); const size_t tile_hbytes = height * sizeof(uint32_t); const size_t tile_wbytes = width * sizeof(uint32_t); std::vector> x( height * width + XNN_EXTRA_BYTES / sizeof(uint32_t)); std::vector> y( height * width + XNN_EXTRA_BYTES / sizeof(uint32_t)); std::iota(x.begin(), x.end(), 0); std::fill(y.begin(), y.end(), 0); for (auto _ : state) { transpose(x.data(), y.data(), tile_wbytes, tile_hbytes, width, height); } const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency(); if (cpu_frequency != 0) { state.counters["cpufreq"] = cpu_frequency; } } static void BenchmarkKernelSize(benchmark::internal::Benchmark* b) { b->ArgNames({"height", "width"}); b->Args({32, 32}); b->Args({64, 64}); b->Args({117, 117}); b->Args({1024, 1024}); } BENCHMARK_CAPTURE(transpose, 1x2_scalar_int, xnn_x32_transposec_ukernel__1x2_scalar_int) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 1x4_scalar_int, xnn_x32_transposec_ukernel__1x4_scalar_int) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 2x1_scalar_int, xnn_x32_transposec_ukernel__2x1_scalar_int) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 2x2_scalar_int, xnn_x32_transposec_ukernel__2x2_scalar_int) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 2x4_scalar_int, xnn_x32_transposec_ukernel__2x4_scalar_int) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x1_scalar_int, xnn_x32_transposec_ukernel__4x1_scalar_int) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x2_scalar_int, xnn_x32_transposec_ukernel__4x2_scalar_int) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_scalar_int, xnn_x32_transposec_ukernel__4x4_scalar_int) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 1x2_scalar_float, xnn_x32_transposec_ukernel__1x2_scalar_float) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 1x4_scalar_float, xnn_x32_transposec_ukernel__1x4_scalar_float) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 2x1_scalar_float, xnn_x32_transposec_ukernel__2x1_scalar_float) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 2x2_scalar_float, xnn_x32_transposec_ukernel__2x2_scalar_float) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 2x4_scalar_float, xnn_x32_transposec_ukernel__2x4_scalar_float) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x1_scalar_float, xnn_x32_transposec_ukernel__4x1_scalar_float) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x2_scalar_float, xnn_x32_transposec_ukernel__4x2_scalar_float) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_scalar_float, xnn_x32_transposec_ukernel__4x4_scalar_float) ->Apply(BenchmarkKernelSize)->UseRealTime(); #if XNN_ARCH_ARM64 BENCHMARK_CAPTURE(transpose, 4x4_aarch64_neon_tbl, xnn_x32_transposec_ukernel__4x4_aarch64_neon_tbl) ->Apply(BenchmarkKernelSize)->UseRealTime(); #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM || XNN_ARCH_ARM64 BENCHMARK_CAPTURE(transpose, 2x2_multi_dec_neon, xnn_x32_transposec_ukernel__2x2_multi_dec_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 2x2_multi_mov_neon, xnn_x32_transposec_ukernel__2x2_multi_mov_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 2x2_multi_multi_neon, xnn_x32_transposec_ukernel__2x2_multi_multi_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 2x2_multi_switch_neon, xnn_x32_transposec_ukernel__2x2_multi_switch_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 2x2_multi_dec_neon, xnn_x32_transposec_ukernel__2x2_reuse_dec_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 2x2_multi_mov_neon, xnn_x32_transposec_ukernel__2x2_reuse_mov_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 2x2_multi_multi_neon, xnn_x32_transposec_ukernel__2x2_reuse_multi_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 2x2_multi_switch_neon, xnn_x32_transposec_ukernel__2x2_reuse_switch_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_multi_dec_zip_neon, xnn_x32_transposec_ukernel__4x4_multi_dec_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_multi_mov_zip_neon, xnn_x32_transposec_ukernel__4x4_multi_mov_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_multi_multi_zip_neon, xnn_x32_transposec_ukernel__4x4_multi_multi_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_multi_switch_zip_neon, xnn_x32_transposec_ukernel__4x4_multi_switch_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_reuse_dec_zip_neon, xnn_x32_transposec_ukernel__4x4_reuse_dec_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_reuse_mov_zip_neon, xnn_x32_transposec_ukernel__4x4_reuse_mov_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_reuse_multi_zip_neon, xnn_x32_transposec_ukernel__4x4_reuse_multi_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_reuse_switch_zip_neon, xnn_x32_transposec_ukernel__4x4_reuse_switch_zip_neon) ->Apply(BenchmarkKernelSize)->UseRealTime(); #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD BENCHMARK_CAPTURE(transpose, 4x4_multi_mov_wasmsimd, xnn_x32_transposec_ukernel__4x4_multi_mov_wasmsimd) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_multi_multi_wasmsimd, xnn_x32_transposec_ukernel__4x4_multi_multi_wasmsimd) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_multi_switch_wasmsimd, xnn_x32_transposec_ukernel__4x4_multi_switch_wasmsimd) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_reuse_mov_wasmsimd, xnn_x32_transposec_ukernel__4x4_reuse_mov_wasmsimd) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_reuse_multi_wasmsimd, xnn_x32_transposec_ukernel__4x4_reuse_multi_wasmsimd) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_reuse_switch_wasmsimd, xnn_x32_transposec_ukernel__4x4_reuse_switch_wasmsimd) ->Apply(BenchmarkKernelSize)->UseRealTime(); #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_X86 || XNN_ARCH_X86_64 BENCHMARK_CAPTURE(transpose, 4x4_sse, xnn_x32_transposec_ukernel__4x4_sse) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_multi_mov_sse2, xnn_x32_transposec_ukernel__4x4_multi_mov_sse2) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_multi_multi_sse2, xnn_x32_transposec_ukernel__4x4_multi_multi_sse2) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_multi_switch_sse2, xnn_x32_transposec_ukernel__4x4_multi_switch_sse2) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_reuse_mov_sse2, xnn_x32_transposec_ukernel__4x4_reuse_mov_sse2) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_reuse_multi_sse2, xnn_x32_transposec_ukernel__4x4_reuse_multi_sse2) ->Apply(BenchmarkKernelSize)->UseRealTime(); BENCHMARK_CAPTURE(transpose, 4x4_reuse_switch_sse2, xnn_x32_transposec_ukernel__4x4_reuse_switch_sse2) ->Apply(BenchmarkKernelSize)->UseRealTime(); #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #ifndef XNNPACK_BENCHMARK_NO_MAIN BENCHMARK_MAIN(); #endif