// 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 #include "bench/end2end.h" #include "bench/utils.h" #include "models/models.h" #include #include #include // define XNN_ENABLE_FULL_BENCHMARKS=1 to enable all microkernel benchmarks. static void GEMMEnd2EndBenchmark( benchmark::State& state, models::ExecutionPlanFactory model_factory, xnn_qs8_gemm_ukernel_function gemm, xnn_qs8_igemm_ukernel_function igemm, xnn_qs8_gemm_ukernel_function gemm1, xnn_qs8_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 // Note: do not directly assign to xnn_params.qs8.gemm because it breaks older gcc. xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel(xnn_gemm_ukernel_function(gemm)); xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel(xnn_igemm_ukernel_function(igemm)); xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel(xnn_gemm_ukernel_function(gemm1)); xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel(xnn_igemm_ukernel_function(igemm1)); xnn_params.qs8.gemm.mr = mr; xnn_params.qs8.gemm.nr = nr; xnn_params.qs8.gemm.log2_kr = log2_kr; xnn_params.qs8.gemm.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& 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; } } } const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency(); if (cpu_frequency != 0) { state.counters["cpufreq"] = cpu_frequency; } } #if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY #if XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_1x16c4__aarch64_neondot_ld32(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x16c4__aarch64_neondot_ld32, xnn_qs8_igemm_minmax_ukernel_1x16c4__neondot, xnn_qs8_gemm_minmax_ukernel_1x16c4__aarch64_neondot_ld32, xnn_qs8_igemm_minmax_ukernel_1x16c4__neondot, 1 /* mr */, 16 /* nr */, 2 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEONDOT); } static void qs8_gemm_minmax_ukernel_1x16c4__aarch64_neondot_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x16c4__aarch64_neondot_ld64, xnn_qs8_igemm_minmax_ukernel_1x16c4__neondot, xnn_qs8_gemm_minmax_ukernel_1x16c4__aarch64_neondot_ld64, xnn_qs8_igemm_minmax_ukernel_1x16c4__neondot, 1 /* mr */, 16 /* nr */, 2 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEONDOT); } #endif // XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_4x16c4__aarch64_neondot_cortex_a55(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_qs8_igemm_minmax_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_qs8_gemm_minmax_ukernel_1x16c4__aarch64_neondot_ld64, xnn_qs8_igemm_minmax_ukernel_1x16c4__neondot, 4 /* mr */, 16 /* nr */, 2 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEONDOT); } static void qs8_gemm_minmax_ukernel_4x16c4__aarch64_neondot_ld32(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x16c4__aarch64_neondot_ld32, xnn_qs8_igemm_minmax_ukernel_4x16c4__neondot, xnn_qs8_gemm_minmax_ukernel_1x16c4__aarch64_neondot_ld32, xnn_qs8_igemm_minmax_ukernel_1x16c4__neondot, 4 /* mr */, 16 /* nr */, 2 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEONDOT); } static void qs8_gemm_minmax_ukernel_4x16c4__aarch64_neondot_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x16c4__aarch64_neondot_ld64, xnn_qs8_igemm_minmax_ukernel_4x16c4__aarch64_neondot_ld64, xnn_qs8_gemm_minmax_ukernel_1x16c4__aarch64_neondot_ld64, xnn_qs8_igemm_minmax_ukernel_1x16c4__neondot, 4 /* mr */, 16 /* nr */, 2 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEONDOT); } static void qs8_gemm_minmax_ukernel_2x8c8__aarch64_neon_mull_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x8c8__aarch64_neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_2x8c8__neon_mull_padal, xnn_qs8_gemm_minmax_ukernel_1x8c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x8c8__neon_mlal_padal, 2 /* mr */, 8 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_2x8c8__aarch64_neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x8c8__aarch64_neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_2x8c8__aarch64_neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x8c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x8c8__neon_mlal_padal, 2 /* mr */, 8 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_2x8c16__aarch64_neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x8c16__aarch64_neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_2x8c16__aarch64_neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x8c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x8c16__neon_mlal_padal, 2 /* mr */, 8 /* nr */, 4 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x16c4__aarch64_neondot_ld32) BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x16c4__aarch64_neondot_ld64) #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x16c4__aarch64_neondot_cortex_a55) BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x16c4__aarch64_neondot_ld32) BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x16c4__aarch64_neondot_ld64) BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x8c8__aarch64_neon_mull_padal) BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x8c8__aarch64_neon_mlal_padal) BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x8c16__aarch64_neon_mlal_padal) #endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY #if XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_1x8__neon_mlal_lane(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x8__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_1x8__neon_mlal_lane, xnn_qs8_gemm_minmax_ukernel_1x8__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_1x8__neon_mlal_lane, 1 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_1x16__neon_mlal_lane(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x16__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_1x16__neon_mlal_lane, xnn_qs8_gemm_minmax_ukernel_1x16__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_1x16__neon_mlal_lane, 1 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #endif // XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_2x8__neon_mlal_lane(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x8__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_2x8__neon_mlal_lane, xnn_qs8_gemm_minmax_ukernel_1x8__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_1x8__neon_mlal_lane, 2 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_2x16__neon_mlal_lane(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x16__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_2x16__neon_mlal_lane, xnn_qs8_gemm_minmax_ukernel_1x16__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_1x16__neon_mlal_lane, 2 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_3x8__neon_mlal_lane(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x8__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_3x8__neon_mlal_lane, xnn_qs8_gemm_minmax_ukernel_1x8__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_1x8__neon_mlal_lane, 3 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_3x16__neon_mlal_lane(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x16__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_3x16__neon_mlal_lane, xnn_qs8_gemm_minmax_ukernel_1x16__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_1x16__neon_mlal_lane, 3 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_4x8__neon_mlal_lane(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x8__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_4x8__neon_mlal_lane, xnn_qs8_gemm_minmax_ukernel_1x8__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_1x8__neon_mlal_lane, 4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_4x16__neon_mlal_lane(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x16__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_4x16__neon_mlal_lane, xnn_qs8_gemm_minmax_ukernel_1x16__neon_mlal_lane, xnn_qs8_igemm_minmax_ukernel_1x16__neon_mlal_lane, 4 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #if XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_1x8__neon_mull_addw_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x8__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_1x8__neon_mull_addw_dup, xnn_qs8_gemm_minmax_ukernel_1x8__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_1x8__neon_mull_addw_dup, 1 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_1x16__neon_mull_addw_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x16__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_1x16__neon_mull_addw_dup, xnn_qs8_gemm_minmax_ukernel_1x16__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_1x16__neon_mull_addw_dup, 1 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #endif // XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_2x8__neon_mull_addw_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x8__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_2x8__neon_mull_addw_dup, xnn_qs8_gemm_minmax_ukernel_1x8__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_1x8__neon_mull_addw_dup, 2 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_2x16__neon_mull_addw_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x16__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_2x16__neon_mull_addw_dup, xnn_qs8_gemm_minmax_ukernel_1x16__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_1x16__neon_mull_addw_dup, 2 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_3x8__neon_mull_addw_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x8__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_3x8__neon_mull_addw_dup, xnn_qs8_gemm_minmax_ukernel_1x8__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_1x8__neon_mull_addw_dup, 3 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_3x16__neon_mull_addw_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x16__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_3x16__neon_mull_addw_dup, xnn_qs8_gemm_minmax_ukernel_1x16__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_1x16__neon_mull_addw_dup, 3 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_4x8__neon_mull_addw_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x8__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_4x8__neon_mull_addw_dup, xnn_qs8_gemm_minmax_ukernel_1x8__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_1x8__neon_mull_addw_dup, 4 /* mr */, 8 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_4x16__neon_mull_addw_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x16__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_4x16__neon_mull_addw_dup, xnn_qs8_gemm_minmax_ukernel_1x16__neon_mull_addw_dup, xnn_qs8_igemm_minmax_ukernel_1x16__neon_mull_addw_dup, 4 /* mr */, 16 /* nr */, 0 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #if XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_1x8c2__neon_mlal_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x8c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x8c2__neon_mlal_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x8c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x8c2__neon_mlal_padal_dup, 1 /* mr */, 8 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_1x16c2__neon_mlal_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x16c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x16c2__neon_mlal_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x16c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x16c2__neon_mlal_padal_dup, 1 /* mr */, 16 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #endif // XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_2x8c2__neon_mlal_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x8c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_2x8c2__neon_mlal_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x8c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x8c2__neon_mlal_padal_dup, 2 /* mr */, 8 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_2x16c2__neon_mlal_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x16c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_2x16c2__neon_mlal_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x16c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x16c2__neon_mlal_padal_dup, 2 /* mr */, 16 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_3x8c2__neon_mlal_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x8c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_3x8c2__neon_mlal_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x8c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x8c2__neon_mlal_padal_dup, 3 /* mr */, 8 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_3x16c2__neon_mlal_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x16c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_3x16c2__neon_mlal_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x16c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x16c2__neon_mlal_padal_dup, 3 /* mr */, 16 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_4x8c2__neon_mlal_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x8c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_4x8c2__neon_mlal_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x8c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x8c2__neon_mlal_padal_dup, 4 /* mr */, 8 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_4x16c2__neon_mlal_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x16c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_4x16c2__neon_mlal_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x16c2__neon_mlal_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x16c2__neon_mlal_padal_dup, 4 /* mr */, 16 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #if XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_1x8c2__neon_mull_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x8c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x8c2__neon_mull_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x8c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x8c2__neon_mull_padal_dup, 1 /* mr */, 8 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_1x16c2__neon_mull_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x16c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x16c2__neon_mull_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x16c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x16c2__neon_mull_padal_dup, 1 /* mr */, 16 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #endif // XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_2x8c2__neon_mull_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x8c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_2x8c2__neon_mull_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x8c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x8c2__neon_mull_padal_dup, 2 /* mr */, 8 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_2x16c2__neon_mull_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x16c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_2x16c2__neon_mull_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x16c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x16c2__neon_mull_padal_dup, 2 /* mr */, 16 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_3x8c2__neon_mull_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x8c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_3x8c2__neon_mull_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x8c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x8c2__neon_mull_padal_dup, 3 /* mr */, 8 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_3x16c2__neon_mull_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x16c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_3x16c2__neon_mull_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x16c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x16c2__neon_mull_padal_dup, 3 /* mr */, 16 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_4x8c2__neon_mull_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x8c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_4x8c2__neon_mull_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x8c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x8c2__neon_mull_padal_dup, 4 /* mr */, 8 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_4x16c2__neon_mull_padal_dup(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x16c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_4x16c2__neon_mull_padal_dup, xnn_qs8_gemm_minmax_ukernel_1x16c2__neon_mull_padal_dup, xnn_qs8_igemm_minmax_ukernel_1x16c2__neon_mull_padal_dup, 4 /* mr */, 16 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #if XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_1x8c4__neondot(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x8c4__neondot, xnn_qs8_igemm_minmax_ukernel_1x8c4__neondot, xnn_qs8_gemm_minmax_ukernel_1x8c4__neondot, xnn_qs8_igemm_minmax_ukernel_1x8c4__neondot, 1 /* mr */, 8 /* nr */, 2 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEONDOT); } static void qs8_gemm_minmax_ukernel_1x16c4__neondot(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x16c4__neondot, xnn_qs8_igemm_minmax_ukernel_1x16c4__neondot, xnn_qs8_gemm_minmax_ukernel_1x16c4__neondot, xnn_qs8_igemm_minmax_ukernel_1x16c4__neondot, 1 /* mr */, 16 /* nr */, 2 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEONDOT); } #endif // XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_4x8c4__neondot(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x8c4__neondot, xnn_qs8_igemm_minmax_ukernel_4x8c4__neondot, xnn_qs8_gemm_minmax_ukernel_1x8c4__neondot, xnn_qs8_igemm_minmax_ukernel_1x8c4__neondot, 4 /* mr */, 8 /* nr */, 2 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEONDOT); } static void qs8_gemm_minmax_ukernel_4x16c4__neondot(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x16c4__neondot, xnn_qs8_igemm_minmax_ukernel_4x16c4__neondot, xnn_qs8_gemm_minmax_ukernel_1x16c4__neondot, xnn_qs8_igemm_minmax_ukernel_1x16c4__neondot, 4 /* mr */, 16 /* nr */, 2 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEONDOT); } static void qs8_gemm_minmax_ukernel_6x8c4__neondot(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_6x8c4__neondot, xnn_qs8_igemm_minmax_ukernel_6x8c4__neondot, xnn_qs8_gemm_minmax_ukernel_1x8c4__neondot, xnn_qs8_igemm_minmax_ukernel_1x8c4__neondot, 6 /* mr */, 8 /* nr */, 2 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEONDOT); } static void qs8_gemm_minmax_ukernel_6x16c4__neondot(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_6x16c4__neondot, xnn_qs8_igemm_minmax_ukernel_6x16c4__neondot, xnn_qs8_gemm_minmax_ukernel_1x16c4__neondot, xnn_qs8_igemm_minmax_ukernel_1x16c4__neondot, 6 /* mr */, 16 /* nr */, 2 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEONDOT); } static void qs8_gemm_minmax_ukernel_8x8c4__neondot(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_8x8c4__neondot, xnn_qs8_igemm_minmax_ukernel_8x8c4__neondot, xnn_qs8_gemm_minmax_ukernel_1x8c4__neondot, xnn_qs8_igemm_minmax_ukernel_1x8c4__neondot, 8 /* mr */, 8 /* nr */, 2 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEONDOT); } static void qs8_gemm_minmax_ukernel_8x16c4__neondot(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_8x16c4__neondot, xnn_qs8_igemm_minmax_ukernel_8x16c4__neondot, xnn_qs8_gemm_minmax_ukernel_1x16c4__neondot, xnn_qs8_igemm_minmax_ukernel_1x16c4__neondot, 8 /* mr */, 16 /* nr */, 2 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEONDOT); } #if XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_1x8c8__neon_mull_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x8c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_1x8c8__neon_mull_padal, xnn_qs8_gemm_minmax_ukernel_1x8c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_1x8c8__neon_mull_padal, 1 /* mr */, 8 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_1x16c8__neon_mull_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x16c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_1x16c8__neon_mull_padal, xnn_qs8_gemm_minmax_ukernel_1x16c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_1x16c8__neon_mull_padal, 1 /* mr */, 16 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #endif // XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_2x8c8__neon_mull_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x8c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_2x8c8__neon_mull_padal, xnn_qs8_gemm_minmax_ukernel_1x8c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_1x8c8__neon_mull_padal, 2 /* mr */, 8 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_2x16c8__neon_mull_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x16c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_2x16c8__neon_mull_padal, xnn_qs8_gemm_minmax_ukernel_1x16c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_1x16c8__neon_mull_padal, 2 /* mr */, 16 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_3x8c8__neon_mull_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x8c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_3x8c8__neon_mull_padal, xnn_qs8_gemm_minmax_ukernel_1x8c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_1x8c8__neon_mull_padal, 3 /* mr */, 8 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_3x16c8__neon_mull_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x16c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_3x16c8__neon_mull_padal, xnn_qs8_gemm_minmax_ukernel_1x16c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_1x16c8__neon_mull_padal, 3 /* mr */, 16 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_4x8c8__neon_mull_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x8c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_4x8c8__neon_mull_padal, xnn_qs8_gemm_minmax_ukernel_1x8c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_1x8c8__neon_mull_padal, 4 /* mr */, 8 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_4x16c8__neon_mull_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x16c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_4x16c8__neon_mull_padal, xnn_qs8_gemm_minmax_ukernel_1x16c8__neon_mull_padal, xnn_qs8_igemm_minmax_ukernel_1x16c8__neon_mull_padal, 4 /* mr */, 16 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #if XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_1x8c16__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x8c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x8c16__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x8c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x8c16__neon_mlal_padal, 1 /* mr */, 8 /* nr */, 4 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_1x16c16__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x16c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x16c16__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x16c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x16c16__neon_mlal_padal, 1 /* mr */, 16 /* nr */, 4 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #endif // XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_2x8c16__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x8c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_2x8c16__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x8c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x8c16__neon_mlal_padal, 2 /* mr */, 8 /* nr */, 4 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_2x16c16__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x16c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_2x16c16__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x16c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x16c16__neon_mlal_padal, 2 /* mr */, 16 /* nr */, 4 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_3x8c16__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x8c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_3x8c16__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x8c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x8c16__neon_mlal_padal, 4 /* mr */, 8 /* nr */, 4 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_3x16c16__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x16c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_3x16c16__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x16c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x16c16__neon_mlal_padal, 4 /* mr */, 16 /* nr */, 4 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_4x8c16__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x8c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_4x8c16__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x8c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x8c16__neon_mlal_padal, 4 /* mr */, 8 /* nr */, 4 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_4x16c16__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x16c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_4x16c16__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x16c16__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x16c16__neon_mlal_padal, 4 /* mr */, 16 /* nr */, 4 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #if XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_1x8c8__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x8c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x8c8__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x8c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x8c8__neon_mlal_padal, 1 /* mr */, 8 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_1x16c8__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x16c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x16c8__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x16c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x16c8__neon_mlal_padal, 1 /* mr */, 16 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #endif // XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_2x8c8__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x8c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_2x8c8__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x8c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x8c8__neon_mlal_padal, 2 /* mr */, 8 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_2x16c8__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x16c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_2x16c8__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x16c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x16c8__neon_mlal_padal, 2 /* mr */, 16 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_3x8c8__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x8c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_3x8c8__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x8c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x8c8__neon_mlal_padal, 3 /* mr */, 8 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_3x16c8__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x16c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_3x16c8__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x16c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x16c8__neon_mlal_padal, 3 /* mr */, 16 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_4x8c8__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x8c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_4x8c8__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x8c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x8c8__neon_mlal_padal, 4 /* mr */, 8 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } static void qs8_gemm_minmax_ukernel_4x16c8__neon_mlal_padal(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x16c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_4x16c8__neon_mlal_padal, xnn_qs8_gemm_minmax_ukernel_1x16c8__neon_mlal_padal, xnn_qs8_igemm_minmax_ukernel_1x16c8__neon_mlal_padal, 4 /* mr */, 16 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckNEON); } #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x8c4__neondot); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x16c4__neondot); #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x8c4__neondot); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x16c4__neondot); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_6x8c4__neondot); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_6x16c4__neondot); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_8x8c4__neondot); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_8x16c4__neondot); #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x8c8__neon_mlal_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x16c8__neon_mlal_padal); #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x8c8__neon_mlal_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x16c8__neon_mlal_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x8c8__neon_mlal_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x16c8__neon_mlal_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x8c8__neon_mlal_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x16c8__neon_mlal_padal); #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x8c8__neon_mull_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x16c8__neon_mull_padal); #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x8c8__neon_mull_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x16c8__neon_mull_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x8c8__neon_mull_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x16c8__neon_mull_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x8c8__neon_mull_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x16c8__neon_mull_padal); #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x8c16__neon_mlal_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x16c16__neon_mlal_padal); #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x8c16__neon_mlal_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x16c16__neon_mlal_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x8c16__neon_mlal_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x16c16__neon_mlal_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x8c16__neon_mlal_padal); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x16c16__neon_mlal_padal); #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x8c2__neon_mlal_padal_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x16c2__neon_mlal_padal_dup); #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x8c2__neon_mlal_padal_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x16c2__neon_mlal_padal_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x8c2__neon_mlal_padal_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x16c2__neon_mlal_padal_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x8c2__neon_mlal_padal_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x16c2__neon_mlal_padal_dup); #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x8c2__neon_mull_padal_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x16c2__neon_mull_padal_dup); #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x8c2__neon_mull_padal_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x16c2__neon_mull_padal_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x8c2__neon_mull_padal_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x16c2__neon_mull_padal_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x8c2__neon_mull_padal_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x16c2__neon_mull_padal_dup); #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x8__neon_mlal_lane); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x16__neon_mlal_lane); #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x8__neon_mlal_lane); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x16__neon_mlal_lane); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x8__neon_mlal_lane); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x16__neon_mlal_lane); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x8__neon_mlal_lane); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x16__neon_mlal_lane); #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x8__neon_mull_addw_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x16__neon_mull_addw_dup); #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x8__neon_mull_addw_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x16__neon_mull_addw_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x8__neon_mull_addw_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x16__neon_mull_addw_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x8__neon_mull_addw_dup); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x16__neon_mull_addw_dup); #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_1x4c2__sse2_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c2__sse2_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c2__sse2_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c2__sse2_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c2__sse2_ld64, 1 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */); } static void qs8_gemm_minmax_ukernel_1x4c2__sse2_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c2__sse2_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c2__sse2_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c2__sse2_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c2__sse2_ld128, 1 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */); } static void qs8_gemm_minmax_ukernel_1x4c2__sse41_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c2__sse41_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c2__sse41_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c2__sse41_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c2__sse41_ld64, 1 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSE41); } static void qs8_gemm_minmax_ukernel_1x4c2__sse41_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c2__sse41_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c2__sse41_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c2__sse41_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c2__sse41_ld128, 1 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSE41); } static void qs8_gemm_minmax_ukernel_1x4c2__ssse3_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c2__ssse3_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c2__ssse3_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c2__ssse3_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c2__ssse3_ld64, 1 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSSE3); } static void qs8_gemm_minmax_ukernel_1x4c2__ssse3_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c2__ssse3_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c2__ssse3_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c2__ssse3_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c2__ssse3_ld128, 1 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSSE3); } static void qs8_gemm_minmax_ukernel_1x4c2__xop_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c2__xop_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c2__xop_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c2__xop_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c2__xop_ld64, 1 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckXOP); } static void qs8_gemm_minmax_ukernel_1x4c2__xop_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c2__xop_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c2__xop_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c2__xop_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c2__xop_ld128, 1 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckXOP); } static void qs8_gemm_minmax_ukernel_1x4c8__sse2_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse2_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse2_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse2_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse2_ld64, 1 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */); } static void qs8_gemm_minmax_ukernel_1x4c8__sse2_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse2_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse2_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse2_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse2_ld128, 1 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */); } static void qs8_gemm_minmax_ukernel_1x4c8__sse41_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse41_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse41_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse41_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse41_ld64, 1 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSE41); } static void qs8_gemm_minmax_ukernel_1x4c8__sse41_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse41_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse41_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse41_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse41_ld128, 1 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSE41); } static void qs8_gemm_minmax_ukernel_1x4c8__ssse3_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c8__ssse3_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__ssse3_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__ssse3_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__ssse3_ld64, 1 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSSE3); } static void qs8_gemm_minmax_ukernel_1x4c8__ssse3_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c8__ssse3_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__ssse3_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__ssse3_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__ssse3_ld128, 1 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSSE3); } static void qs8_gemm_minmax_ukernel_1x4c8__xop_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c8__xop_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__xop_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__xop_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__xop_ld64, 1 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckXOP); } static void qs8_gemm_minmax_ukernel_1x4c8__xop_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c8__xop_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__xop_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__xop_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__xop_ld128, 1 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckXOP); } static void qs8_gemm_minmax_ukernel_1x8c8__avx2(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x8c8__avx2, xnn_qs8_igemm_minmax_ukernel_1x8c8__avx2, xnn_qs8_gemm_minmax_ukernel_1x8c8__avx2, xnn_qs8_igemm_minmax_ukernel_1x8c8__avx2, 1 /* mr */, 8 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckAVX2); } static void qs8_gemm_minmax_ukernel_1x16c8__avx512skx(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x16c8__avx512skx, xnn_qs8_igemm_minmax_ukernel_1x16c8__avx512skx, xnn_qs8_gemm_minmax_ukernel_1x16c8__avx512skx, xnn_qs8_igemm_minmax_ukernel_1x16c8__avx512skx, 1 /* mr */, 16 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckAVX512F); } #endif // XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_2x4c8__sse2_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x4c8__sse2_ld64, xnn_qs8_igemm_minmax_ukernel_2x4c8__sse2_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse2_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse2_ld64, 2 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */); } static void qs8_gemm_minmax_ukernel_2x4c8__sse2_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x4c8__sse2_ld128, xnn_qs8_igemm_minmax_ukernel_2x4c8__sse2_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse2_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse2_ld128, 2 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */); } static void qs8_gemm_minmax_ukernel_2x4c8__sse41_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x4c8__sse41_ld64, xnn_qs8_igemm_minmax_ukernel_2x4c8__sse41_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse41_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse41_ld64, 2 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSE41); } static void qs8_gemm_minmax_ukernel_2x4c8__sse41_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x4c8__sse41_ld128, xnn_qs8_igemm_minmax_ukernel_2x4c8__sse41_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse41_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse41_ld128, 2 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSE41); } static void qs8_gemm_minmax_ukernel_2x4c8__ssse3_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x4c8__ssse3_ld64, xnn_qs8_igemm_minmax_ukernel_2x4c8__ssse3_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__ssse3_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__ssse3_ld64, 2 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSSE3); } static void qs8_gemm_minmax_ukernel_2x4c8__ssse3_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x4c8__ssse3_ld128, xnn_qs8_igemm_minmax_ukernel_2x4c8__ssse3_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__ssse3_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__ssse3_ld128, 2 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSSE3); } static void qs8_gemm_minmax_ukernel_2x4c8__xop_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x4c8__xop_ld64, xnn_qs8_igemm_minmax_ukernel_2x4c8__xop_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__xop_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__xop_ld64, 2 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckXOP); } static void qs8_gemm_minmax_ukernel_2x4c8__xop_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x4c8__xop_ld128, xnn_qs8_igemm_minmax_ukernel_2x4c8__xop_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__xop_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__xop_ld128, 2 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckXOP); } static void qs8_gemm_minmax_ukernel_2x8c8__avx2(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x8c8__avx2, xnn_qs8_igemm_minmax_ukernel_2x8c8__avx2, xnn_qs8_gemm_minmax_ukernel_1x8c8__avx2, xnn_qs8_igemm_minmax_ukernel_1x8c8__avx2, 2 /* mr */, 8 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckAVX2); } static void qs8_gemm_minmax_ukernel_2x16c8__avx512skx(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x16c8__avx512skx, xnn_qs8_igemm_minmax_ukernel_2x16c8__avx512skx, xnn_qs8_gemm_minmax_ukernel_1x16c8__avx512skx, xnn_qs8_igemm_minmax_ukernel_1x16c8__avx512skx, 2 /* mr */, 16 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckAVX512F); } static void qs8_gemm_minmax_ukernel_3x4c8__sse2_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x4c8__sse2_ld64, xnn_qs8_igemm_minmax_ukernel_3x4c8__sse2_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse2_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse2_ld64, 3 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */); } static void qs8_gemm_minmax_ukernel_3x4c8__sse2_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x4c8__sse2_ld128, xnn_qs8_igemm_minmax_ukernel_3x4c8__sse2_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse2_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse2_ld128, 3 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */); } static void qs8_gemm_minmax_ukernel_3x4c8__sse41_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x4c8__sse41_ld64, xnn_qs8_igemm_minmax_ukernel_3x4c8__sse41_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse41_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse41_ld64, 3 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSE41); } static void qs8_gemm_minmax_ukernel_3x4c8__sse41_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x4c8__sse41_ld128, xnn_qs8_igemm_minmax_ukernel_3x4c8__sse41_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__sse41_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__sse41_ld128, 3 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSE41); } static void qs8_gemm_minmax_ukernel_3x4c8__ssse3_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x4c8__ssse3_ld64, xnn_qs8_igemm_minmax_ukernel_3x4c8__ssse3_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__ssse3_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__ssse3_ld64, 3 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSSE3); } static void qs8_gemm_minmax_ukernel_3x4c8__ssse3_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x4c8__ssse3_ld128, xnn_qs8_igemm_minmax_ukernel_3x4c8__ssse3_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__ssse3_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__ssse3_ld128, 3 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSSE3); } static void qs8_gemm_minmax_ukernel_3x4c8__xop_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x4c8__xop_ld64, xnn_qs8_igemm_minmax_ukernel_3x4c8__xop_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__xop_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__xop_ld64, 3 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckXOP); } static void qs8_gemm_minmax_ukernel_3x4c8__xop_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x4c8__xop_ld128, xnn_qs8_igemm_minmax_ukernel_3x4c8__xop_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__xop_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__xop_ld128, 3 /* mr */, 4 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckXOP); } static void qs8_gemm_minmax_ukernel_3x8c8__avx2(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x8c8__avx2, xnn_qs8_igemm_minmax_ukernel_3x8c8__avx2, xnn_qs8_gemm_minmax_ukernel_1x8c8__avx2, xnn_qs8_igemm_minmax_ukernel_1x8c8__avx2, 3 /* mr */, 8 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckAVX2); } static void qs8_gemm_minmax_ukernel_3x16c8__avx512skx(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x16c8__avx512skx, xnn_qs8_igemm_minmax_ukernel_3x16c8__avx512skx, xnn_qs8_gemm_minmax_ukernel_1x16c8__avx512skx, xnn_qs8_igemm_minmax_ukernel_1x16c8__avx512skx, 3 /* mr */, 16 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckAVX512F); } static void qs8_gemm_minmax_ukernel_4x4c2__sse2_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x4c2__sse2_ld64, xnn_qs8_igemm_minmax_ukernel_4x4c2__sse2_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c2__sse2_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c2__sse2_ld64, 4 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */); } static void qs8_gemm_minmax_ukernel_4x4c2__sse2_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x4c2__sse2_ld128, xnn_qs8_igemm_minmax_ukernel_4x4c2__sse2_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c2__sse2_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c2__sse2_ld128, 4 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */); } static void qs8_gemm_minmax_ukernel_4x4c2__sse41_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x4c2__sse41_ld64, xnn_qs8_igemm_minmax_ukernel_4x4c2__sse41_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c2__sse41_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c2__sse41_ld64, 4 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSE41); } static void qs8_gemm_minmax_ukernel_4x4c2__sse41_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x4c2__sse41_ld128, xnn_qs8_igemm_minmax_ukernel_4x4c2__sse41_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c2__sse41_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c2__sse41_ld128, 4 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSE41); } static void qs8_gemm_minmax_ukernel_4x4c2__ssse3_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x4c2__ssse3_ld64, xnn_qs8_igemm_minmax_ukernel_4x4c2__ssse3_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c2__ssse3_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c2__ssse3_ld64, 4 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSSE3); } static void qs8_gemm_minmax_ukernel_4x4c2__ssse3_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x4c2__ssse3_ld128, xnn_qs8_igemm_minmax_ukernel_4x4c2__ssse3_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c2__ssse3_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c2__ssse3_ld128, 4 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckSSSE3); } static void qs8_gemm_minmax_ukernel_4x4c2__xop_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x4c2__xop_ld64, xnn_qs8_igemm_minmax_ukernel_4x4c2__xop_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c2__xop_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c2__xop_ld64, 4 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckXOP); } static void qs8_gemm_minmax_ukernel_4x4c2__xop_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x4c2__xop_ld128, xnn_qs8_igemm_minmax_ukernel_4x4c2__xop_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c2__xop_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c2__xop_ld128, 4 /* mr */, 4 /* nr */, 1 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckXOP); } static void qs8_gemm_minmax_ukernel_4x16c8__avx512skx(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_4x16c8__avx512skx, xnn_qs8_igemm_minmax_ukernel_4x16c8__avx512skx, xnn_qs8_gemm_minmax_ukernel_1x16c8__avx512skx, xnn_qs8_igemm_minmax_ukernel_1x16c8__avx512skx, 4 /* mr */, 16 /* nr */, 3 /* log2_kr */, 0 /* log2_sr */, benchmark::utils::CheckAVX512F); } #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x16c8__avx512skx); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x16c8__avx512skx); #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x16c8__avx512skx); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x16c8__avx512skx); #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x8c8__avx2); #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x8c8__avx2); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x8c8__avx2); #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c2__xop_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c2__xop_ld128); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c8__xop_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c8__xop_ld128); #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x4c8__xop_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x4c8__xop_ld128); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x4c8__xop_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x4c8__xop_ld128); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x4c2__xop_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x4c2__xop_ld128); #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c2__sse41_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c2__sse41_ld128); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c8__sse41_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c8__sse41_ld128); #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x4c8__sse41_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x4c8__sse41_ld128); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x4c8__sse41_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x4c8__sse41_ld128); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x4c2__sse41_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x4c2__sse41_ld128); #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c2__ssse3_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c2__ssse3_ld128); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c8__ssse3_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c8__ssse3_ld128); #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x4c8__ssse3_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x4c8__ssse3_ld128); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x4c8__ssse3_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x4c8__ssse3_ld128); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x4c2__ssse3_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x4c2__ssse3_ld128); #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c2__sse2_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c2__sse2_ld128); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c8__sse2_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c8__sse2_ld128); #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x4c8__sse2_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x4c8__sse2_ld128); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x4c8__sse2_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x4c8__sse2_ld128); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x4c2__sse2_ld64); BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_4x4c2__sse2_ld128); #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_WASMSIMD #if XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_1x4c8__wasmsimd_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c8__wasmsimd_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__wasmsimd_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__wasmsimd_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__wasmsimd_ld64, 1 /* mr */, 4 /* nr */, 3 /* log2_kr */); } static void qs8_gemm_minmax_ukernel_1x4c8__wasmsimd_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_1x4c8__wasmsimd_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__wasmsimd_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__wasmsimd_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__wasmsimd_ld128, 1 /* mr */, 4 /* nr */, 3 /* log2_kr */); } #endif // XNN_ENABLE_FULL_BENCHMARKS static void qs8_gemm_minmax_ukernel_2x4c8__wasmsimd_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x4c8__wasmsimd_ld64, xnn_qs8_igemm_minmax_ukernel_2x4c8__wasmsimd_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__wasmsimd_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__wasmsimd_ld64, 2 /* mr */, 4 /* nr */, 3 /* log2_kr */); } static void qs8_gemm_minmax_ukernel_2x4c8__wasmsimd_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_2x4c8__wasmsimd_ld128, xnn_qs8_igemm_minmax_ukernel_2x4c8__wasmsimd_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__wasmsimd_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__wasmsimd_ld128, 2 /* mr */, 4 /* nr */, 3 /* log2_kr */); } static void qs8_gemm_minmax_ukernel_3x4c8__wasmsimd_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x4c8__wasmsimd_ld64, xnn_qs8_igemm_minmax_ukernel_3x4c8__wasmsimd_ld64, xnn_qs8_gemm_minmax_ukernel_1x4c8__wasmsimd_ld64, xnn_qs8_igemm_minmax_ukernel_1x4c8__wasmsimd_ld64, 3 /* mr */, 4 /* nr */, 3 /* log2_kr */); } static void qs8_gemm_minmax_ukernel_3x4c8__wasmsimd_ld128(benchmark::State& state, models::ExecutionPlanFactory model) { GEMMEnd2EndBenchmark(state, model, xnn_qs8_gemm_minmax_ukernel_3x4c8__wasmsimd_ld128, xnn_qs8_igemm_minmax_ukernel_3x4c8__wasmsimd_ld128, xnn_qs8_gemm_minmax_ukernel_1x4c8__wasmsimd_ld128, xnn_qs8_igemm_minmax_ukernel_1x4c8__wasmsimd_ld128, 3 /* mr */, 4 /* nr */, 3 /* log2_kr */); } #if XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c8__wasmsimd_ld64) BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_1x4c8__wasmsimd_ld128) #endif // XNN_ENABLE_FULL_BENCHMARKS BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x4c8__wasmsimd_ld64) BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_2x4c8__wasmsimd_ld128) BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x4c8__wasmsimd_ld64) BENCHMARK_QS8_END2END(qs8_gemm_minmax_ukernel_3x4c8__wasmsimd_ld128) #endif // XNN_ARCH_WASMSIMD #ifndef XNNPACK_BENCHMARK_NO_MAIN BENCHMARK_MAIN(); #endif