1490 lines
66 KiB
C++
1490 lines
66 KiB
C++
// Copyright (c) Facebook, Inc. and its affiliates.
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// All rights reserved.
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//
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// Copyright 2023 Google LLC
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//
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// This source code is licensed under the BSD-style license found in the
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// LICENSE file in the root directory of this source tree.
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#include <algorithm>
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#include <cfloat>
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#include <chrono>
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#include <cmath>
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#include <functional>
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#include <limits>
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#include <mutex>
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#include <random>
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#include <vector>
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#include "gemm.h"
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#include "utils.h"
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#include "xnnpack/allocator.h"
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#include "xnnpack/common.h"
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#include "xnnpack/gemm.h"
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#include "xnnpack/math.h"
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#include "xnnpack/microfnptr.h"
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#include "xnnpack/microparams-init.h"
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#include "xnnpack/pack.h"
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#include "xnnpack/packx.h"
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#include "xnnpack/ppmm.h"
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#include "xnnpack/buffer.h"
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#include <benchmark/benchmark.h>
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static void GEMMBenchmark(benchmark::State& state,
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xnn_f32_qc8w_gemm_minmax_ukernel_fn gemm,
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xnn_init_f32_minmax_params_fn init_params,
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size_t mr, size_t nr, size_t kr, size_t sr,
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benchmark::utils::IsaCheckFunction isa_check = nullptr)
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{
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if (isa_check != nullptr && !isa_check(state)) {
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return;
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}
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const size_t mc = state.range(0);
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const size_t nc = state.range(1);
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const size_t kc = state.range(2);
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const size_t nc_stride = benchmark::utils::RoundUp(nc, nr);
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const size_t kc_stride = benchmark::utils::RoundUp(kc, kr * sr);
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std::random_device random_device;
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auto rng = std::mt19937(random_device());
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auto f32rng = std::bind(std::uniform_real_distribution<float>(), std::ref(rng));
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auto s8rng = std::bind(
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std::uniform_int_distribution<int32_t>(std::numeric_limits<int8_t>::min(), std::numeric_limits<int8_t>::max()),
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std::ref(rng));
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xnnpack::Buffer<float> a(mc * kc + XNN_EXTRA_BYTES / sizeof(float));
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std::generate(a.begin(), a.end(), std::ref(f32rng));
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xnnpack::Buffer<int8_t> k(nc * kc);
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std::generate(k.begin(), k.end(), std::ref(s8rng));
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xnnpack::Buffer<float> b(nc);
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std::generate(b.begin(), b.end(), std::ref(f32rng));
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const size_t w_size = nc_stride * 2 * sizeof(float) + kc_stride * nc_stride * sizeof(int8_t);
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const size_t c_elements = mc * nc;
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const size_t num_buffers = 1 +
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benchmark::utils::DivideRoundUp<size_t>(benchmark::utils::GetMaxCacheSize(),
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sizeof(float) * c_elements + w_size);
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xnnpack::Buffer<int8_t, XNN_ALLOCATION_ALIGNMENT> w(w_size * num_buffers);
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xnn_pack_f32_qs8w_gemm_goi_w(/*groups=*/1, nc, kc, nr, kr, sr,
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k.data(), b.data(), /*scale=*/nullptr, w.data(), nr * sizeof(float), /*params=*/nullptr);
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xnnpack::Buffer<float> c(c_elements * num_buffers);
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xnn_f32_minmax_params params;
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init_params(¶ms,
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-std::numeric_limits<float>::infinity(), +std::numeric_limits<float>::infinity());
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size_t buffer_index = 0;
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for (auto _ : state) {
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// Use circular buffers (exceeding cache size) and prefetch to control cache state:
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// - A is always in L1 cache (if fits, otherwise L2, L3, etc)
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// - W is not in cache (for any cache level)
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// - C is not in cache (for any cache level)
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state.PauseTiming();
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benchmark::utils::PrefetchToL1(a.data(), a.size() * sizeof(float));
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buffer_index = (buffer_index + 1) % num_buffers;
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state.ResumeTiming();
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for (uint32_t m = 0; m < mc; m += mr) {
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const uint32_t mb = min(mc - m, mr);
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gemm(
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mb, nc, kc * sizeof(float),
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a.data() + m * kc, kc * sizeof(float),
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w.data() + buffer_index * w_size,
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c.data() + (buffer_index * mc + m) * nc, nc * sizeof(float), nr * sizeof(float),
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¶ms);
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}
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}
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const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency();
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if (cpu_frequency != 0) {
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state.counters["cpufreq"] = cpu_frequency;
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}
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state.counters["FLOPS"] = benchmark::Counter(
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uint64_t(state.iterations()) * 2 * mc * nc * kc, benchmark::Counter::kIsRate);
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}
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#if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
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static void f32_qc8w_gemm_1x8__asm_aarch64_neon_ld128_acc2(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__asm_aarch64_neon_ld128_acc2,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_1x8__asm_aarch64_neon_ld128_acc2_prfm(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__asm_aarch64_neon_ld128_acc2,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld64_prfm(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64_prfm,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld64_acc2(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64_acc2,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld64_acc2_prfm(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64_acc2,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld64_acc4(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64_acc4,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld64_acc4_prfm(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64_acc4_prfm,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld128_prfm(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128_prfm,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld128_acc2(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128_acc2,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld128_acc2_prfm(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128_acc2,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld128_acc4(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128_acc4,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld128_acc4_prfm(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128_acc4_prfm,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_4x1__asm_aarch64_neonfma_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_4x1__asm_aarch64_neonfma_ld64,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/4, /*nr=*/1, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_4x1__asm_aarch64_neonfma_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_4x1__asm_aarch64_neonfma_ld128,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/4, /*nr=*/1, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_4x2__asm_aarch64_neonfma_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_4x2__asm_aarch64_neonfma_ld64,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_4x2__asm_aarch64_neonfma_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_4x2__asm_aarch64_neonfma_ld128,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_4x8__asm_aarch64_neonfma_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_4x8__asm_aarch64_neonfma_ld64,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_6x8__asm_aarch64_neonfma_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_ld64,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_4x8__asm_aarch64_neonfma_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_4x8__asm_aarch64_neonfma_ld128,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_6x8__asm_aarch64_neonfma_ld128(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_ld128,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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BENCHMARK_GEMM(f32_qc8w_gemm_1x8__asm_aarch64_neon_ld128_acc2)
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BENCHMARK_GEMM(f32_qc8w_gemm_1x8__asm_aarch64_neon_ld128_acc2_prfm)
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BENCHMARK_GEMM(f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld64)
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BENCHMARK_GEMM(f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld64_prfm)
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BENCHMARK_GEMM(f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld64_acc2)
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BENCHMARK_GEMM(f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld64_acc2_prfm)
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BENCHMARK_GEMM(f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld64_acc4)
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BENCHMARK_GEMM(f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld64_acc4_prfm)
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BENCHMARK_GEMM(f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld128)
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BENCHMARK_GEMM(f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld128_prfm)
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BENCHMARK_GEMM(f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld128_acc2)
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BENCHMARK_GEMM(f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld128_acc2_prfm)
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BENCHMARK_GEMM(f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld128_acc4)
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BENCHMARK_GEMM(f32_qc8w_gemm_1x8__asm_aarch64_neonfma_ld128_acc4_prfm)
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BENCHMARK_GEMM(f32_qc8w_gemm_4x1__asm_aarch64_neonfma_ld64)
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BENCHMARK_GEMM(f32_qc8w_gemm_4x1__asm_aarch64_neonfma_ld128)
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BENCHMARK_GEMM(f32_qc8w_gemm_4x2__asm_aarch64_neonfma_ld64)
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BENCHMARK_GEMM(f32_qc8w_gemm_4x2__asm_aarch64_neonfma_ld128)
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BENCHMARK_GEMM(f32_qc8w_gemm_4x8__asm_aarch64_neonfma_ld64)
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BENCHMARK_GEMM(f32_qc8w_gemm_6x8__asm_aarch64_neonfma_ld64)
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BENCHMARK_GEMM(f32_qc8w_gemm_4x8__asm_aarch64_neonfma_ld128)
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BENCHMARK_GEMM(f32_qc8w_gemm_6x8__asm_aarch64_neonfma_ld128)
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#endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
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#if XNN_ARCH_ARM64
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static void f32_qc8w_gemm_4x2__aarch64_neonfma_lane_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_4x2__aarch64_neonfma_lane_ld64,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_6x2__aarch64_neonfma_lane_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_6x2__aarch64_neonfma_lane_ld64,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/6, /*nr=*/2, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_1x8__aarch64_neonfma_lane_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x8__aarch64_neonfma_lane_ld64,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_4x8__aarch64_neonfma_lane_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_4x8__aarch64_neonfma_lane_ld64,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_5x8__aarch64_neonfma_lane_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_5x8__aarch64_neonfma_lane_ld64,
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xnn_init_f32_minmax_scalar_params,
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/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
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}
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static void f32_qc8w_gemm_6x8__aarch64_neonfma_lane_ld64(benchmark::State& state, const char* net) {
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GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__aarch64_neonfma_lane_ld64,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_1x8__aarch64_neonfma_lane_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__aarch64_neonfma_lane_ld128,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__aarch64_neonfma_lane_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__aarch64_neonfma_lane_ld128,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__aarch64_neonfma_lane_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__aarch64_neonfma_lane_ld128,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_1x16__aarch64_neonfma_lane_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x16__aarch64_neonfma_lane_ld128,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_4x16__aarch64_neonfma_lane_ld128(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x16__aarch64_neonfma_lane_ld128,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__aarch64_neonfma_lane_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__aarch64_neonfma_lane_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8__aarch64_neonfma_lane_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__aarch64_neonfma_lane_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x2__aarch64_neonfma_lane_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x2__aarch64_neonfma_lane_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__aarch64_neonfma_lane_ld128)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__aarch64_neonfma_lane_ld128)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__aarch64_neonfma_lane_ld128)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x16__aarch64_neonfma_lane_ld128)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x16__aarch64_neonfma_lane_ld128)
|
|
#endif // XNN_ARCH_ARM64
|
|
|
|
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
static void f32_qc8w_gemm_4x2__neon_lane_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x2__neon_lane_ld64,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_qc8w_gemm_6x2__neon_lane_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x2__neon_lane_ld64,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/2, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_qc8w_gemm_1x8__neon_dup_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__neon_dup_ld64,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_qc8w_gemm_1x8__neon_lane_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__neon_lane_ld64,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_qc8w_gemm_1x8__neonfma_dup_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__neonfma_dup_ld64,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__neon_dup_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__neon_dup_ld64,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__neon_lane_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__neon_lane_ld64,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__neonfma_dup_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__neonfma_dup_ld64,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_qc8w_gemm_5x8__neon_lane_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8__neon_lane_ld64,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__neon_dup_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__neon_dup_ld64,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__neon_lane_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__neon_lane_ld64,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__neonfma_dup_ld64(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__neonfma_dup_ld64,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_qc8w_gemm_1x8s4__neonfma(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8s4__neonfma,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_qc8w_gemm_4x8s4__neonfma(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8s4__neonfma,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
static void f32_qc8w_gemm_6x8s4__neonfma(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8s4__neonfma,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckNEON);
|
|
}
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x2__neon_lane_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x2__neon_lane_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__neon_dup_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__neon_lane_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__neonfma_dup_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__neon_dup_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__neon_lane_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__neonfma_dup_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8__neon_lane_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__neon_dup_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__neon_lane_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__neonfma_dup_ld64)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8s4__neonfma)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8s4__neonfma)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8s4__neonfma)
|
|
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
|
|
#if XNN_ENABLE_AVX512SKX && (XNN_ARCH_X86 || XNN_ARCH_X86_64)
|
|
static void f32_qc8w_gemm_1x32__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x32__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/32, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_2x32__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_2x32__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/2, /*nr=*/32, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_3x32__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x32__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/32, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_4x32__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x32__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/32, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_5x32__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x32__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/32, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_6x32__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x32__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/32, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_7x32__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_7x32__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/7, /*nr=*/32, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_8x32__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_8x32__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/8, /*nr=*/32, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_1x16__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x16__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_2x16__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_2x16__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/2, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_3x16__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x16__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_4x16__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x16__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_5x16__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x16__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_6x16__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x16__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_7x16__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_7x16__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/7, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
static void f32_qc8w_gemm_8x16__avx512skx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_8x16__avx512skx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/8, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX512SKX);
|
|
}
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x32__avx512skx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_2x32__avx512skx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x32__avx512skx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x32__avx512skx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x32__avx512skx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x32__avx512skx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_7x32__avx512skx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_8x32__avx512skx_broadcast)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x16__avx512skx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_2x16__avx512skx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x16__avx512skx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x16__avx512skx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x16__avx512skx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x16__avx512skx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_7x16__avx512skx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_8x16__avx512skx_broadcast)
|
|
#endif // XNN_ENABLE_AVX512SKX && (XNN_ARCH_X86 || XNN_ARCH_X86_64)
|
|
|
|
#if XNN_ARCH_X86 || XNN_ARCH_X86_64
|
|
static void f32_qc8w_gemm_1x8__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_5x8__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_7x8__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_7x8__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/7, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_8x8__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_8x8__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_1x16__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x16__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_2x16__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_2x16__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/2, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_3x16__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x16__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_4x16__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x16__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_5x16__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x16__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_6x16__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x16__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_7x16__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_7x16__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/7, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_8x16__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_8x16__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/8, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_1x16__avx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x16__avx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
static void f32_qc8w_gemm_2x16__avx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_2x16__avx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/2, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
static void f32_qc8w_gemm_3x16__avx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x16__avx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
static void f32_qc8w_gemm_4x16__avx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x16__avx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
static void f32_qc8w_gemm_5x16__avx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x16__avx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
static void f32_qc8w_gemm_6x16__avx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x16__avx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
static void f32_qc8w_gemm_7x16__avx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_7x16__avx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/7, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
static void f32_qc8w_gemm_8x16__avx_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_8x16__avx_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/8, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckAVX);
|
|
}
|
|
static void f32_qc8w_gemm_1x16__fma3_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x16__fma3_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
static void f32_qc8w_gemm_2x16__fma3_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_2x16__fma3_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/2, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
static void f32_qc8w_gemm_3x16__fma3_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x16__fma3_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
static void f32_qc8w_gemm_4x16__fma3_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x16__fma3_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
static void f32_qc8w_gemm_5x16__fma3_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x16__fma3_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
static void f32_qc8w_gemm_6x16__fma3_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x16__fma3_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
static void f32_qc8w_gemm_7x16__fma3_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_7x16__fma3_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/7, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
static void f32_qc8w_gemm_8x16__fma3_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_8x16__fma3_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/8, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckFMA3);
|
|
}
|
|
static void f32_qc8w_gemm_1x16s4__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x16s4__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/4,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_2x16s4__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_2x16s4__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/2, /*nr=*/16, /*kr=*/1, /*sr=*/4,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_3x16s4__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x16s4__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/4,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_4x16s4__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x16s4__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/4,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_5x16s4__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x16s4__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/16, /*kr=*/1, /*sr=*/4,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_6x16s4__avx2_broadcast(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x16s4__avx2_broadcast,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/4,
|
|
benchmark::utils::CheckAVX2);
|
|
}
|
|
static void f32_qc8w_gemm_1x8__sse41_dup(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__sse41_dup,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
static void f32_qc8w_gemm_3x8__sse41_dup(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8__sse41_dup,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__sse41_dup(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__sse41_dup,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
static void f32_qc8w_gemm_5x8__sse41_dup(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8__sse41_dup,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__sse41_dup(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__sse41_dup,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
static void f32_qc8w_gemm_1x8__sse41_load1(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__sse41_load1,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
static void f32_qc8w_gemm_3x8__sse41_load1(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8__sse41_load1,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__sse41_load1(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__sse41_load1,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
static void f32_qc8w_gemm_5x8__sse41_load1(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8__sse41_load1,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__sse41_load1(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__sse41_load1,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
static void f32_qc8w_gemm_1x8s4__sse41(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8s4__sse41,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/4,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
static void f32_qc8w_gemm_3x8s4__sse41(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8s4__sse41,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/4,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
static void f32_qc8w_gemm_4x8s4__sse41(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8s4__sse41,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/4,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
static void f32_qc8w_gemm_5x8s4__sse41(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8s4__sse41,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/4,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
static void f32_qc8w_gemm_6x8s4__sse41(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8s4__sse41,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4,
|
|
benchmark::utils::CheckSSE41);
|
|
}
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_7x8__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_8x8__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x16__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_2x16__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x16__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x16__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x16__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x16__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_7x16__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_8x16__avx2_broadcast)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x16__fma3_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_2x16__fma3_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x16__fma3_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x16__fma3_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x16__fma3_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x16__fma3_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_7x16__fma3_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_8x16__fma3_broadcast)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x16__avx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_2x16__avx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x16__avx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x16__avx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x16__avx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x16__avx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_7x16__avx_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_8x16__avx_broadcast)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x16s4__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_2x16s4__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x16s4__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x16s4__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x16s4__avx2_broadcast)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x16s4__avx2_broadcast)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__sse41_load1)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8__sse41_load1)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__sse41_load1)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8__sse41_load1)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__sse41_load1)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__sse41_dup)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8__sse41_dup)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__sse41_dup)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8__sse41_dup)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__sse41_dup)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8s4__sse41)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8s4__sse41)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8s4__sse41)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8s4__sse41)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8s4__sse41)
|
|
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
|
|
|
|
#if XNN_ARCH_WASMRELAXEDSIMD
|
|
static void f32_qc8w_gemm_1x8__wasmrelaxedsimd_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__wasmrelaxedsimd_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_3x8__wasmrelaxedsimd_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8__wasmrelaxedsimd_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__wasmrelaxedsimd_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__wasmrelaxedsimd_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_5x8__wasmrelaxedsimd_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8__wasmrelaxedsimd_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__wasmrelaxedsimd_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__wasmrelaxedsimd_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_1x8__wasmrelaxedsimd_fma_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__wasmrelaxedsimd_fma_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_3x8__wasmrelaxedsimd_fma_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8__wasmrelaxedsimd_fma_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__wasmrelaxedsimd_fma_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__wasmrelaxedsimd_fma_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_5x8__wasmrelaxedsimd_fma_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8__wasmrelaxedsimd_fma_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__wasmrelaxedsimd_fma_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__wasmrelaxedsimd_fma_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_1x8__wasmrelaxedsimd_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__wasmrelaxedsimd_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_3x8__wasmrelaxedsimd_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8__wasmrelaxedsimd_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__wasmrelaxedsimd_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__wasmrelaxedsimd_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_5x8__wasmrelaxedsimd_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8__wasmrelaxedsimd_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__wasmrelaxedsimd_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__wasmrelaxedsimd_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_1x8__wasmrelaxedsimd_fma_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__wasmrelaxedsimd_fma_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_3x8__wasmrelaxedsimd_fma_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8__wasmrelaxedsimd_fma_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__wasmrelaxedsimd_fma_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__wasmrelaxedsimd_fma_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_5x8__wasmrelaxedsimd_fma_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8__wasmrelaxedsimd_fma_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__wasmrelaxedsimd_fma_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__wasmrelaxedsimd_fma_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_1x8s4__wasmrelaxedsimd(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8s4__wasmrelaxedsimd,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_3x8s4__wasmrelaxedsimd(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8s4__wasmrelaxedsimd,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_4x8s4__wasmrelaxedsimd(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8s4__wasmrelaxedsimd,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_5x8s4__wasmrelaxedsimd(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8s4__wasmrelaxedsimd,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_6x8s4__wasmrelaxedsimd(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8s4__wasmrelaxedsimd,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_1x8s4__wasmrelaxedsimd_fma(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8s4__wasmrelaxedsimd_fma,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_3x8s4__wasmrelaxedsimd_fma(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8s4__wasmrelaxedsimd_fma,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_4x8s4__wasmrelaxedsimd_fma(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8s4__wasmrelaxedsimd_fma,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_5x8s4__wasmrelaxedsimd_fma(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8s4__wasmrelaxedsimd_fma,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_6x8s4__wasmrelaxedsimd_fma(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8s4__wasmrelaxedsimd_fma,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__wasmrelaxedsimd_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8__wasmrelaxedsimd_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__wasmrelaxedsimd_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8__wasmrelaxedsimd_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__wasmrelaxedsimd_loadsplat)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__wasmrelaxedsimd_fma_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8__wasmrelaxedsimd_fma_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__wasmrelaxedsimd_fma_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8__wasmrelaxedsimd_fma_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__wasmrelaxedsimd_fma_loadsplat)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__wasmrelaxedsimd_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8__wasmrelaxedsimd_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__wasmrelaxedsimd_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8__wasmrelaxedsimd_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__wasmrelaxedsimd_splat)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__wasmrelaxedsimd_fma_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8__wasmrelaxedsimd_fma_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__wasmrelaxedsimd_fma_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8__wasmrelaxedsimd_fma_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__wasmrelaxedsimd_fma_splat)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8s4__wasmrelaxedsimd)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8s4__wasmrelaxedsimd)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8s4__wasmrelaxedsimd)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8s4__wasmrelaxedsimd)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8s4__wasmrelaxedsimd)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8s4__wasmrelaxedsimd_fma)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8s4__wasmrelaxedsimd_fma)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8s4__wasmrelaxedsimd_fma)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8s4__wasmrelaxedsimd_fma)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8s4__wasmrelaxedsimd_fma)
|
|
#endif // XNN_ARCH_WASMRELAXEDSIMD
|
|
|
|
|
|
#if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
|
|
static void f32_qc8w_gemm_1x8__wasmsimd_arm_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__wasmsimd_arm_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_3x8__wasmsimd_arm_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8__wasmsimd_arm_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__wasmsimd_arm_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__wasmsimd_arm_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_5x8__wasmsimd_arm_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8__wasmsimd_arm_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__wasmsimd_arm_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__wasmsimd_arm_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_1x8__wasmsimd_x86_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__wasmsimd_x86_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_3x8__wasmsimd_x86_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8__wasmsimd_x86_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__wasmsimd_x86_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__wasmsimd_x86_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_5x8__wasmsimd_x86_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8__wasmsimd_x86_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__wasmsimd_x86_loadsplat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__wasmsimd_x86_loadsplat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_1x8__wasmsimd_arm_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__wasmsimd_arm_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_3x8__wasmsimd_arm_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8__wasmsimd_arm_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__wasmsimd_arm_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__wasmsimd_arm_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_5x8__wasmsimd_arm_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8__wasmsimd_arm_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__wasmsimd_arm_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__wasmsimd_arm_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_1x8__wasmsimd_x86_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8__wasmsimd_x86_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_3x8__wasmsimd_x86_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8__wasmsimd_x86_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_4x8__wasmsimd_x86_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8__wasmsimd_x86_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_5x8__wasmsimd_x86_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8__wasmsimd_x86_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_6x8__wasmsimd_x86_splat(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8__wasmsimd_x86_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_1x8s4__wasmsimd_arm(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8s4__wasmsimd_arm,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_3x8s4__wasmsimd_arm(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8s4__wasmsimd_arm,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_4x8s4__wasmsimd_arm(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8s4__wasmsimd_arm,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_5x8s4__wasmsimd_arm(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8s4__wasmsimd_arm,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_6x8s4__wasmsimd_arm(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8s4__wasmsimd_arm,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_1x8s4__wasmsimd_x86(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_1x8s4__wasmsimd_x86,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_3x8s4__wasmsimd_x86(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_3x8s4__wasmsimd_x86,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_4x8s4__wasmsimd_x86(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x8s4__wasmsimd_x86,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_5x8s4__wasmsimd_x86(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_5x8s4__wasmsimd_x86,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
static void f32_qc8w_gemm_6x8s4__wasmsimd_x86(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_6x8s4__wasmsimd_x86,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4);
|
|
}
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__wasmsimd_arm_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8__wasmsimd_arm_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__wasmsimd_arm_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8__wasmsimd_arm_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__wasmsimd_arm_loadsplat)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__wasmsimd_x86_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8__wasmsimd_x86_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__wasmsimd_x86_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8__wasmsimd_x86_loadsplat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__wasmsimd_x86_loadsplat)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__wasmsimd_arm_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8__wasmsimd_arm_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__wasmsimd_arm_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8__wasmsimd_arm_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__wasmsimd_arm_splat)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8__wasmsimd_x86_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8__wasmsimd_x86_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8__wasmsimd_x86_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8__wasmsimd_x86_splat)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8__wasmsimd_x86_splat)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8s4__wasmsimd_arm)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8s4__wasmsimd_arm)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8s4__wasmsimd_arm)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8s4__wasmsimd_arm)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8s4__wasmsimd_arm)
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x8s4__wasmsimd_x86)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_3x8s4__wasmsimd_x86)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x8s4__wasmsimd_x86)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_5x8s4__wasmsimd_x86)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_6x8s4__wasmsimd_x86)
|
|
#endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
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|
|
|
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static void f32_qc8w_gemm_1x4__scalar(benchmark::State& state, const char* net) {
|
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GEMMBenchmark(state,
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xnn_f32_qc8w_gemm_minmax_ukernel_1x4__scalar,
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xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/1, /*sr=*/1);
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|
}
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static void f32_qc8w_gemm_2x4__scalar(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_2x4__scalar,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
static void f32_qc8w_gemm_4x4__scalar(benchmark::State& state, const char* net) {
|
|
GEMMBenchmark(state,
|
|
xnn_f32_qc8w_gemm_minmax_ukernel_4x4__scalar,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1);
|
|
}
|
|
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_1x4__scalar)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_2x4__scalar)
|
|
BENCHMARK_GEMM(f32_qc8w_gemm_4x4__scalar)
|
|
|
|
#ifndef XNNPACK_BENCHMARK_NO_MAIN
|
|
BENCHMARK_MAIN();
|
|
#endif
|