// Copyright 2023 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. // // Auto-generated file. Do not edit! // Specification: test/qs8-qc8w-gemm-minmax-fp32.yaml // Generator: tools/generate-gemm-test.py #include #include "gemm-benchmark.h" #include "utils.h" #include "xnnpack/common.h" #include "xnnpack/gemm.h" #include "xnnpack/isa-checks.h" #include "xnnpack/microfnptr.h" #include "xnnpack/microparams-init.h" #include "xnnpack/pack.h" #include "xnnpack/packw.h" #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/8, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/8, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld128) #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_WASM || XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x2__wasm_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x2__wasm_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x2__wasm_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4__wasm_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4__wasm_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4__wasm_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x2__wasm_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x2__wasm_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x2__wasm_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4__wasm_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4__wasm_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4__wasm_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x2__wasm_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x2__wasm_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x2__wasm_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4__wasm_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4__wasm_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4__wasm_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x2__wasm_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x2__wasm_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x2__wasm_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4__wasm_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4__wasm_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4__wasm_fmagic) #endif // XNN_ARCH_WASM || XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD #if XNN_ENABLE_ARM_I8MM && XNN_ARCH_ARM64 static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__neoni8mm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__neoni8mm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONI8MM); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__neoni8mm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__neoni8mm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__neoni8mm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONI8MM); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__neoni8mm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__neoni8mm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__neoni8mm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONI8MM); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__neoni8mm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x16c8__neoni8mm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x16c8__neoni8mm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONI8MM); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x16c8__neoni8mm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__neoni8mm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__neoni8mm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONI8MM); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__neoni8mm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c8__neoni8mm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c8__neoni8mm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONI8MM); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c8__neoni8mm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__neoni8mm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__neoni8mm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONI8MM); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__neoni8mm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c8__neoni8mm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c8__neoni8mm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONI8MM); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c8__neoni8mm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_6x8c8__neoni8mm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_6x8c8__neoni8mm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/6, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONI8MM); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_6x8c8__neoni8mm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_6x16c8__neoni8mm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_6x16c8__neoni8mm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/6, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONI8MM); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_6x16c8__neoni8mm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__neoni8mm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__neoni8mm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/8, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONI8MM); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__neoni8mm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__neoni8mm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__neoni8mm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/8, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONI8MM); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__neoni8mm) #endif // XNN_ENABLE_ARM_I8MM && XNN_ARCH_ARM64 #if XNN_ENABLE_ARM_DOTPROD && XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c4__asm_aarch32_neondot_cortex_a55(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c4__asm_aarch32_neondot_cortex_a55, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c4__asm_aarch32_neondot_cortex_a55) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c4__asm_aarch32_neondot_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c4__asm_aarch32_neondot_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c4__asm_aarch32_neondot_ld64) #endif // XNN_ENABLE_ARM_DOTPROD && XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY #if XNN_ENABLE_ARM_DOTPROD && XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__asm_aarch64_neondot_ld32(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__asm_aarch64_neondot_ld32, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__asm_aarch64_neondot_ld32) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__asm_aarch64_neondot_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__asm_aarch64_neondot_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__asm_aarch64_neondot_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__asm_aarch64_neondot_cortex_a55(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__asm_aarch64_neondot_cortex_a55, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__asm_aarch64_neondot_cortex_a55) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__asm_aarch64_neondot_ld32(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__asm_aarch64_neondot_ld32, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__asm_aarch64_neondot_ld32) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__asm_aarch64_neondot_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__asm_aarch64_neondot_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__asm_aarch64_neondot_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__asm_aarch64_neondot_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__asm_aarch64_neondot_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__asm_aarch64_neondot_ld128) #endif // XNN_ENABLE_ARM_DOTPROD && XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY #if XNN_ENABLE_ARM_DOTPROD && (XNN_ARCH_ARM || XNN_ARCH_ARM64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neondot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neondot, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neondot) #endif // XNN_ENABLE_ARM_DOTPROD && (XNN_ARCH_ARM || XNN_ARCH_ARM64) #if XNN_ENABLE_ARM_DOTPROD && XNN_ARCH_ARM64 static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__aarch64_neondot_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__aarch64_neondot_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__aarch64_neondot_ld128) #endif // XNN_ENABLE_ARM_DOTPROD && XNN_ARCH_ARM64 #if XNN_ENABLE_ARM_DOTPROD && (XNN_ARCH_ARM || XNN_ARCH_ARM64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__neondot_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__neondot_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__neondot_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__neondot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__neondot, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__neondot) #endif // XNN_ENABLE_ARM_DOTPROD && (XNN_ARCH_ARM || XNN_ARCH_ARM64) #if XNN_ENABLE_ARM_DOTPROD && XNN_ARCH_ARM64 static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__aarch64_neondot_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__aarch64_neondot_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__aarch64_neondot_ld128) #endif // XNN_ENABLE_ARM_DOTPROD && XNN_ARCH_ARM64 #if XNN_ENABLE_ARM_DOTPROD && (XNN_ARCH_ARM || XNN_ARCH_ARM64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__neondot_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__neondot_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__neondot_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c4__neondot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c4__neondot, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c4__neondot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__neondot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__neondot, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__neondot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_6x8c4__neondot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_6x8c4__neondot, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/6, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_6x8c4__neondot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_6x16c4__neondot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_6x16c4__neondot, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/6, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_6x16c4__neondot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c4__neondot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c4__neondot, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/8, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c4__neondot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c4__neondot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c4__neondot, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/8, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c4__neondot) #endif // XNN_ENABLE_ARM_DOTPROD && (XNN_ARCH_ARM || XNN_ARCH_ARM64) #if XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__asm_aarch32_neonv8_mlal_lane_cortex_a35(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__asm_aarch32_neonv8_mlal_lane_cortex_a35, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__asm_aarch32_neonv8_mlal_lane_cortex_a35) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__asm_aarch32_neonv8_mlal_lane_cortex_a35_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__asm_aarch32_neonv8_mlal_lane_cortex_a35_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__asm_aarch32_neonv8_mlal_lane_cortex_a35_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_cortex_a35(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_cortex_a35, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_cortex_a35) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_cortex_a35_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_cortex_a35_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_cortex_a35_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_cortex_a53(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_cortex_a53, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_cortex_a53) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_cortex_a53_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_cortex_a53_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_cortex_a53_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_ld64_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_ld64_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neonv8_mlal_lane_ld64_prfm) #endif // XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY #if XNN_ARCH_ARM || XNN_ARCH_ARM64 static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_dup(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_dup, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_dup) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld1r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld1r, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld1r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld2r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld2r, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld2r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld4r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld4r, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld4r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2s4__neonv8_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2s4__neonv8_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2s4__neonv8_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_dup(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_dup, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_dup) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_ld1r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_ld1r, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_ld1r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_ld2r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_ld2r, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_ld2r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4s2__neonv8_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4s2__neonv8_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/4, /*sr=*/2, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4s2__neonv8_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__neonv8_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__neonv8_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__neonv8_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8__neonv8_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8__neonv8_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8__neonv8_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8__neonv8_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8__neonv8_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8__neonv8_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_dup(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_dup, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_dup) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld1r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld1r, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld1r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld2r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld2r, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld2r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld4r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld4r, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld4r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2s4__neonv8_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2s4__neonv8_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2s4__neonv8_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_dup(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_dup, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_dup) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_ld1r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_ld1r, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_ld1r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_ld2r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_ld2r, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_ld2r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4s2__neonv8_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4s2__neonv8_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/4, /*sr=*/2, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4s2__neonv8_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__neonv8_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__neonv8_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__neonv8_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x16__neonv8_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x16__neonv8_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x16__neonv8_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x16__neonv8_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x16__neonv8_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x16__neonv8_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8__neonv8_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8__neonv8_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8__neonv8_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8__neonv8_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8__neonv8_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8__neonv8_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x16__neonv8_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x16__neonv8_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x16__neonv8_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x16__neonv8_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x16__neonv8_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x16__neonv8_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__neonv8_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__neonv8_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__neonv8_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__neonv8_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__neonv8_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__neonv8_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__neonv8_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__neonv8_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__neonv8_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__neonv8_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__neonv8_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__neonv8_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_6x8__neonv8_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_6x8__neonv8_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_6x8__neonv8_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_6x8__neonv8_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_6x8__neonv8_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_6x8__neonv8_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_6x16__neonv8_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_6x16__neonv8_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_6x16__neonv8_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_6x16__neonv8_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_6x16__neonv8_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEONV8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_6x16__neonv8_mlal_lane_prfm) #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__asm_aarch32_neon_mlal_lane_cortex_a7(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__asm_aarch32_neon_mlal_lane_cortex_a7, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__asm_aarch32_neon_mlal_lane_cortex_a7) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__asm_aarch32_neon_mlal_lane_cortex_a7_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__asm_aarch32_neon_mlal_lane_cortex_a7_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__asm_aarch32_neon_mlal_lane_cortex_a7_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a7(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a7, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a7) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a7_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a7_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a7_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a53(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a53, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a53) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a53_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a53_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a53_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_ld64_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_ld64_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__asm_aarch32_neon_mlal_lane_ld64_prfm) #endif // XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY #if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__asm_aarch64_neon_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__asm_aarch64_neon_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__asm_aarch64_neon_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__asm_aarch64_neon_mlal_cortex_a53(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__asm_aarch64_neon_mlal_cortex_a53, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__asm_aarch64_neon_mlal_cortex_a53) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__asm_aarch64_neon_mlal_cortex_a53_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__asm_aarch64_neon_mlal_cortex_a53_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__asm_aarch64_neon_mlal_cortex_a53_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__asm_aarch64_neon_mlal_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__asm_aarch64_neon_mlal_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__asm_aarch64_neon_mlal_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mlal_cortex_a53(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mlal_cortex_a53, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mlal_cortex_a53) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mlal_cortex_a53_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mlal_cortex_a53_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mlal_cortex_a53_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mlal_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mlal_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mlal_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mull(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mull, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__asm_aarch64_neon_mull) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c16__asm_aarch64_neon_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c16__asm_aarch64_neon_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c16__asm_aarch64_neon_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__asm_aarch64_neon_mlal_lane_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__asm_aarch64_neon_mlal_lane_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__asm_aarch64_neon_mlal_lane_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__asm_aarch64_neon_mlal_lane_ld64_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__asm_aarch64_neon_mlal_lane_ld64_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neonv8_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__asm_aarch64_neon_mlal_lane_ld64_prfm) #endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY #if XNN_ARCH_ARM || XNN_ARCH_ARM64 static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__neon_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__neon_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__neon_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8__neon_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neon_mlal_dup(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neon_mlal_dup, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neon_mlal_dup) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld1r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld1r, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld1r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld2r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld2r, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld2r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld4r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld4r, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld4r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2s4__neon_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2s4__neon_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c2s4__neon_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neon_mlal_dup(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neon_mlal_dup, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neon_mlal_dup) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neon_mlal_ld1r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neon_mlal_ld1r, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neon_mlal_ld1r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neon_mlal_ld2r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neon_mlal_ld2r, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4__neon_mlal_ld2r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4s2__neon_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4s2__neon_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/4, /*sr=*/2, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c4s2__neon_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__neon_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__neon_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__neon_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16__neon_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16__neon_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16__neon_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16__neon_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8__neon_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8__neon_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8__neon_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8__neon_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neon_mlal_dup(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neon_mlal_dup, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neon_mlal_dup) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld1r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld1r, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld1r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld2r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld2r, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld2r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld4r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld4r, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld4r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2s4__neon_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2s4__neon_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c2s4__neon_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neon_mlal_dup(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neon_mlal_dup, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neon_mlal_dup) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neon_mlal_ld1r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neon_mlal_ld1r, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neon_mlal_ld1r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neon_mlal_ld2r(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neon_mlal_ld2r, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4__neon_mlal_ld2r) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4s2__neon_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4s2__neon_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/4, /*sr=*/2, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c4s2__neon_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__neon_mlal(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__neon_mlal, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__neon_mlal) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x16__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x16__neon_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x16__neon_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x16__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x16__neon_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x16__neon_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8__neon_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8__neon_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8__neon_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8__neon_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x16__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x16__neon_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x16__neon_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x16__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x16__neon_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x16__neon_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__neon_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__neon_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__neon_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8__neon_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__neon_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__neon_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__neon_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16__neon_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_6x8__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_6x8__neon_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_6x8__neon_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_6x8__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_6x8__neon_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_6x8__neon_mlal_lane_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_6x16__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_6x16__neon_mlal_lane, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_6x16__neon_mlal_lane) static void qs8_qc8w_gemm_minmax_fp32_ukernel_6x16__neon_mlal_lane_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_6x16__neon_mlal_lane_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_neon_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_6x16__neon_mlal_lane_prfm) #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ARCH_ARM static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x1c4__armsimd32(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x1c4__armsimd32, xnn_init_qs8_qc8w_conv_minmax_fp32_armsimd32_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/1, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckARMV6); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x1c4__armsimd32) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x2c4__armsimd32(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x2c4__armsimd32, xnn_init_qs8_qc8w_conv_minmax_fp32_armsimd32_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/2, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckARMV6); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x2c4__armsimd32) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x1c4__armsimd32(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x1c4__armsimd32, xnn_init_qs8_qc8w_conv_minmax_fp32_armsimd32_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/1, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckARMV6); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x1c4__armsimd32) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x2c4__armsimd32(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x2c4__armsimd32, xnn_init_qs8_qc8w_conv_minmax_fp32_armsimd32_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/2, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckARMV6); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x2c4__armsimd32) #endif // XNN_ARCH_ARM #if XNN_ENABLE_AVX512AMX && (XNN_ARCH_X86 || XNN_ARCH_X86_64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__avx512amx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__avx512amx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512AMX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__avx512amx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c4__avx512amx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c4__avx512amx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/7, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512AMX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c4__avx512amx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_16x16c4__avx512amx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_16x16c4__avx512amx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/16, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512AMX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_16x16c4__avx512amx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_16x16c4__avx512amx_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_16x16c4__avx512amx_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/16, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512AMX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_16x16c4__avx512amx_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x32c4__avx512amx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x32c4__avx512amx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/32, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512AMX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x32c4__avx512amx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_7x32c4__avx512amx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_7x32c4__avx512amx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/7, /*nr=*/32, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512AMX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_7x32c4__avx512amx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_16x32c4__avx512amx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_16x32c4__avx512amx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/16, /*nr=*/32, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512AMX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_16x32c4__avx512amx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_16x32c4__avx512amx_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_16x32c4__avx512amx_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/16, /*nr=*/32, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512AMX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_16x32c4__avx512amx_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x64c4__avx512amx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x64c4__avx512amx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/64, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512AMX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x64c4__avx512amx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_7x64c4__avx512amx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_7x64c4__avx512amx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/7, /*nr=*/64, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512AMX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_7x64c4__avx512amx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_16x64c4__avx512amx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_16x64c4__avx512amx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/16, /*nr=*/64, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512AMX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_16x64c4__avx512amx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_16x64c4__avx512amx_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_16x64c4__avx512amx_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/16, /*nr=*/64, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512AMX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_16x64c4__avx512amx_prfm) #endif // XNN_ENABLE_AVX512AMX && (XNN_ARCH_X86 || XNN_ARCH_X86_64) #if XNN_ENABLE_AVX512VNNI && (XNN_ARCH_X86 || XNN_ARCH_X86_64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c4__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c4__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/5, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c4__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c4__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c4__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/7, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c4__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c4__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c4__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/8, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c4__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_9x16c4__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_9x16c4__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/9, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_9x16c4__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_10x16c4__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_10x16c4__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/10, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_10x16c4__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_12x16c4__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_12x16c4__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/12, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_12x16c4__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_14x16c4__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_14x16c4__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/14, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_14x16c4__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c4__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c4__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/5, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c4__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c4__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c4__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/7, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c4__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c4__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c4__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/8, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c4__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_9x16c4__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_9x16c4__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/9, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_9x16c4__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_10x16c4__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_10x16c4__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/10, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_10x16c4__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_12x16c4__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_12x16c4__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/12, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_12x16c4__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_14x16c4__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_14x16c4__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/14, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_14x16c4__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c8__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c8__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/5, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c8__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c8__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c8__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/7, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c8__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/8, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_9x16c8__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_9x16c8__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/9, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_9x16c8__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_10x16c8__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_10x16c8__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/10, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_10x16c8__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_12x16c8__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_12x16c8__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/12, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_12x16c8__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_14x16c8__avx512vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_14x16c8__avx512vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/14, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_14x16c8__avx512vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c8__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c8__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/5, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c8__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c8__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c8__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/7, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c8__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/8, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_9x16c8__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_9x16c8__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/9, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_9x16c8__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_10x16c8__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_10x16c8__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/10, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_10x16c8__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_12x16c8__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_12x16c8__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/12, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_12x16c8__avx512vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_14x16c8__avx512vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_14x16c8__avx512vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/14, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_14x16c8__avx512vnni_prfm) #endif // XNN_ENABLE_AVX512VNNI && (XNN_ARCH_X86 || XNN_ARCH_X86_64) #if XNN_ENABLE_AVX512SKX && (XNN_ARCH_X86 || XNN_ARCH_X86_64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__avx512skx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__avx512skx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512SKX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__avx512skx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c8__avx512skx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c8__avx512skx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/5, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512SKX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c8__avx512skx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c8__avx512skx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c8__avx512skx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/7, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512SKX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c8__avx512skx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__avx512skx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__avx512skx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/8, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512SKX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__avx512skx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__avx512skx_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__avx512skx_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512SKX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c8__avx512skx_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c8__avx512skx_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c8__avx512skx_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/5, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512SKX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_5x16c8__avx512skx_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c8__avx512skx_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c8__avx512skx_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/7, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512SKX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_7x16c8__avx512skx_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__avx512skx_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__avx512skx_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/8, /*nr=*/16, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX512SKX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_8x16c8__avx512skx_prfm) #endif // XNN_ENABLE_AVX512SKX && (XNN_ARCH_X86 || XNN_ARCH_X86_64) #if XNN_ENABLE_AVX256VNNI && (XNN_ARCH_X86 || XNN_ARCH_X86_64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avx256vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avx256vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avx256vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avx256vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avx256vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/5, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avx256vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_7x8c8__avx256vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_7x8c8__avx256vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/7, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_7x8c8__avx256vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__avx256vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__avx256vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/8, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__avx256vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_9x8c8__avx256vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_9x8c8__avx256vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/9, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_9x8c8__avx256vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_10x8c8__avx256vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_10x8c8__avx256vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/10, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_10x8c8__avx256vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_12x8c8__avx256vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_12x8c8__avx256vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/12, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_12x8c8__avx256vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_14x8c8__avx256vnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_14x8c8__avx256vnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/14, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_14x8c8__avx256vnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avx256vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avx256vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avx256vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avx256vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avx256vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/5, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avx256vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_7x8c8__avx256vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_7x8c8__avx256vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/7, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_7x8c8__avx256vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__avx256vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__avx256vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/8, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__avx256vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_9x8c8__avx256vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_9x8c8__avx256vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/9, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_9x8c8__avx256vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_10x8c8__avx256vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_10x8c8__avx256vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/10, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_10x8c8__avx256vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_12x8c8__avx256vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_12x8c8__avx256vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/12, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_12x8c8__avx256vnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_14x8c8__avx256vnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_14x8c8__avx256vnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/14, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256VNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_14x8c8__avx256vnni_prfm) #endif // XNN_ENABLE_AVX256VNNI && (XNN_ARCH_X86 || XNN_ARCH_X86_64) #if XNN_ENABLE_AVX256SKX && (XNN_ARCH_X86 || XNN_ARCH_X86_64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avx256skx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avx256skx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256SKX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avx256skx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__avx256skx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__avx256skx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256SKX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__avx256skx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__avx256skx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__avx256skx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256SKX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__avx256skx) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__avx256skx(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__avx256skx, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX256SKX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__avx256skx) #endif // XNN_ENABLE_AVX256SKX && (XNN_ARCH_X86 || XNN_ARCH_X86_64) #if XNN_ENABLE_AVXVNNIINT8 && (XNN_ARCH_X86 || XNN_ARCH_X86_64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avxvnniint8_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avxvnniint8_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNIINT8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avxvnniint8_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avxvnniint8_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avxvnniint8_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/5, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNIINT8); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avxvnniint8_prfm) #endif // XNN_ENABLE_AVXVNNIINT8 && (XNN_ARCH_X86 || XNN_ARCH_X86_64) #if XNN_ENABLE_AVXVNNI && (XNN_ARCH_X86 || XNN_ARCH_X86_64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avxvnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avxvnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avxvnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__avxvnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__avxvnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__avxvnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__avxvnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__avxvnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__avxvnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__avxvnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__avxvnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__avxvnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avxvnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avxvnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/5, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avxvnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_6x8c8__avxvnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_6x8c8__avxvnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/6, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_6x8c8__avxvnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_7x8c8__avxvnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_7x8c8__avxvnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/7, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_7x8c8__avxvnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__avxvnni(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__avxvnni, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/8, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__avxvnni) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avxvnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avxvnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avxvnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__avxvnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__avxvnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__avxvnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__avxvnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__avxvnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__avxvnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__avxvnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__avxvnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__avxvnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avxvnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avxvnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/5, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_5x8c8__avxvnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_6x8c8__avxvnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_6x8c8__avxvnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/6, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_6x8c8__avxvnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_7x8c8__avxvnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_7x8c8__avxvnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/7, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_7x8c8__avxvnni_prfm) static void qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__avxvnni_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__avxvnni_prfm, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/8, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVXVNNI); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_8x8c8__avxvnni_prfm) #endif // XNN_ENABLE_AVXVNNI && (XNN_ARCH_X86 || XNN_ARCH_X86_64) #if XNN_ARCH_X86 || XNN_ARCH_X86_64 static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avx2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avx2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX2); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__avx2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__avx2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__avx2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX2); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__avx2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__avx2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__avx2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX2); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__avx2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__avx2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__avx2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX2); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__avx2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__avx_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__avx_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__avx_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__avx_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__avx_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__avx_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__avx_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__avx_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__avx_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__avx_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__avx_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__avx_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__avx_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__avx_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__avx_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__avx_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__avx_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__avx_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__avx_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__avx_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__avx_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__avx_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__avx_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__avx_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__avx_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__avx_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__avx_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__avx_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__avx_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__avx_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__avx_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__avx_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__avx_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__avx_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__avx_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__avx_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__avx_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__avx_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__avx_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__avx_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__avx_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__avx_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__avx_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__avx_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__avx_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__avx_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__avx_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__avx_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__avx_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__avx_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__avx_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__avx_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__avx_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__avx_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__avx_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__avx_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__avx_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__avx_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__avx_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__avx_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__avx_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__avx_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__avx_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__avx_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__avx_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckAVX); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__avx_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__sse41_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__sse41_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__sse41_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__sse41_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__sse41_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__sse41_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__sse41_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__sse41_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__sse41_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__sse41_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__sse41_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__sse41_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__sse41_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__sse41_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__sse41_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__sse41_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__sse41_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__sse41_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__sse41_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__sse41_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__sse41_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__sse41_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__sse41_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__sse41_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__sse41_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__sse41_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__sse41_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__sse41_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__sse41_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__sse41_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__sse41_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__sse41_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__sse41_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__sse41_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__sse41_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__sse41_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__sse41_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__sse41_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__sse41_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__sse41_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__sse41_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__sse41_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__sse41_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__sse41_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__sse41_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__sse41_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__sse41_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__sse41_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__sse41_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__sse41_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__sse41_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__sse41_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__sse41_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__sse41_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckSSE41); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__sse2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__sse2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__sse2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__sse2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__sse2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__sse2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__sse2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__sse2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__sse2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__sse2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__sse2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2__sse2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__sse2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__sse2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2__sse2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__sse2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__sse2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2__sse2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2__sse2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__sse2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__sse2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__sse2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__sse2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__sse2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__sse2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__sse2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__sse2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__sse2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__sse2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__sse2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__sse2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__sse2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__sse2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c2s4__sse2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__sse2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__sse2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c2s4__sse2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__sse2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__sse2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c2s4__sse2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__sse2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__sse2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/2, /*sr=*/4, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c2s4__sse2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__sse2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__sse2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__sse2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld64, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld64) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__sse2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__sse2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c8__sse2_ld128) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld128(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld128, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld128) #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ARCH_WASMRELAXEDSIMD static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c16__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c16__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c16__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c16__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c16__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4c16__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c16__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c16__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c16__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c16__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c16__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c16__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c16__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c16__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c16__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c16__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c16__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4c16__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c16__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c16__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c16__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c16__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c16__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c16__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c16__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c16__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c16__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c16__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c16__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4c16__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c16__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c16__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c16__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c16__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c16__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c16__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c16__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c16__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c16__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c16__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c16__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4c16__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c16__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c16__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c16__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c16__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c16__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/16, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c16__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__wasmusdot_u2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__wasmusdot_u2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__wasmusdot_u2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__wasmusdot_u2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__wasmusdot_u2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__wasmusdot_u2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__wasmusdot_u2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__wasmusdot_u2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__wasmusdot_u2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__wasmusdot_u2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__wasmusdot_u2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__wasmusdot_u2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__wasmsdot_u2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__wasmsdot_u2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x8c8__wasmsdot_u2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__wasmsdot_u2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__wasmsdot_u2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x8c8__wasmsdot_u2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__wasmsdot_u2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__wasmsdot_u2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x8c8__wasmsdot_u2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__wasmsdot_u2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__wasmsdot_u2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/8, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x8c8__wasmsdot_u2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmusdot_u2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmusdot_u2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmusdot_u2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmusdot_u2_acc2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmusdot_u2_acc2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmusdot_u2_acc2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmusdot_u2_acc2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmusdot_u2_acc2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmusdot_u2_acc2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmusdot_u2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmusdot_u2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmusdot_u2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmusdot_u2_acc2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmusdot_u2_acc2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmusdot_u2_acc2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmusdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmusdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmusdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmusdot_u2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmusdot_u2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmUSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmusdot_u2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmsdot_u2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmsdot_u2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmsdot_u2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmsdot_u2_acc2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmsdot_u2_acc2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x16c4__wasmsdot_u2_acc2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmsdot_u2_acc2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmsdot_u2_acc2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmsdot_u2_acc2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmsdot_u2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmsdot_u2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x16c4__wasmsdot_u2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmsdot_u2_acc2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmsdot_u2_acc2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmsdot_u2_acc2) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmsdot(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmsdot, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmsdot) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmsdot_u2(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmsdot_u2, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_to_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/4, /*sr=*/1, benchmark::utils::CheckWAsmSDOT); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x16c4__wasmsdot_u2) #endif // XNN_ARCH_WASMRELAXEDSIMD static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x2__scalar_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x2__scalar_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x2__scalar_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x2__scalar_imagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x2__scalar_imagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x2__scalar_imagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x2__scalar_lrintf(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x2__scalar_lrintf, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x2__scalar_lrintf) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4__scalar_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4__scalar_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4__scalar_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4__scalar_imagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4__scalar_imagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4__scalar_imagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_1x4__scalar_lrintf(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_1x4__scalar_lrintf, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_1x4__scalar_lrintf) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x2__scalar_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x2__scalar_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x2__scalar_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x2__scalar_imagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x2__scalar_imagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x2__scalar_imagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x2__scalar_lrintf(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x2__scalar_lrintf, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x2__scalar_lrintf) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4__scalar_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4__scalar_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4__scalar_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4__scalar_imagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4__scalar_imagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4__scalar_imagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_2x4__scalar_lrintf(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_2x4__scalar_lrintf, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_2x4__scalar_lrintf) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x2__scalar_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x2__scalar_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x2__scalar_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x2__scalar_imagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x2__scalar_imagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x2__scalar_imagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x2__scalar_lrintf(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x2__scalar_lrintf, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x2__scalar_lrintf) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4__scalar_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4__scalar_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4__scalar_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4__scalar_imagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4__scalar_imagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4__scalar_imagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_3x4__scalar_lrintf(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_3x4__scalar_lrintf, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_3x4__scalar_lrintf) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x2__scalar_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x2__scalar_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x2__scalar_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x2__scalar_imagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x2__scalar_imagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x2__scalar_imagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x2__scalar_lrintf(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x2__scalar_lrintf, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x2__scalar_lrintf) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4__scalar_fmagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4__scalar_fmagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4__scalar_fmagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4__scalar_imagic(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4__scalar_imagic, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4__scalar_imagic) static void qs8_qc8w_gemm_minmax_fp32_ukernel_4x4__scalar_lrintf(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qs8_qc8w_gemm_minmax_fp32_ukernel_4x4__scalar_lrintf, xnn_init_qs8_qc8w_conv_minmax_fp32_scalar_params, xnn_pack_qs8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qs8_qc8w_gemm_minmax_fp32_ukernel_4x4__scalar_lrintf) #ifndef XNNPACK_BENCHMARK_NO_MAIN BENCHMARK_MAIN(); #endif