// 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/qu8-gemm-minmax-rndnu.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_ARM && XNN_ENABLE_ASSEMBLY static void qu8_gemm_minmax_rndnu_ukernel_1x8__asm_aarch32_neon_mlal_lane_cortex_a7(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_1x8__asm_aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_1x8__asm_aarch32_neon_mlal_lane_cortex_a7) static void qu8_gemm_minmax_rndnu_ukernel_1x8__asm_aarch32_neon_mlal_lane_cortex_a7_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_1x8__asm_aarch32_neon_mlal_lane_cortex_a7_prfm, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_1x8__asm_aarch32_neon_mlal_lane_cortex_a7_prfm) static void qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a7(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a7) static void qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a7_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a7_prfm, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a7_prfm) static void qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a53(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a53) static void qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a53_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a53_prfm, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_cortex_a53_prfm) static void qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_ld64, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_ld64) static void qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_ld64_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__asm_aarch32_neon_mlal_lane_ld64_prfm, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_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 qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53) static void qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53_prfm, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53_prfm) static void qu8_gemm_minmax_rndnu16_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu16_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53_prfm, xnn_init_qu8_conv_minmax_rndnu16_scalar_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu16_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a53_prfm) static void qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a75(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a75) static void qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a75_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a75_prfm, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_cortex_a75_prfm) static void qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_ld64(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_ld64, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_ld64) static void qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_ld64_prfm(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__asm_aarch64_neon_mlal_lane_ld64_prfm, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_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 qu8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane) static void qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane) static void qu8_gemm_minmax_rndnu16_ukernel_1x16__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu16_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu16_scalar_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu16_ukernel_1x16__neon_mlal_lane) static void qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/2, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane) static void qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/2, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane) static void qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane) static void qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane) static void qu8_gemm_minmax_rndnu_ukernel_4x8__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_4x8__neon_mlal_lane) static void qu8_gemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane) static void qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane) static void qu8_gemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1, benchmark::utils::CheckNEON); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane) #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 static void qu8_gemm_minmax_rndnu_ukernel_1x2__scalar(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_1x2__scalar, xnn_init_qu8_conv_minmax_rndnu_scalar_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_1x2__scalar) static void qu8_gemm_minmax_rndnu_ukernel_1x4__scalar(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_1x4__scalar, xnn_init_qu8_conv_minmax_rndnu_scalar_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/1, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_1x4__scalar) static void qu8_gemm_minmax_rndnu_ukernel_2x2__scalar(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_2x2__scalar, xnn_init_qu8_conv_minmax_rndnu_scalar_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/2, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_2x2__scalar) static void qu8_gemm_minmax_rndnu_ukernel_2x4__scalar(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_2x4__scalar, xnn_init_qu8_conv_minmax_rndnu_scalar_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/2, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_2x4__scalar) static void qu8_gemm_minmax_rndnu_ukernel_3x2__scalar(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_3x2__scalar, xnn_init_qu8_conv_minmax_rndnu_scalar_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_3x2__scalar) static void qu8_gemm_minmax_rndnu_ukernel_3x4__scalar(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_3x4__scalar, xnn_init_qu8_conv_minmax_rndnu_scalar_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/3, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_3x4__scalar) static void qu8_gemm_minmax_rndnu_ukernel_4x2__scalar(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x2__scalar, xnn_init_qu8_conv_minmax_rndnu_scalar_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_4x2__scalar) static void qu8_gemm_minmax_rndnu_ukernel_4x4__scalar(benchmark::State& state, const char* net) { GEMMBenchmark(state, xnn_qu8_gemm_minmax_rndnu_ukernel_4x4__scalar, xnn_init_qu8_conv_minmax_rndnu_scalar_params, xnn_pack_qu8_gemm_goi_w, /*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*isa_check=*/nullptr); } BENCHMARK_GEMM(qu8_gemm_minmax_rndnu_ukernel_4x4__scalar) #ifndef XNNPACK_BENCHMARK_NO_MAIN BENCHMARK_MAIN(); #endif