// Copyright (c) Facebook, Inc. and its affiliates. // All rights reserved. // // Copyright 2019 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/f32-gemm-minmax.yaml // Generator: tools/generate-gemm-test.py #include #include #include #include #include #include "xnnpack/allocator.h" #include "xnnpack/common.h" #include "xnnpack/gemm.h" #include "xnnpack/igemm.h" #include "xnnpack/isa-checks.h" #include "xnnpack/microparams-init.h" #include "xnnpack/pack.h" #include "xnnpack/packw.h" #include "xnnpack/ppmm.h" #include "xnnpack/requantization.h" #include "gemm-microkernel-tester.h" #include "next_prime.h" namespace { std::vector CreateTests1( size_t k_block, size_t adj_k_block, size_t mr, size_t nr, size_t kr, size_t sr, bool is_igemm, bool unsigned_inputs, std::function test_func, std::function isa_check = nullptr) { std::string kbs = std::to_string(k_block); std::string kb2s = std::to_string(k_block * 2); std::string akbs = std::to_string(adj_k_block); std::string nrs = std::to_string(nr); const GemmMicrokernelTester tester = GemmMicrokernelTester() .mr(mr).nr(nr).kr(kr).sr(sr).unsigned_inputs(unsigned_inputs); std::vector gemm_tests; gemm_tests.reserve(42); gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs, tester.clone() .m(mr).n(nr).k(k_block) , test_func, isa_check)); gemm_tests.push_back(GemmTestParams( "strided_cn", tester.clone() .m(mr).n(nr).k(k_block) .cn_stride(xnnpack::NextPrime(nr + 1)) , test_func, isa_check)); if (!is_igemm) { gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs + "_strided_a", tester.clone() .m(mr).n(nr).k(k_block) .a_stride(xnnpack::NextPrime(k_block + 1)) , test_func, isa_check)); } gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs + "_subtile", tester.clone() .k(k_block).iterations(1) , test_func, isa_check) .loop_n(1, nr) .loop_m(1, mr)); gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs + "_subtile_m", tester.clone() .n(nr).k(k_block).iterations(1) , test_func, isa_check) .loop_m(1, mr)); gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs + "_subtile_n", tester.clone() .m(mr).k(k_block).iterations(1) , test_func, isa_check) .loop_n(1, nr)); if (k_block > 1) { gemm_tests.push_back(GemmTestParams( "k_lt_" + akbs, tester.clone() .m(mr).n(nr) , test_func, isa_check) .loop_k(1, adj_k_block - 1)); if (!is_igemm) { gemm_tests.push_back(GemmTestParams( "k_lt_" + akbs + "_strided_a", tester.clone() .m(mr).n(nr) .a_stride(xnnpack::NextPrime(adj_k_block + 1)) , test_func, isa_check) .loop_k(1, adj_k_block - 1)); } gemm_tests.push_back(GemmTestParams( "k_lt_" + akbs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_k(1, adj_k_block - 1) .loop_n(1, nr) .loop_m(1, mr)); } gemm_tests.push_back(GemmTestParams( "k_gt_" + akbs, tester.clone() .m(mr).n(nr) , test_func, isa_check) .loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block)); if (is_igemm) { gemm_tests.push_back(GemmTestParams( "k_gt_" + akbs + "_strided_a", tester.clone() .m(mr).n(nr) .a_stride(xnnpack::NextPrime(adj_k_block * 2 + 1)) , test_func, isa_check) .loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block)); } gemm_tests.push_back(GemmTestParams( "k_gt_" + akbs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block) .loop_n(1, nr) .loop_m(1, mr)); if (k_block > 1) { gemm_tests.push_back(GemmTestParams( "k_div_" + kbs, tester.clone() .m(mr).n(nr) , test_func, isa_check) .loop_k(adj_k_block + k_block, k_block * 5, k_block)); if (is_igemm) { gemm_tests.push_back(GemmTestParams( "k_div_" + kbs + "_strided_a", tester.clone() .m(mr).n(nr) .a_stride(xnnpack::NextPrime(k_block * 3 + 1)) , test_func, isa_check) .loop_k(adj_k_block + k_block, k_block * 3, k_block)); } gemm_tests.push_back(GemmTestParams( "k_div_" + kbs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_k(adj_k_block + k_block, k_block * 5, k_block) .loop_n(1, nr) .loop_m(1, mr)); } gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs, tester.clone() .m(mr) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs + "_strided_cn", tester.clone() .m(mr) .cn_stride(xnnpack::NextPrime(nr + 1)) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1) .loop_k(1, k_block * 3, k_block + 1)); if (!is_igemm) { gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs + "_strided_a", tester.clone() .m(mr) .a_stride(xnnpack::NextPrime(k_block * 3 + 1)) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1) .loop_k(1, k_block * 3, k_block)); } gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1) .loop_k(1, k_block * 3, k_block + 1) .loop_m(1, mr)); gemm_tests.push_back(GemmTestParams( "n_div_" + nrs, tester.clone() .m(mr) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "n_div_" + nrs + "_strided_cn", tester.clone() .m(mr) .cn_stride(xnnpack::NextPrime(nr + 1)) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block + 1)); if (!is_igemm) { gemm_tests.push_back(GemmTestParams( "n_div_" + nrs + "_strided_a", tester.clone() .m(mr) .a_stride(xnnpack::NextPrime(k_block * 3 + 1)) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block)); } gemm_tests.push_back(GemmTestParams( "n_div_" + nrs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block + 1) .loop_m(1, mr)); if (is_igemm) { gemm_tests.push_back(GemmTestParams( "small_kernel", tester.clone() .m(mr).n(nr).ks(3) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "small_kernel_subtile", tester.clone() .ks(3).iterations(1) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1) .loop_n(1, nr) .loop_m(1, mr)); gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs + "_small_kernel", tester.clone() .m(mr).ks(3) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "n_div_" + nrs + "_small_kernel", tester.clone() .m(mr).ks(3) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block + 1)); } gemm_tests.push_back(GemmTestParams( "strided_cm_subtile", tester.clone() .mr(mr).nr(nr).kr(kr).sr(sr) .cm_stride(xnnpack::NextPrime(nr + 1)) .iterations(1) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1) .loop_n(1, nr) .loop_m(1, mr)); if (is_igemm) { gemm_tests.push_back(GemmTestParams( "a_offset", tester.clone() .m(mr).n(nr).ks(3) .a_offset(xnnpack::NextPrime(mr * k_block * 3 + 1)) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "zero", tester.clone() .m(mr).n(nr).ks(3) .a_offset(xnnpack::NextPrime(mr * k_block * 3 + 1)) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1) .loop_zi(0, mr - 1)); } gemm_tests.push_back(GemmTestParams( "qmin", tester.clone() .m(mr).n(nr).k(k_block).qmin(128) , test_func, isa_check)); gemm_tests.push_back(GemmTestParams( "qmax", tester.clone() .m(mr).n(nr).k(k_block).qmax(128) , test_func, isa_check)); gemm_tests.push_back(GemmTestParams( "strided_cm", tester.clone() .m(mr).n(nr).k(k_block) .cm_stride(xnnpack::NextPrime(nr + 1)) , test_func, isa_check)); return gemm_tests; } std::vector CreateTests2( size_t k_block, size_t adj_k_block, size_t mr, size_t nr, size_t kr, size_t sr, bool is_igemm, bool unsigned_inputs, std::function test_func, std::function isa_check = nullptr) { std::string kbs = std::to_string(k_block); std::string kb2s = std::to_string(k_block * 2); std::string akbs = std::to_string(adj_k_block); std::string nrs = std::to_string(nr); const GemmMicrokernelTester tester = GemmMicrokernelTester() .mr(mr).nr(nr).kr(kr).sr(sr).unsigned_inputs(unsigned_inputs); std::vector gemm_tests; gemm_tests.reserve(42); gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs, tester.clone() .m(mr).n(nr).k(k_block) , test_func, isa_check)); gemm_tests.push_back(GemmTestParams( "strided_cn", tester.clone() .m(mr).n(nr).k(k_block) .cn_stride(xnnpack::NextPrime(nr + 1)) , test_func, isa_check)); if (!is_igemm) { gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs + "_strided_a", tester.clone() .m(mr).n(nr).k(k_block) .a_stride(xnnpack::NextPrime(k_block + 1)) , test_func, isa_check)); } gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs + "_subtile", tester.clone() .k(k_block).iterations(1) , test_func, isa_check) .loop_n(1, nr) .loop_m(1, mr)); gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs + "_subtile_m", tester.clone() .n(nr).k(k_block).iterations(1) , test_func, isa_check) .loop_m(1, mr)); gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs + "_subtile_n", tester.clone() .m(mr).k(k_block).iterations(1) , test_func, isa_check) .loop_n(1, nr)); gemm_tests.push_back(GemmTestParams( "k_eq_" + kb2s, tester.clone() .m(mr).n(nr).k(k_block * 2) , test_func, isa_check)); if (!is_igemm) { gemm_tests.push_back(GemmTestParams( "k_eq_" + kb2s + "_strided_a", tester.clone() .m(mr).n(nr).k(k_block * 2) .a_stride(xnnpack::NextPrime(k_block * 2 + 1)) , test_func, isa_check)); } gemm_tests.push_back(GemmTestParams( "k_eq_" + kb2s + "_subtile", tester.clone() .k(k_block * 2).iterations(1) , test_func, isa_check) .loop_n(1, nr) .loop_m(1, mr)); if (k_block > 1) { gemm_tests.push_back(GemmTestParams( "k_lt_" + akbs, tester.clone() .m(mr).n(nr) , test_func, isa_check) .loop_k(1, adj_k_block - 1)); if (!is_igemm) { gemm_tests.push_back(GemmTestParams( "k_lt_" + akbs + "_strided_a", tester.clone() .m(mr).n(nr) .a_stride(xnnpack::NextPrime(adj_k_block + 1)) , test_func, isa_check) .loop_k(1, adj_k_block - 1)); } gemm_tests.push_back(GemmTestParams( "k_lt_" + akbs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_k(1, adj_k_block - 1) .loop_n(1, nr) .loop_m(1, mr)); } gemm_tests.push_back(GemmTestParams( "k_gt_" + akbs, tester.clone() .m(mr).n(nr) , test_func, isa_check) .loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block)); if (is_igemm) { gemm_tests.push_back(GemmTestParams( "k_gt_" + akbs + "_strided_a", tester.clone() .m(mr).n(nr) .a_stride(xnnpack::NextPrime(adj_k_block * 2 + 1)) , test_func, isa_check) .loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block)); } gemm_tests.push_back(GemmTestParams( "k_gt_" + akbs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block) .loop_n(1, nr) .loop_m(1, mr)); if (k_block > 1) { gemm_tests.push_back(GemmTestParams( "k_div_" + kbs, tester.clone() .m(mr).n(nr) , test_func, isa_check) .loop_k(adj_k_block + k_block, k_block * 5, k_block)); if (is_igemm) { gemm_tests.push_back(GemmTestParams( "k_div_" + kbs + "_strided_a", tester.clone() .m(mr).n(nr) .a_stride(xnnpack::NextPrime(k_block * 3 + 1)) , test_func, isa_check) .loop_k(adj_k_block + k_block, k_block * 3, k_block)); } gemm_tests.push_back(GemmTestParams( "k_div_" + kbs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_k(adj_k_block + k_block, k_block * 5, k_block) .loop_n(1, nr) .loop_m(1, mr)); } gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs, tester.clone() .m(mr) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs + "_strided_cn", tester.clone() .m(mr) .cn_stride(xnnpack::NextPrime(nr + 1)) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1) .loop_k(1, k_block * 3, k_block + 1)); if (!is_igemm) { gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs + "_strided_a", tester.clone() .m(mr) .a_stride(xnnpack::NextPrime(k_block * 3 + 1)) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1) .loop_k(1, k_block * 3, k_block)); } gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1) .loop_k(1, k_block * 3, k_block + 1) .loop_m(1, mr)); gemm_tests.push_back(GemmTestParams( "n_div_" + nrs, tester.clone() .m(mr) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "n_div_" + nrs + "_strided_cn", tester.clone() .m(mr) .cn_stride(xnnpack::NextPrime(nr + 1)) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block + 1)); if (!is_igemm) { gemm_tests.push_back(GemmTestParams( "n_div_" + nrs + "_strided_a", tester.clone() .m(mr) .a_stride(xnnpack::NextPrime(k_block * 3 + 1)) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block)); } gemm_tests.push_back(GemmTestParams( "n_div_" + nrs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block + 1) .loop_m(1, mr)); if (is_igemm) { gemm_tests.push_back(GemmTestParams( "small_kernel", tester.clone() .m(mr).n(nr).ks(3) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "small_kernel_subtile", tester.clone() .ks(3).iterations(1) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1) .loop_n(1, nr) .loop_m(1, mr)); gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs + "_small_kernel", tester.clone() .m(mr).ks(3) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "n_div_" + nrs + "_small_kernel", tester.clone() .m(mr).ks(3) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block + 1)); } gemm_tests.push_back(GemmTestParams( "strided_cm_subtile", tester.clone() .mr(mr).nr(nr).kr(kr).sr(sr) .cm_stride(xnnpack::NextPrime(nr + 1)) .iterations(1) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1) .loop_n(1, nr) .loop_m(1, mr)); if (is_igemm) { gemm_tests.push_back(GemmTestParams( "a_offset", tester.clone() .m(mr).n(nr).ks(3) .a_offset(xnnpack::NextPrime(mr * k_block * 3 + 1)) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "zero", tester.clone() .m(mr).n(nr).ks(3) .a_offset(xnnpack::NextPrime(mr * k_block * 3 + 1)) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1) .loop_zi(0, mr - 1)); } gemm_tests.push_back(GemmTestParams( "qmin", tester.clone() .m(mr).n(nr).k(k_block).qmin(128) , test_func, isa_check)); gemm_tests.push_back(GemmTestParams( "qmax", tester.clone() .m(mr).n(nr).k(k_block).qmax(128) , test_func, isa_check)); gemm_tests.push_back(GemmTestParams( "strided_cm", tester.clone() .m(mr).n(nr).k(k_block) .cm_stride(xnnpack::NextPrime(nr + 1)) , test_func, isa_check)); return gemm_tests; } #if XNN_ENABLE_RISCV_VECTOR && XNN_ARCH_RISCV std::vector CreateTests3( size_t k_block, size_t adj_k_block, size_t mr, size_t nr, size_t kr, size_t sr, bool is_igemm, bool unsigned_inputs, std::function test_func, std::function isa_check = nullptr) { std::string kbs = std::to_string(k_block); std::string kb2s = std::to_string(k_block * 2); std::string akbs = std::to_string(adj_k_block); nr = nr * xnn_init_hardware_config()->vlenb / sizeof(float); std::string nrs = std::to_string(nr); const GemmMicrokernelTester tester = GemmMicrokernelTester() .mr(mr).nr(nr).kr(kr).sr(sr).unsigned_inputs(unsigned_inputs); std::vector gemm_tests; gemm_tests.reserve(42); gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs, tester.clone() .m(mr).n(nr).k(k_block) , test_func, isa_check)); gemm_tests.push_back(GemmTestParams( "strided_cn", tester.clone() .m(mr).n(nr).k(k_block) .cn_stride(xnnpack::NextPrime(nr + 1)) , test_func, isa_check)); if (!is_igemm) { gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs + "_strided_a", tester.clone() .m(mr).n(nr).k(k_block) .a_stride(xnnpack::NextPrime(k_block + 1)) , test_func, isa_check)); } gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs + "_subtile", tester.clone() .k(k_block).iterations(1) , test_func, isa_check) .loop_n(1, nr) .loop_m(1, mr)); gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs + "_subtile_m", tester.clone() .n(nr).k(k_block).iterations(1) , test_func, isa_check) .loop_m(1, mr)); gemm_tests.push_back(GemmTestParams( "k_eq_" + kbs + "_subtile_n", tester.clone() .m(mr).k(k_block).iterations(1) , test_func, isa_check) .loop_n(1, nr)); if (k_block > 1) { gemm_tests.push_back(GemmTestParams( "k_lt_" + akbs, tester.clone() .m(mr).n(nr) , test_func, isa_check) .loop_k(1, adj_k_block - 1)); if (!is_igemm) { gemm_tests.push_back(GemmTestParams( "k_lt_" + akbs + "_strided_a", tester.clone() .m(mr).n(nr) .a_stride(xnnpack::NextPrime(adj_k_block + 1)) , test_func, isa_check) .loop_k(1, adj_k_block - 1)); } gemm_tests.push_back(GemmTestParams( "k_lt_" + akbs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_k(1, adj_k_block - 1) .loop_n(1, nr) .loop_m(1, mr)); } gemm_tests.push_back(GemmTestParams( "k_gt_" + akbs, tester.clone() .m(mr).n(nr) , test_func, isa_check) .loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block)); if (is_igemm) { gemm_tests.push_back(GemmTestParams( "k_gt_" + akbs + "_strided_a", tester.clone() .m(mr).n(nr) .a_stride(xnnpack::NextPrime(adj_k_block * 2 + 1)) , test_func, isa_check) .loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block)); } gemm_tests.push_back(GemmTestParams( "k_gt_" + akbs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block) .loop_n(1, nr) .loop_m(1, mr)); if (k_block > 1) { gemm_tests.push_back(GemmTestParams( "k_div_" + kbs, tester.clone() .m(mr).n(nr) , test_func, isa_check) .loop_k(adj_k_block + k_block, k_block * 5, k_block)); if (is_igemm) { gemm_tests.push_back(GemmTestParams( "k_div_" + kbs + "_strided_a", tester.clone() .m(mr).n(nr) .a_stride(xnnpack::NextPrime(k_block * 3 + 1)) , test_func, isa_check) .loop_k(adj_k_block + k_block, k_block * 3, k_block)); } gemm_tests.push_back(GemmTestParams( "k_div_" + kbs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_k(adj_k_block + k_block, k_block * 5, k_block) .loop_n(1, nr) .loop_m(1, mr)); } gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs, tester.clone() .m(mr) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1, 4) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs + "_strided_cn", tester.clone() .m(mr) .cn_stride(xnnpack::NextPrime(nr + 1)) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1, 4) .loop_k(1, k_block * 3, k_block + 1)); if (!is_igemm) { gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs + "_strided_a", tester.clone() .m(mr) .a_stride(xnnpack::NextPrime(k_block * 3 + 1)) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1, 4) .loop_k(1, k_block * 3, k_block)); } gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1, 4) .loop_k(1, k_block * 3, k_block + 1) .loop_m(1, mr)); gemm_tests.push_back(GemmTestParams( "n_div_" + nrs, tester.clone() .m(mr) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "n_div_" + nrs + "_strided_cn", tester.clone() .m(mr) .cn_stride(xnnpack::NextPrime(nr + 1)) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block + 1)); if (!is_igemm) { gemm_tests.push_back(GemmTestParams( "n_div_" + nrs + "_strided_a", tester.clone() .m(mr) .a_stride(xnnpack::NextPrime(k_block * 3 + 1)) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block)); } gemm_tests.push_back(GemmTestParams( "n_div_" + nrs + "_subtile", tester.clone() .iterations(1) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block + 1) .loop_m(1, mr)); if (is_igemm) { gemm_tests.push_back(GemmTestParams( "small_kernel", tester.clone() .m(mr).n(nr).ks(3) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "small_kernel_subtile", tester.clone() .ks(3).iterations(1) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1) .loop_n(1, nr) .loop_m(1, mr)); gemm_tests.push_back(GemmTestParams( "n_gt_" + nrs + "_small_kernel", tester.clone() .m(mr).ks(3) , test_func, isa_check) .loop_n(nr + 1, nr * 2 - 1, 4) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "n_div_" + nrs + "_small_kernel", tester.clone() .m(mr).ks(3) , test_func, isa_check) .loop_n(nr * 2, nr * 3, nr) .loop_k(1, k_block * 3, k_block + 1)); } gemm_tests.push_back(GemmTestParams( "strided_cm_subtile", tester.clone() .mr(mr).nr(nr).kr(kr).sr(sr) .cm_stride(xnnpack::NextPrime(nr + 1)) .iterations(1) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1) .loop_n(1, nr) .loop_m(1, mr)); if (is_igemm) { gemm_tests.push_back(GemmTestParams( "a_offset", tester.clone() .m(mr).n(nr).ks(3) .a_offset(xnnpack::NextPrime(mr * k_block * 3 + 1)) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1)); gemm_tests.push_back(GemmTestParams( "zero", tester.clone() .m(mr).n(nr).ks(3) .a_offset(xnnpack::NextPrime(mr * k_block * 3 + 1)) , test_func, isa_check) .loop_k(1, k_block * 3, k_block + 1) .loop_zi(0, mr - 1)); } gemm_tests.push_back(GemmTestParams( "qmin", tester.clone() .m(mr).n(nr).k(k_block).qmin(128) , test_func, isa_check)); gemm_tests.push_back(GemmTestParams( "qmax", tester.clone() .m(mr).n(nr).k(k_block).qmax(128) , test_func, isa_check)); gemm_tests.push_back(GemmTestParams( "strided_cm", tester.clone() .m(mr).n(nr).k(k_block) .cm_stride(xnnpack::NextPrime(nr + 1)) , test_func, isa_check)); return gemm_tests; } #endif // XNN_ENABLE_RISCV_VECTOR && XNN_ARCH_RISCV } // namespace #if XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__ASM_AARCH32_NEON_CORTEX_A53_PRFM, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch32_neon_cortex_a53_prfm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__ASM_AARCH32_NEON_CORTEX_A7, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch32_neon_cortex_a7, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__ASM_AARCH32_NEON_CORTEX_A53_PRFM, GemmTest, testing::ValuesIn(CreateTests2( /*k_block=*/4, /*adj_k_block=*/8, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch32_neon_cortex_a53_prfm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__ASM_AARCH32_NEON_CORTEX_A55, GemmTest, testing::ValuesIn(CreateTests2( /*k_block=*/4, /*adj_k_block=*/8, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch32_neon_cortex_a55, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__ASM_AARCH32_NEON_CORTEX_A75, GemmTest, testing::ValuesIn(CreateTests2( /*k_block=*/4, /*adj_k_block=*/8, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch32_neon_cortex_a75, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__ASM_AARCH32_NEON_CORTEX_A75_PRFM, GemmTest, testing::ValuesIn(CreateTests2( /*k_block=*/4, /*adj_k_block=*/8, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch32_neon_cortex_a75_prfm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY #if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__ASM_AARCH64_NEON_LD128_ACC2, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neon_ld128_acc2, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__ASM_AARCH64_NEONFMA_CORTEX_A53, GemmTest, testing::ValuesIn(CreateTests2( /*k_block=*/8, /*adj_k_block=*/16, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_cortex_a53, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__ASM_AARCH64_NEONFMA_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__ASM_AARCH64_NEONFMA_LD64_ACC2_PRFM, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64_acc2_prfm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__ASM_AARCH64_NEONFMA_LD64_ACC4, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64_acc4, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__ASM_AARCH64_NEONFMA_LD64_PRFM, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64_prfm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__ASM_AARCH64_NEONFMA_LD128, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__ASM_AARCH64_NEONFMA_LD128_ACC2, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128_acc2, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__ASM_AARCH64_NEONFMA_LD128_ACC4_PRFM, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128_acc4_prfm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X12__ASM_AARCH64_NEONFMA_CORTEX_A53, GemmTest, testing::ValuesIn(CreateTests2( /*k_block=*/4, /*adj_k_block=*/8, /*mr=*/1, /*nr=*/12, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x12__asm_aarch64_neonfma_cortex_a53, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X1__ASM_AARCH64_NEONFMA_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/4, /*nr=*/1, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x1__asm_aarch64_neonfma_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X2__ASM_AARCH64_NEONFMA_CORTEX_A75, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/8, /*adj_k_block=*/8, /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x2__asm_aarch64_neonfma_cortex_a75, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X2__ASM_AARCH64_NEONFMA_CORTEX_A75_PRFM, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/8, /*adj_k_block=*/8, /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x2__asm_aarch64_neonfma_cortex_a75_prfm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X2__ASM_AARCH64_NEONFMA_LD128, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x2__asm_aarch64_neonfma_ld128, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__ASM_AARCH64_NEONFMA_CORTEX_A53, GemmTest, testing::ValuesIn(CreateTests2( /*k_block=*/4, /*adj_k_block=*/8, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch64_neonfma_cortex_a53, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__ASM_AARCH64_NEONFMA_LD128, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch64_neonfma_ld128, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X12__ASM_AARCH64_NEONFMA_CORTEX_A53, GemmTest, testing::ValuesIn(CreateTests2( /*k_block=*/4, /*adj_k_block=*/8, /*mr=*/4, /*nr=*/12, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x12__asm_aarch64_neonfma_cortex_a53, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_5X8__ASM_AARCH64_NEONFMA_CORTEX_A75_PRFM, GemmTest, testing::ValuesIn(CreateTests2( /*k_block=*/8, /*adj_k_block=*/16, /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_5x8__asm_aarch64_neonfma_cortex_a75_prfm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__ASM_AARCH64_NEONFMA_CORTEX_A53_PRFM, GemmTest, testing::ValuesIn(CreateTests2( /*k_block=*/4, /*adj_k_block=*/8, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_cortex_a53_prfm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__ASM_AARCH64_NEONFMA_CORTEX_A55, GemmTest, testing::ValuesIn(CreateTests2( /*k_block=*/4, /*adj_k_block=*/8, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_cortex_a55, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__ASM_AARCH64_NEONFMA_CORTEX_A75, GemmTest, testing::ValuesIn(CreateTests2( /*k_block=*/8, /*adj_k_block=*/16, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_cortex_a75, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__ASM_AARCH64_NEONFMA_CORTEX_A75_PRFM, GemmTest, testing::ValuesIn(CreateTests2( /*k_block=*/8, /*adj_k_block=*/16, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_cortex_a75_prfm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__ASM_AARCH64_NEONFMA_LD128, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_ld128, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY #if XNN_ARCH_ARM || XNN_ARCH_ARM64 INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X16__NEON_LANE_LD128, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x16__neon_lane_ld128, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X16__NEON_LANE_LD128, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x16__neon_lane_ld128, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_2X16__AARCH64_NEONFMA_LANE_LD128, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/2, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_2x16__aarch64_neonfma_lane_ld128, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_3X16__AARCH64_NEONFMA_LANE_LD128, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_3x16__aarch64_neonfma_lane_ld128, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X16__AARCH64_NEONFMA_LANE_LD128, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x16__aarch64_neonfma_lane_ld128, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM || XNN_ARCH_ARM64 INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__NEON_LANE_LD128, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__neon_lane_ld128, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__NEON_LANE_LD128, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__neon_lane_ld128, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__AARCH64_NEONFMA_LANE_LD128, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_lane_ld128, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__AARCH64_NEONFMA_LANE_LD128, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_lane_ld128, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__AARCH64_NEONFMA_LANE_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_lane_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM || XNN_ARCH_ARM64 INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__NEON_DUP_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__neon_dup_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__NEON_LANE_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8S4__NEON, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/4, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8s4__neon, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8S4__NEONFMA, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/4, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8s4__neonfma, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X2__AARCH64_NEONFMA_LANE_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x2__aarch64_neonfma_lane_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__AARCH64_NEONFMA_LANE_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_lane_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM || XNN_ARCH_ARM64 INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__NEON_DUP_LD128, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__neon_dup_ld128, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__NEON_LANE_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__neon_lane_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__NEONFMA_DUP_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__neonfma_dup_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8S4__NEON, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/4, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8s4__neon, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_5X8__AARCH64_NEONFMA_LANE_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_5x8__aarch64_neonfma_lane_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM || XNN_ARCH_ARM64 INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_5X8__NEON_LANE_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_5x8__neon_lane_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X2__AARCH64_NEONFMA_LANE_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/6, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x2__aarch64_neonfma_lane_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM || XNN_ARCH_ARM64 INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X2__NEON_LANE_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/6, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x2__neon_lane_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ARCH_ARM64 INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__AARCH64_NEONFMA_LANE_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_lane_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM64 #if XNN_ARCH_ARM || XNN_ARCH_ARM64 INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__NEON_DUP_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__neon_dup_ld64, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8S4__NEONFMA, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8s4__neonfma, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_8X8S4__NEONFMA, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/4, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_8x8s4__neonfma, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_ARM_NEON_FMA; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM || XNN_ARCH_ARM64 #if XNN_ARCH_X86 || XNN_ARCH_X86_64 INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_3X8__SSE_DUP, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_3x8__sse_dup, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_SSE; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_3X8__SSE_LOAD1, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_3x8__sse_load1, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_SSE; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_3X8S4__SSE, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/4, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_3x8s4__sse, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_SSE; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__SSE_LOAD1, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__sse_load1, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_SSE; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_5X8__SSE_DUP, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_5x8__sse_dup, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_SSE; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_5X8__SSE_LOAD1, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_5x8__sse_load1, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_SSE; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X2C4__SSE, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/6, /*nr=*/2, /*kr=*/4, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x2c4__sse, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_SSE; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__SSE_DUP, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__sse_dup, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_SSE; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8S4__SSE, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8s4__sse, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_SSE; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__AVX_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__avx_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_3X16__AVX_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_3x16__avx_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_5X8__AVX_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_5x8__avx_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__AVX_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__avx_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X16__AVX_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x16__avx_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__FMA3_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__fma3_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_FMA3; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X16__FMA3_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x16__fma3_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_FMA3; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_3X16__FMA3_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_3x16__fma3_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_FMA3; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__FMA3_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__fma3_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_FMA3; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_5X8__FMA3_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_5x8__fma3_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_FMA3; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_X86 || XNN_ARCH_X86_64 #if XNN_ENABLE_AVX512F && (XNN_ARCH_X86 || XNN_ARCH_X86_64) INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X16__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x16__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X16__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x16__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_7X16__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/7, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_7x16__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_8X16__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/8, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_8x16__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_9X16__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/9, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_9x16__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_10X16__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/10, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_10x16__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_11X16__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/11, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_11x16__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_16X16__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/16, /*nr=*/16, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_16x16__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X32__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/1, /*nr=*/32, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x32__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X32__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/6, /*nr=*/32, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x32__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_7X32__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/7, /*nr=*/32, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_7x32__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_8X32__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/8, /*nr=*/32, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_8x32__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_9X32__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/9, /*nr=*/32, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_9x32__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_10X32__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/10, /*nr=*/32, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_10x32__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_11X32__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/11, /*nr=*/32, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_11x32__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_16X32__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/16, /*nr=*/32, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_16x32__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X64__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/1, /*nr=*/64, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x64__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X64__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/6, /*nr=*/64, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x64__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_7X64__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/7, /*nr=*/64, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_7x64__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_8X64__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/8, /*nr=*/64, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_8x64__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_9X64__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/9, /*nr=*/64, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_9x64__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_10X64__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/10, /*nr=*/64, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_10x64__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_11X64__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/11, /*nr=*/64, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_11x64__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_16X64__AVX512F_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/16, /*nr=*/64, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_16x64__avx512f_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_X86_AVX512F; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ENABLE_AVX512F && (XNN_ARCH_X86 || XNN_ARCH_X86_64) #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__WASMSIMD_ARM_SPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_arm_splat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__WASMSIMD_X86_LOADSPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_x86_loadsplat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__WASMSIMD_X86_SPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_x86_splat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_3X8__WASMSIMD_X86_LOADSPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_3x8__wasmsimd_x86_loadsplat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_3X8S4__WASMSIMD_ARM, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/4, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_3x8s4__wasmsimd_arm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_3X8S4__WASMSIMD_X86, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/4, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_3x8s4__wasmsimd_x86, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X2C4__WASMSIMD_ARM, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/4, /*nr=*/2, /*kr=*/4, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x2c4__wasmsimd_arm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X2C4__WASMSIMD_X86, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/4, /*nr=*/2, /*kr=*/4, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x2c4__wasmsimd_x86, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__WASMSIMD_X86_LOADSPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__wasmsimd_x86_loadsplat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_5X8__WASMSIMD_ARM_LOADSPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_5x8__wasmsimd_arm_loadsplat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__WASMSIMD_ARM_SPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_arm_splat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__WASMSIMD_X86_LOADSPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_x86_loadsplat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__WASMSIMD_X86_SPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_x86_splat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8S4__WASMSIMD_ARM, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8s4__wasmsimd_arm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8S4__WASMSIMD_X86, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8s4__wasmsimd_x86, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_WASMRELAXEDSIMD INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X8__WASMRELAXEDSIMD_LOADSPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x8__wasmrelaxedsimd_loadsplat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_3X8__WASMRELAXEDSIMD_LOADSPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_3x8__wasmrelaxedsimd_loadsplat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_3X8__WASMRELAXEDSIMD_SPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_3x8__wasmrelaxedsimd_splat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_3X8S4__WASMRELAXEDSIMD_FMA, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/4, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_3x8s4__wasmrelaxedsimd_fma, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__WASMRELAXEDSIMD_LOADSPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__wasmrelaxedsimd_loadsplat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8__WASMRELAXEDSIMD_SPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8__wasmrelaxedsimd_splat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X8S4__WASMRELAXEDSIMD_FMA, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/4, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x8s4__wasmrelaxedsimd_fma, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_5X8__WASMRELAXEDSIMD_LOADSPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_5x8__wasmrelaxedsimd_loadsplat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_6X8__WASMRELAXEDSIMD_LOADSPLAT, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_6x8__wasmrelaxedsimd_loadsplat, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_WASMRELAXEDSIMD #if XNN_ARCH_WASM || XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_2X4__WASM, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/2, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_2x4__wasm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X2__WASM, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x2__wasm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X4__WASM, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x4__wasm, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_WASM || XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X4__SCALAR, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/1, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x4__scalar, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X2__SCALAR, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x2__scalar, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_4X4__SCALAR, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_4x4__scalar, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #if XNN_ENABLE_RISCV_VECTOR && XNN_ARCH_RISCV INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X4V__RVV, GemmTest, testing::ValuesIn(CreateTests3( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/1, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x4v__rvv, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_RISCV_VECTOR; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_7X4V__RVV, GemmTest, testing::ValuesIn(CreateTests3( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/7, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_7x4v__rvv, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_RISCV_VECTOR; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ENABLE_RISCV_VECTOR && XNN_ARCH_RISCV #if XNN_ENABLE_HVX && XNN_ARCH_HEXAGON INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_1X128__HVX_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/1, /*nr=*/128, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_1x128__hvx_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_HVX; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_2X128__HVX_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/2, /*nr=*/128, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_2x128__hvx_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_HVX; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_7X64__HVX_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/7, /*nr=*/64, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_7x64__hvx_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_HVX; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_8X32__HVX_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/8, /*nr=*/32, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_8x32__hvx_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_HVX; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_MINMAX_16X32__HVX_BROADCAST, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/1, /*adj_k_block=*/1, /*mr=*/16, /*nr=*/32, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_minmax_ukernel_16x32__hvx_broadcast, xnn_init_f32_minmax_scalar_params, xnn_pack_f32_gemm_goi_w); }, []() { TEST_REQUIRES_HVX; })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ENABLE_HVX && XNN_ARCH_HEXAGON