// 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.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( "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 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); 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( "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_4X4__ASM_AARCH32_VFP_LD64, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/2, /*adj_k_block=*/2, /*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_ukernel_4x4__asm_aarch32_vfp_ld64, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY #if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD INSTANTIATE_TEST_SUITE_P( F32_GEMM_3X8__WASMSIMD_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_ukernel_3x8__wasmsimd_loadsplat, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_3X8__WASMSIMD_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_ukernel_3x8__wasmsimd_splat, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_3X8S4__WASMSIMD, 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_ukernel_3x8s4__wasmsimd, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_4X2C4__WASMSIMD, 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_ukernel_4x2c4__wasmsimd, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_4X8__WASMSIMD_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_ukernel_4x8__wasmsimd_loadsplat, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_4X8S4__WASMSIMD, 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_ukernel_4x8s4__wasmsimd, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_5X8__WASMSIMD_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_ukernel_5x8__wasmsimd_loadsplat, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_5X8S4__WASMSIMD, GemmTest, testing::ValuesIn(CreateTests1( /*k_block=*/4, /*adj_k_block=*/4, /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/4, /*is_igemm=*/false, /*unsigned_inputs=*/false, [](GemmMicrokernelTester& tester) { tester.Test(xnn_f32_gemm_ukernel_5x8s4__wasmsimd, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_6X8__WASMSIMD_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_ukernel_6x8__wasmsimd_splat, 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_1X8__WASMRELAXEDSIMD_FMA_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_ukernel_1x8__wasmrelaxedsimd_fma_loadsplat, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_3X8__WASMRELAXEDSIMD_FMA_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_ukernel_3x8__wasmrelaxedsimd_fma_loadsplat, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_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_ukernel_3x8s4__wasmrelaxedsimd_fma, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_4X8__WASMRELAXEDSIMD_FMA_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_ukernel_4x8__wasmrelaxedsimd_fma_loadsplat, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_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_ukernel_4x8s4__wasmrelaxedsimd_fma, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_5X8__WASMRELAXEDSIMD_FMA_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_ukernel_5x8__wasmrelaxedsimd_fma_loadsplat, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); INSTANTIATE_TEST_SUITE_P( F32_GEMM_6X8__WASMRELAXEDSIMD_FMA_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_ukernel_6x8__wasmrelaxedsimd_fma_loadsplat, xnn_pack_f32_gemm_goi_w); })), [](const testing::TestParamInfo& info) { return info.param.test_name; }); #endif // XNN_ARCH_WASMRELAXEDSIMD INSTANTIATE_TEST_SUITE_P( F32_GEMM_2X4__SCALAR, 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_ukernel_2x4__scalar, 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_1X4V__RVV, GemmTest, testing::ValuesIn(CreateTests2( /*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_ukernel_1x4v__rvv, 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_7X4V__RVV, GemmTest, testing::ValuesIn(CreateTests2( /*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_ukernel_7x4v__rvv, 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