875 lines
29 KiB
C++
875 lines
29 KiB
C++
// Copyright (c) Facebook, Inc. and its affiliates.
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// All rights reserved.
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//
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// Copyright 2019 Google LLC
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//
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// This source code is licensed under the BSD-style license found in the
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// LICENSE file in the root directory of this source tree.
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//
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// Auto-generated file. Do not edit!
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// Specification: test/f32-gemm.yaml
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// Generator: tools/generate-gemm-test.py
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#include <cstddef>
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#include <functional>
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#include <string>
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#include <vector>
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#include <gtest/gtest.h>
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#include "xnnpack/allocator.h"
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#include "xnnpack/common.h"
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#include "xnnpack/gemm.h"
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#include "xnnpack/igemm.h"
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#include "xnnpack/isa-checks.h"
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#include "xnnpack/microparams-init.h"
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#include "xnnpack/pack.h"
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#include "xnnpack/packw.h"
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#include "xnnpack/ppmm.h"
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#include "xnnpack/requantization.h"
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#include "gemm-microkernel-tester.h"
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#include "next_prime.h"
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namespace {
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std::vector<GemmTestParams> CreateTests1(
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size_t k_block, size_t adj_k_block,
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size_t mr, size_t nr, size_t kr, size_t sr,
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bool is_igemm,
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bool unsigned_inputs,
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std::function<void(GemmMicrokernelTester& tester)> test_func,
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std::function<void()> isa_check = nullptr) {
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std::string kbs = std::to_string(k_block);
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std::string kb2s = std::to_string(k_block * 2);
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std::string akbs = std::to_string(adj_k_block);
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std::string nrs = std::to_string(nr);
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const GemmMicrokernelTester tester = GemmMicrokernelTester()
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.mr(mr).nr(nr).kr(kr).sr(sr).unsigned_inputs(unsigned_inputs);
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std::vector<GemmTestParams> gemm_tests;
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gemm_tests.reserve(42);
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gemm_tests.push_back(GemmTestParams(
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"k_eq_" + kbs,
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tester.clone()
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.m(mr).n(nr).k(k_block)
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, test_func, isa_check));
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gemm_tests.push_back(GemmTestParams(
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"strided_cn",
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tester.clone()
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.m(mr).n(nr).k(k_block)
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.cn_stride(xnnpack::NextPrime(nr + 1))
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, test_func, isa_check));
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if (!is_igemm) {
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gemm_tests.push_back(GemmTestParams(
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"k_eq_" + kbs + "_strided_a",
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tester.clone()
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.m(mr).n(nr).k(k_block)
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.a_stride(xnnpack::NextPrime(k_block + 1))
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, test_func, isa_check));
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}
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gemm_tests.push_back(GemmTestParams(
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"k_eq_" + kbs + "_subtile",
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tester.clone()
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.k(k_block).iterations(1)
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, test_func, isa_check)
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.loop_n(1, nr)
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.loop_m(1, mr));
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gemm_tests.push_back(GemmTestParams(
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"k_eq_" + kbs + "_subtile_m",
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tester.clone()
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.n(nr).k(k_block).iterations(1)
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, test_func, isa_check)
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.loop_m(1, mr));
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gemm_tests.push_back(GemmTestParams(
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"k_eq_" + kbs + "_subtile_n",
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tester.clone()
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.m(mr).k(k_block).iterations(1)
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, test_func, isa_check)
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.loop_n(1, nr));
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if (k_block > 1) {
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gemm_tests.push_back(GemmTestParams(
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"k_lt_" + akbs,
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tester.clone()
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.m(mr).n(nr)
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, test_func, isa_check)
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.loop_k(1, adj_k_block - 1));
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if (!is_igemm) {
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gemm_tests.push_back(GemmTestParams(
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"k_lt_" + akbs + "_strided_a",
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tester.clone()
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.m(mr).n(nr)
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.a_stride(xnnpack::NextPrime(adj_k_block + 1))
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, test_func, isa_check)
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.loop_k(1, adj_k_block - 1));
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}
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gemm_tests.push_back(GemmTestParams(
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"k_lt_" + akbs + "_subtile",
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tester.clone()
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.iterations(1)
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, test_func, isa_check)
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.loop_k(1, adj_k_block - 1)
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.loop_n(1, nr)
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.loop_m(1, mr));
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}
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gemm_tests.push_back(GemmTestParams(
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"k_gt_" + akbs,
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tester.clone()
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.m(mr).n(nr)
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, test_func, isa_check)
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.loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block));
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if (is_igemm) {
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gemm_tests.push_back(GemmTestParams(
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"k_gt_" + akbs + "_strided_a",
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tester.clone()
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.m(mr).n(nr)
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.a_stride(xnnpack::NextPrime(adj_k_block * 2 + 1))
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, test_func, isa_check)
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.loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block));
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}
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gemm_tests.push_back(GemmTestParams(
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"k_gt_" + akbs + "_subtile",
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tester.clone()
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.iterations(1)
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, test_func, isa_check)
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.loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block)
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.loop_n(1, nr)
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.loop_m(1, mr));
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if (k_block > 1) {
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gemm_tests.push_back(GemmTestParams(
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"k_div_" + kbs,
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tester.clone()
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.m(mr).n(nr)
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, test_func, isa_check)
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.loop_k(adj_k_block + k_block, k_block * 5, k_block));
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if (is_igemm) {
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gemm_tests.push_back(GemmTestParams(
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"k_div_" + kbs + "_strided_a",
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tester.clone()
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.m(mr).n(nr)
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.a_stride(xnnpack::NextPrime(k_block * 3 + 1))
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, test_func, isa_check)
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.loop_k(adj_k_block + k_block, k_block * 3, k_block));
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}
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gemm_tests.push_back(GemmTestParams(
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"k_div_" + kbs + "_subtile",
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tester.clone()
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.iterations(1)
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, test_func, isa_check)
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.loop_k(adj_k_block + k_block, k_block * 5, k_block)
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.loop_n(1, nr)
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.loop_m(1, mr));
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}
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gemm_tests.push_back(GemmTestParams(
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"n_gt_" + nrs,
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tester.clone()
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.m(mr)
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, test_func, isa_check)
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.loop_n(nr + 1, nr * 2 - 1)
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.loop_k(1, k_block * 3, k_block + 1));
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gemm_tests.push_back(GemmTestParams(
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"n_gt_" + nrs + "_strided_cn",
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tester.clone()
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.m(mr)
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.cn_stride(xnnpack::NextPrime(nr + 1))
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, test_func, isa_check)
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.loop_n(nr + 1, nr * 2 - 1)
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.loop_k(1, k_block * 3, k_block + 1));
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if (!is_igemm) {
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gemm_tests.push_back(GemmTestParams(
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"n_gt_" + nrs + "_strided_a",
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tester.clone()
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.m(mr)
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.a_stride(xnnpack::NextPrime(k_block * 3 + 1))
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, test_func, isa_check)
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.loop_n(nr + 1, nr * 2 - 1)
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.loop_k(1, k_block * 3, k_block));
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}
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gemm_tests.push_back(GemmTestParams(
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"n_gt_" + nrs + "_subtile",
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tester.clone()
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.iterations(1)
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, test_func, isa_check)
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.loop_n(nr + 1, nr * 2 - 1)
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.loop_k(1, k_block * 3, k_block + 1)
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.loop_m(1, mr));
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gemm_tests.push_back(GemmTestParams(
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"n_div_" + nrs,
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tester.clone()
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.m(mr)
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, test_func, isa_check)
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.loop_n(nr * 2, nr * 3, nr)
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.loop_k(1, k_block * 3, k_block + 1));
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gemm_tests.push_back(GemmTestParams(
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"n_div_" + nrs + "_strided_cn",
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tester.clone()
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.m(mr)
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.cn_stride(xnnpack::NextPrime(nr + 1))
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, test_func, isa_check)
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.loop_n(nr * 2, nr * 3, nr)
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.loop_k(1, k_block * 3, k_block + 1));
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if (!is_igemm) {
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gemm_tests.push_back(GemmTestParams(
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"n_div_" + nrs + "_strided_a",
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tester.clone()
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.m(mr)
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.a_stride(xnnpack::NextPrime(k_block * 3 + 1))
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, test_func, isa_check)
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.loop_n(nr * 2, nr * 3, nr)
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.loop_k(1, k_block * 3, k_block));
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}
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gemm_tests.push_back(GemmTestParams(
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"n_div_" + nrs + "_subtile",
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tester.clone()
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.iterations(1)
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, test_func, isa_check)
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.loop_n(nr * 2, nr * 3, nr)
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.loop_k(1, k_block * 3, k_block + 1)
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.loop_m(1, mr));
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if (is_igemm) {
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gemm_tests.push_back(GemmTestParams(
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"small_kernel",
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tester.clone()
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.m(mr).n(nr).ks(3)
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, test_func, isa_check)
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.loop_k(1, k_block * 3, k_block + 1));
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gemm_tests.push_back(GemmTestParams(
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"small_kernel_subtile",
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tester.clone()
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.ks(3).iterations(1)
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, test_func, isa_check)
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.loop_k(1, k_block * 3, k_block + 1)
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.loop_n(1, nr)
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.loop_m(1, mr));
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gemm_tests.push_back(GemmTestParams(
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"n_gt_" + nrs + "_small_kernel",
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tester.clone()
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.m(mr).ks(3)
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, test_func, isa_check)
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.loop_n(nr + 1, nr * 2 - 1)
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.loop_k(1, k_block * 3, k_block + 1));
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gemm_tests.push_back(GemmTestParams(
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"n_div_" + nrs + "_small_kernel",
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tester.clone()
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.m(mr).ks(3)
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, test_func, isa_check)
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.loop_n(nr * 2, nr * 3, nr)
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.loop_k(1, k_block * 3, k_block + 1));
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}
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gemm_tests.push_back(GemmTestParams(
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"strided_cm_subtile",
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tester.clone()
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.mr(mr).nr(nr).kr(kr).sr(sr)
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.cm_stride(xnnpack::NextPrime(nr + 1))
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.iterations(1)
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, test_func, isa_check)
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.loop_k(1, k_block * 3, k_block + 1)
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.loop_n(1, nr)
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.loop_m(1, mr));
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if (is_igemm) {
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gemm_tests.push_back(GemmTestParams(
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"a_offset",
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tester.clone()
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.m(mr).n(nr).ks(3)
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.a_offset(xnnpack::NextPrime(mr * k_block * 3 + 1))
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, test_func, isa_check)
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.loop_k(1, k_block * 3, k_block + 1));
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gemm_tests.push_back(GemmTestParams(
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"zero",
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tester.clone()
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.m(mr).n(nr).ks(3)
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.a_offset(xnnpack::NextPrime(mr * k_block * 3 + 1))
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, test_func, isa_check)
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.loop_k(1, k_block * 3, k_block + 1)
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.loop_zi(0, mr - 1));
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}
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gemm_tests.push_back(GemmTestParams(
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"strided_cm",
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tester.clone()
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.m(mr).n(nr).k(k_block)
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.cm_stride(xnnpack::NextPrime(nr + 1))
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, test_func, isa_check));
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return gemm_tests;
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}
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#if XNN_ENABLE_RISCV_VECTOR && XNN_ARCH_RISCV
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std::vector<GemmTestParams> CreateTests2(
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size_t k_block, size_t adj_k_block,
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size_t mr, size_t nr, size_t kr, size_t sr,
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bool is_igemm,
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bool unsigned_inputs,
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std::function<void(GemmMicrokernelTester& tester)> test_func,
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std::function<void()> isa_check = nullptr) {
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std::string kbs = std::to_string(k_block);
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std::string kb2s = std::to_string(k_block * 2);
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std::string akbs = std::to_string(adj_k_block);
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nr = nr * xnn_init_hardware_config()->vlenb / sizeof(float);
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std::string nrs = std::to_string(nr);
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const GemmMicrokernelTester tester = GemmMicrokernelTester()
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.mr(mr).nr(nr).kr(kr).sr(sr).unsigned_inputs(unsigned_inputs);
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std::vector<GemmTestParams> gemm_tests;
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gemm_tests.reserve(42);
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gemm_tests.push_back(GemmTestParams(
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"k_eq_" + kbs,
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tester.clone()
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.m(mr).n(nr).k(k_block)
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, test_func, isa_check));
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gemm_tests.push_back(GemmTestParams(
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"strided_cn",
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tester.clone()
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.m(mr).n(nr).k(k_block)
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.cn_stride(xnnpack::NextPrime(nr + 1))
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, test_func, isa_check));
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if (!is_igemm) {
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gemm_tests.push_back(GemmTestParams(
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"k_eq_" + kbs + "_strided_a",
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tester.clone()
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.m(mr).n(nr).k(k_block)
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.a_stride(xnnpack::NextPrime(k_block + 1))
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, test_func, isa_check));
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}
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gemm_tests.push_back(GemmTestParams(
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"k_eq_" + kbs + "_subtile",
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tester.clone()
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.k(k_block).iterations(1)
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, test_func, isa_check)
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.loop_n(1, nr)
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.loop_m(1, mr));
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gemm_tests.push_back(GemmTestParams(
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"k_eq_" + kbs + "_subtile_m",
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tester.clone()
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.n(nr).k(k_block).iterations(1)
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, test_func, isa_check)
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.loop_m(1, mr));
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gemm_tests.push_back(GemmTestParams(
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"k_eq_" + kbs + "_subtile_n",
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tester.clone()
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.m(mr).k(k_block).iterations(1)
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, test_func, isa_check)
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.loop_n(1, nr));
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if (k_block > 1) {
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gemm_tests.push_back(GemmTestParams(
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"k_lt_" + akbs,
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tester.clone()
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.m(mr).n(nr)
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, test_func, isa_check)
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.loop_k(1, adj_k_block - 1));
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if (!is_igemm) {
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gemm_tests.push_back(GemmTestParams(
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"k_lt_" + akbs + "_strided_a",
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tester.clone()
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.m(mr).n(nr)
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.a_stride(xnnpack::NextPrime(adj_k_block + 1))
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, test_func, isa_check)
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.loop_k(1, adj_k_block - 1));
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}
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gemm_tests.push_back(GemmTestParams(
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"k_lt_" + akbs + "_subtile",
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tester.clone()
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.iterations(1)
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, test_func, isa_check)
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.loop_k(1, adj_k_block - 1)
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.loop_n(1, nr)
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.loop_m(1, mr));
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}
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gemm_tests.push_back(GemmTestParams(
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"k_gt_" + akbs,
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tester.clone()
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.m(mr).n(nr)
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, test_func, isa_check)
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.loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block));
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if (is_igemm) {
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gemm_tests.push_back(GemmTestParams(
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"k_gt_" + akbs + "_strided_a",
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tester.clone()
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.m(mr).n(nr)
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.a_stride(xnnpack::NextPrime(adj_k_block * 2 + 1))
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, test_func, isa_check)
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.loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block));
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}
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gemm_tests.push_back(GemmTestParams(
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"k_gt_" + akbs + "_subtile",
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tester.clone()
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.iterations(1)
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, test_func, isa_check)
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.loop_k(adj_k_block + 1, adj_k_block * 2 - 1, k_block)
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.loop_n(1, nr)
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.loop_m(1, mr));
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if (k_block > 1) {
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gemm_tests.push_back(GemmTestParams(
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"k_div_" + kbs,
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tester.clone()
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.m(mr).n(nr)
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, test_func, isa_check)
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.loop_k(adj_k_block + k_block, k_block * 5, k_block));
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if (is_igemm) {
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gemm_tests.push_back(GemmTestParams(
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"k_div_" + kbs + "_strided_a",
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tester.clone()
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.m(mr).n(nr)
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.a_stride(xnnpack::NextPrime(k_block * 3 + 1))
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, test_func, isa_check)
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.loop_k(adj_k_block + k_block, k_block * 3, k_block));
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}
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gemm_tests.push_back(GemmTestParams(
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"k_div_" + kbs + "_subtile",
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tester.clone()
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.iterations(1)
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, test_func, isa_check)
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.loop_k(adj_k_block + k_block, k_block * 5, k_block)
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.loop_n(1, nr)
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.loop_m(1, mr));
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}
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|
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_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_1X8__WASMSIMD_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__wasmsimd_loadsplat,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_1X8__WASMSIMD_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_ukernel_1x8__wasmsimd_splat,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_1X8S4__WASMSIMD, 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_ukernel_1x8s4__wasmsimd,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_4X8__WASMSIMD_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_ukernel_4x8__wasmsimd_splat,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_5X8__WASMSIMD_SPLAT, 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_ukernel_5x8__wasmsimd_splat,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_6X8__WASMSIMD_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__wasmsimd_loadsplat,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_6X8S4__WASMSIMD, 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_ukernel_6x8s4__wasmsimd,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& 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_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_ukernel_1x8__wasmrelaxedsimd_fma_splat,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_1X8S4__WASMRELAXEDSIMD_FMA, 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_ukernel_1x8s4__wasmrelaxedsimd_fma,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_3X8__WASMRELAXEDSIMD_FMA_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__wasmrelaxedsimd_fma_splat,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_4X2C4__WASMRELAXEDSIMD_FMA, 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__wasmrelaxedsimd_fma,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_4X8__WASMRELAXEDSIMD_FMA_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_ukernel_4x8__wasmrelaxedsimd_fma_splat,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_5X8__WASMRELAXEDSIMD_FMA_SPLAT, 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_ukernel_5x8__wasmrelaxedsimd_fma_splat,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_5X8S4__WASMRELAXEDSIMD_FMA, 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__wasmrelaxedsimd_fma,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_6X8__WASMRELAXEDSIMD_FMA_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__wasmrelaxedsimd_fma_splat,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_6X8S4__WASMRELAXEDSIMD_FMA, 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_ukernel_6x8s4__wasmrelaxedsimd_fma,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ARCH_WASMRELAXEDSIMD
|
|
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_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_ukernel_1x4__scalar,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_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_ukernel_4x2__scalar,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_GEMM_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_ukernel_4x4__scalar,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|