860 lines
28 KiB
C++
860 lines
28 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-ppmm-minmax.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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"qmin",
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tester.clone()
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.m(mr).n(nr).k(k_block).qmin(128)
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, test_func, isa_check));
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gemm_tests.push_back(GemmTestParams(
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"qmax",
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tester.clone()
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.m(mr).n(nr).k(k_block).qmax(128)
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, test_func, isa_check));
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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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} // namespace
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#if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
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INSTANTIATE_TEST_SUITE_P(
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F32_PPMM_MINMAX_4X8__ASM_AARCH64_NEONFMA_CORTEX_A75, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/4,
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/*adj_k_block=*/4,
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/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
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/*is_igemm=*/false,
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/*unsigned_inputs=*/false,
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[](GemmMicrokernelTester& tester) {
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tester.Test(xnn_f32_ppmm_minmax_ukernel_4x8__asm_aarch64_neonfma_cortex_a75,
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xnn_init_f32_minmax_scalar_params,
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xnn_pack_f32_gemm_goi_w);
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},
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[]() {
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TEST_REQUIRES_ARM_NEON_FMA;
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})),
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[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
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return info.param.test_name;
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});
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INSTANTIATE_TEST_SUITE_P(
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F32_PPMM_MINMAX_4X8__ASM_AARCH64_NEONFMA_CORTEX_A75_PRFM, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/4,
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/*adj_k_block=*/4,
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/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
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/*is_igemm=*/false,
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/*unsigned_inputs=*/false,
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[](GemmMicrokernelTester& tester) {
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tester.Test(xnn_f32_ppmm_minmax_ukernel_4x8__asm_aarch64_neonfma_cortex_a75_prfm,
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xnn_init_f32_minmax_scalar_params,
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xnn_pack_f32_gemm_goi_w);
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},
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[]() {
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TEST_REQUIRES_ARM_NEON_FMA;
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})),
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[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
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return info.param.test_name;
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});
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INSTANTIATE_TEST_SUITE_P(
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F32_PPMM_MINMAX_4X8__ASM_AARCH64_NEONFMA_LD128, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/4,
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/*adj_k_block=*/4,
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/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
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/*is_igemm=*/false,
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/*unsigned_inputs=*/false,
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[](GemmMicrokernelTester& tester) {
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tester.Test(xnn_f32_ppmm_minmax_ukernel_4x8__asm_aarch64_neonfma_ld128,
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xnn_init_f32_minmax_scalar_params,
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xnn_pack_f32_gemm_goi_w);
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},
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[]() {
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TEST_REQUIRES_ARM_NEON_FMA;
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})),
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[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
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return info.param.test_name;
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});
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INSTANTIATE_TEST_SUITE_P(
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F32_PPMM_MINMAX_4X8__ASM_AARCH64_NEONFMA_LD128_PRFM, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/4,
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/*adj_k_block=*/4,
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/*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
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/*is_igemm=*/false,
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/*unsigned_inputs=*/false,
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[](GemmMicrokernelTester& tester) {
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tester.Test(xnn_f32_ppmm_minmax_ukernel_4x8__asm_aarch64_neonfma_ld128_prfm,
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xnn_init_f32_minmax_scalar_params,
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xnn_pack_f32_gemm_goi_w);
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},
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[]() {
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TEST_REQUIRES_ARM_NEON_FMA;
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})),
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[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
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return info.param.test_name;
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});
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INSTANTIATE_TEST_SUITE_P(
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F32_PPMM_MINMAX_8X8__ASM_AARCH64_NEONFMA_CORTEX_A75, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/1,
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/*adj_k_block=*/1,
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/*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1,
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/*is_igemm=*/false,
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/*unsigned_inputs=*/false,
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[](GemmMicrokernelTester& tester) {
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tester.Test(xnn_f32_ppmm_minmax_ukernel_8x8__asm_aarch64_neonfma_cortex_a75,
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xnn_init_f32_minmax_scalar_params,
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xnn_pack_f32_gemm_goi_w);
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},
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[]() {
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TEST_REQUIRES_ARM_NEON_FMA;
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})),
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[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
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return info.param.test_name;
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});
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INSTANTIATE_TEST_SUITE_P(
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F32_PPMM_MINMAX_8X8__ASM_AARCH64_NEONFMA_CORTEX_A75_PRFM, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/1,
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/*adj_k_block=*/1,
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/*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1,
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/*is_igemm=*/false,
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/*unsigned_inputs=*/false,
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[](GemmMicrokernelTester& tester) {
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tester.Test(xnn_f32_ppmm_minmax_ukernel_8x8__asm_aarch64_neonfma_cortex_a75_prfm,
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xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_FMA;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_8X8__ASM_AARCH64_NEONFMA_LD128, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/1,
|
|
/*adj_k_block=*/1,
|
|
/*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_f32_ppmm_minmax_ukernel_8x8__asm_aarch64_neonfma_ld128,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_FMA;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_8X8__ASM_AARCH64_NEONFMA_LD128_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/1,
|
|
/*adj_k_block=*/1,
|
|
/*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_f32_ppmm_minmax_ukernel_8x8__asm_aarch64_neonfma_ld128_prfm,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_FMA;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
|
|
|
|
|
|
#if XNN_ARCH_ARM64
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_4X8__AARCH64_NEONFMA, 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_ppmm_minmax_ukernel_4x8__aarch64_neonfma,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_FMA;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_4X8__AARCH64_NEONFMA_PRFM, 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_ppmm_minmax_ukernel_4x8__aarch64_neonfma_prfm,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_FMA;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ARCH_ARM64
|
|
|
|
|
|
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_4X8__NEON, 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_ppmm_minmax_ukernel_4x8__neon,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_4X8__NEON_PRFM, 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_ppmm_minmax_ukernel_4x8__neon_prfm,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
|
|
|
|
#if XNN_ARCH_ARM64
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_4X16__AARCH64_NEONFMA, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/1,
|
|
/*adj_k_block=*/1,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_f32_ppmm_minmax_ukernel_4x16__aarch64_neonfma,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_FMA;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_4X16__AARCH64_NEONFMA_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/1,
|
|
/*adj_k_block=*/1,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_f32_ppmm_minmax_ukernel_4x16__aarch64_neonfma_prfm,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_FMA;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ARCH_ARM64
|
|
|
|
|
|
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_4X16__NEON, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/1,
|
|
/*adj_k_block=*/1,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_f32_ppmm_minmax_ukernel_4x16__neon,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_4X16__NEON_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/1,
|
|
/*adj_k_block=*/1,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_f32_ppmm_minmax_ukernel_4x16__neon_prfm,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
|
|
|
|
#if XNN_ARCH_ARM64
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_8X8__AARCH64_NEONFMA, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/1,
|
|
/*adj_k_block=*/1,
|
|
/*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_f32_ppmm_minmax_ukernel_8x8__aarch64_neonfma,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_FMA;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_8X8__AARCH64_NEONFMA_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/1,
|
|
/*adj_k_block=*/1,
|
|
/*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_f32_ppmm_minmax_ukernel_8x8__aarch64_neonfma_prfm,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_FMA;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ARCH_ARM64
|
|
|
|
|
|
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_8X8__NEON, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/1,
|
|
/*adj_k_block=*/1,
|
|
/*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_f32_ppmm_minmax_ukernel_8x8__neon,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_8X8__NEON_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/1,
|
|
/*adj_k_block=*/1,
|
|
/*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_f32_ppmm_minmax_ukernel_8x8__neon_prfm,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& 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_PPMM_MINMAX_4X8__SSE, 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_ppmm_minmax_ukernel_4x8__sse,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
|
|
|
|
|
|
#if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_4X8__WASMSIMD_ARM_SPLAT, 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_ppmm_minmax_ukernel_4x8__wasmsimd_arm_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_4X8__WASMSIMD_X86_SPLAT, 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_ppmm_minmax_ukernel_4x8__wasmsimd_x86_splat,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
|
|
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_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_ppmm_minmax_ukernel_2x4__scalar,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_MINMAX_3X3__SCALAR, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/1,
|
|
/*adj_k_block=*/1,
|
|
/*mr=*/3, /*nr=*/3, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_f32_ppmm_minmax_ukernel_3x3__scalar,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_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_ppmm_minmax_ukernel_4x2__scalar,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
F32_PPMM_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_ppmm_minmax_ukernel_4x4__scalar,
|
|
xnn_init_f32_minmax_scalar_params,
|
|
xnn_pack_f32_gemm_goi_w);
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|