2382 lines
86 KiB
C++
2382 lines
86 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/qd8-f32-qb4w-gemm-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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.b_zero_point(8)
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.bl(32)
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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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.b_zero_point(8)
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.bl(32)
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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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.b_zero_point(8)
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.bl(32)
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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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.b_zero_point(8)
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.bl(32)
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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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.b_zero_point(8)
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.bl(32)
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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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.b_zero_point(8)
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.bl(32)
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, test_func, isa_check)
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.loop_n(1, nr));
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gemm_tests.push_back(GemmTestParams(
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"bl",
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tester.clone()
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.m(mr).n(nr).k(k_block * 12)
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.b_zero_point(8)
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, test_func, isa_check)
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.loop_k(k_block, k_block * 12, k_block, LoopStepType::Linear)
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.loop_bl(32, k_block * 32, 32));
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return gemm_tests;
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}
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} // namespace
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INSTANTIATE_TEST_SUITE_P(
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QD8_F32_QB4W_GEMM_MINMAX_1X2__SCALAR, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/1, /*nr=*/2, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_1x2__scalar,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_qs8_qb4w_gemm_goi_w);
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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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QD8_F32_QB4W_GEMM_MINMAX_1X4__SCALAR, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/1, /*nr=*/4, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_1x4__scalar,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_qs8_qb4w_gemm_goi_w);
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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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QD8_F32_QB4W_GEMM_MINMAX_1X8__SCALAR, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/1, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_1x8__scalar,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_qs8_qb4w_gemm_goi_w);
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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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QD8_F32_QB4W_GEMM_MINMAX_2X2__SCALAR, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/2, /*nr=*/2, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_2x2__scalar,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_qs8_qb4w_gemm_goi_w);
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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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QD8_F32_QB4W_GEMM_MINMAX_2X4__SCALAR, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/2, /*nr=*/4, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_2x4__scalar,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_qs8_qb4w_gemm_goi_w);
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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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QD8_F32_QB4W_GEMM_MINMAX_2X8__SCALAR, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/2, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_2x8__scalar,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_qs8_qb4w_gemm_goi_w);
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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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QD8_F32_QB4W_GEMM_MINMAX_4X4__SCALAR, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/4, /*nr=*/4, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_4x4__scalar,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_qs8_qb4w_gemm_goi_w);
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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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#if XNN_ARCH_X86 || XNN_ARCH_X86_64
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INSTANTIATE_TEST_SUITE_P(
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QD8_F32_QB4W_GEMM_MINMAX_1X4C8__AVX_LD128, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/1, /*nr=*/4, /*kr=*/8, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_1x4c8__avx_ld128,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_qs8_qb4w_gemm_goi_w);
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},
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[]() {
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TEST_REQUIRES_X86_AVX;
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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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QD8_F32_QB4W_GEMM_MINMAX_2X4C8__AVX_LD128, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/2, /*nr=*/4, /*kr=*/8, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_2x4c8__avx_ld128,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_qs8_qb4w_gemm_goi_w);
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},
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[]() {
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TEST_REQUIRES_X86_AVX;
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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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QD8_F32_QB4W_GEMM_MINMAX_3X4C8__AVX_LD128, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/3, /*nr=*/4, /*kr=*/8, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_3x4c8__avx_ld128,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_qs8_qb4w_gemm_goi_w);
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},
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[]() {
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TEST_REQUIRES_X86_AVX;
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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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QD8_F32_QB4W_GEMM_MINMAX_4X4C8__AVX_LD128, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/4, /*nr=*/4, /*kr=*/8, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_4x4c8__avx_ld128,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_qs8_qb4w_gemm_goi_w);
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},
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[]() {
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TEST_REQUIRES_X86_AVX;
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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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QD8_F32_QB4W_GEMM_MINMAX_1X4C8__AVX_LD64, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/1, /*nr=*/4, /*kr=*/8, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_1x4c8__avx_ld64,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_qs8_qb4w_gemm_goi_w);
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},
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[]() {
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TEST_REQUIRES_X86_AVX;
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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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QD8_F32_QB4W_GEMM_MINMAX_2X4C8__AVX_LD64, GemmTest,
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testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/2, /*nr=*/4, /*kr=*/8, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_2x4c8__avx_ld64,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_qs8_qb4w_gemm_goi_w);
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},
|
|
[]() {
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TEST_REQUIRES_X86_AVX;
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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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});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_3X4C8__AVX_LD64, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/3, /*nr=*/4, /*kr=*/8, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_3x4c8__avx_ld64,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_qs8_qb4w_gemm_goi_w);
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},
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[]() {
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TEST_REQUIRES_X86_AVX;
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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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|
QD8_F32_QB4W_GEMM_MINMAX_4X4C8__AVX_LD64, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
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/*adj_k_block=*/32,
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/*mr=*/4, /*nr=*/4, /*kr=*/8, /*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_qd8_f32_qb4w_gemm_minmax_ukernel_4x4c8__avx_ld64,
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|
xnn_init_f32_qb4w_minmax_scalar_params,
|
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xnn_pack_qs8_qb4w_gemm_goi_w);
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},
|
|
[]() {
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TEST_REQUIRES_X86_AVX;
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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(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X4C8__SSE2_LD128, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
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/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x4c8__sse2_ld128,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_2X4C8__SSE2_LD128, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_2x4c8__sse2_ld128,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_3X4C8__SSE2_LD128, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_3x4c8__sse2_ld128,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_4X4C8__SSE2_LD128, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_4x4c8__sse2_ld128,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X4C8__SSE2_LD64, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x4c8__sse2_ld64,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_2X4C8__SSE2_LD64, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_2x4c8__sse2_ld64,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_3X4C8__SSE2_LD64, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_3x4c8__sse2_ld64,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_4X4C8__SSE2_LD64, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_4x4c8__sse2_ld64,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X4C8__SSE41_LD128, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x4c8__sse41_ld128,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE41;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_2X4C8__SSE41_LD128, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_2x4c8__sse41_ld128,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE41;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_3X4C8__SSE41_LD128, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_3x4c8__sse41_ld128,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE41;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_4X4C8__SSE41_LD128, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_4x4c8__sse41_ld128,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE41;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X4C8__SSE41_LD64, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x4c8__sse41_ld64,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE41;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_2X4C8__SSE41_LD64, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/2, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_2x4c8__sse41_ld64,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE41;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_3X4C8__SSE41_LD64, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/3, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_3x4c8__sse41_ld64,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE41;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_4X4C8__SSE41_LD64, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/4, /*nr=*/4, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_4x4c8__sse41_ld64,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_SSE41;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
|
|
|
|
|
|
#if XNN_ENABLE_ARM_DOTPROD && (XNN_ARCH_ARM || XNN_ARCH_ARM64)
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X8C4__NEONDOT, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/4, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x8c4__neondot,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_DOT;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X16C4__NEONDOT, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/4, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x16c4__neondot,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_DOT;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_2X8C4__NEONDOT, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/2, /*nr=*/8, /*kr=*/4, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_2x8c4__neondot,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_DOT;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_2X16C4__NEONDOT, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/2, /*nr=*/16, /*kr=*/4, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_2x16c4__neondot,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_DOT;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_3X8C4__NEONDOT, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/4, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_3x8c4__neondot,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_DOT;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_3X16C4__NEONDOT, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/3, /*nr=*/16, /*kr=*/4, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_3x16c4__neondot,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_DOT;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_4X8C4__NEONDOT, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/4, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_4x8c4__neondot,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_DOT;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_4X16C4__NEONDOT, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/4, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_4x16c4__neondot,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_DOT;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_5X8C4__NEONDOT, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/4, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_5x8c4__neondot,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_DOT;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_5X16C4__NEONDOT, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/5, /*nr=*/16, /*kr=*/4, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_5x16c4__neondot,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_DOT;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_6X8C4__NEONDOT, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/4, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_6x8c4__neondot,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_DOT;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_6X16C4__NEONDOT, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/6, /*nr=*/16, /*kr=*/4, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_6x16c4__neondot,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_DOT;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ENABLE_ARM_DOTPROD && (XNN_ARCH_ARM || XNN_ARCH_ARM64)
|
|
|
|
|
|
#if XNN_ARCH_X86 || XNN_ARCH_X86_64
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X8C8__AVX2, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x8c8__avx2,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX2;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_2X8C8__AVX2, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_2x8c8__avx2,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX2;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_3X8C8__AVX2, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_3x8c8__avx2,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX2;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_4X8C8__AVX2, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_4x8c8__avx2,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX2;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
|
|
|
|
|
|
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X16__NEON_MLAL_LANE, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x16__neon_mlal_lane,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X16__NEON_MLAL_LANE_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x16__neon_mlal_lane_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_2X16__NEON_MLAL_LANE, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/2, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_2x16__neon_mlal_lane,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_2X16__NEON_MLAL_LANE_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/2, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_2x16__neon_mlal_lane_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_3X16__NEON_MLAL_LANE, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_3x16__neon_mlal_lane,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_3X16__NEON_MLAL_LANE_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/3, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_3x16__neon_mlal_lane_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_4X16__NEON_MLAL_LANE, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_4x16__neon_mlal_lane,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_4X16__NEON_MLAL_LANE_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_4x16__neon_mlal_lane_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_6X16__NEON_MLAL_LANE, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_6x16__neon_mlal_lane,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_6X16__NEON_MLAL_LANE_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_6x16__neon_mlal_lane_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_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_ENABLE_ARM_I8MM && XNN_ARCH_ARM64
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X8C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x8c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X16C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x16c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X32C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/32, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x32c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_2X8C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/2, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_2x8c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_2X16C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/2, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_2x16c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_2X32C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/2, /*nr=*/32, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_2x32c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_3X8C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/3, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_3x8c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_3X16C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/3, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_3x16c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_3X32C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/3, /*nr=*/32, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_3x32c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_4X8C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/4, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_4x8c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_4X16C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/4, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_4x16c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_4X32C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/4, /*nr=*/32, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_4x32c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_5X8C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/5, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_5x8c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_5X16C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/5, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_5x16c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_5X32C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/5, /*nr=*/32, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_5x32c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_6X8C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/6, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_6x8c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_6X16C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/6, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_6x16c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_6X32C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/6, /*nr=*/32, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_6x32c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_7X8C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/7, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_7x8c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_7X16C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/7, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_7x16c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_7X32C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/7, /*nr=*/32, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_7x32c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_8X8C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/8, /*nr=*/8, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_8x8c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_8X16C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/8, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_8x16c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_8X32C8__NEONI8MM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/8, /*nr=*/32, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/false,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_8x32c8__neoni8mm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_ARM_NEON_I8MM;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ENABLE_ARM_I8MM && XNN_ARCH_ARM64
|
|
|
|
|
|
#if XNN_ENABLE_AVX512VNNI && (XNN_ARCH_X86 || XNN_ARCH_X86_64)
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X16C8__AVX512VNNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x16c8__avx512vnni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_5X16C8__AVX512VNNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/5, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_5x16c8__avx512vnni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_7X16C8__AVX512VNNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/7, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_7x16c8__avx512vnni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_8X16C8__AVX512VNNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/8, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_8x16c8__avx512vnni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_9X16C8__AVX512VNNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/9, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_9x16c8__avx512vnni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_10X16C8__AVX512VNNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/10, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_10x16c8__avx512vnni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_12X16C8__AVX512VNNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/12, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_12x16c8__avx512vnni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_14X16C8__AVX512VNNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/14, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_14x16c8__avx512vnni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X16C8__AVX512VNNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x16c8__avx512vnni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_5X16C8__AVX512VNNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/5, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_5x16c8__avx512vnni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_7X16C8__AVX512VNNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/7, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_7x16c8__avx512vnni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_8X16C8__AVX512VNNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/8, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_8x16c8__avx512vnni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_9X16C8__AVX512VNNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/9, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_9x16c8__avx512vnni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_10X16C8__AVX512VNNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/10, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_10x16c8__avx512vnni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_12X16C8__AVX512VNNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/12, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_12x16c8__avx512vnni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_14X16C8__AVX512VNNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/14, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_14x16c8__avx512vnni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ENABLE_AVX512VNNI && (XNN_ARCH_X86 || XNN_ARCH_X86_64)
|
|
|
|
|
|
#if XNN_ENABLE_AVX512VNNIGFNI && (XNN_ARCH_X86 || XNN_ARCH_X86_64)
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X16C8__AVX512VNNIGFNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x16c8__avx512vnnigfni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_5X16C8__AVX512VNNIGFNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/5, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_5x16c8__avx512vnnigfni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_7X16C8__AVX512VNNIGFNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/7, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_7x16c8__avx512vnnigfni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_8X16C8__AVX512VNNIGFNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/8, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_8x16c8__avx512vnnigfni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_9X16C8__AVX512VNNIGFNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/9, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_9x16c8__avx512vnnigfni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_10X16C8__AVX512VNNIGFNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/10, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_10x16c8__avx512vnnigfni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_12X16C8__AVX512VNNIGFNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/12, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_12x16c8__avx512vnnigfni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_14X16C8__AVX512VNNIGFNI, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/14, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_14x16c8__avx512vnnigfni,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_1X16C8__AVX512VNNIGFNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/1, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_1x16c8__avx512vnnigfni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_5X16C8__AVX512VNNIGFNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/5, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_5x16c8__avx512vnnigfni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_7X16C8__AVX512VNNIGFNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/7, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_7x16c8__avx512vnnigfni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_8X16C8__AVX512VNNIGFNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/8, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_8x16c8__avx512vnnigfni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_9X16C8__AVX512VNNIGFNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/9, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_9x16c8__avx512vnnigfni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_10X16C8__AVX512VNNIGFNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/10, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_10x16c8__avx512vnnigfni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_12X16C8__AVX512VNNIGFNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/12, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_12x16c8__avx512vnnigfni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
QD8_F32_QB4W_GEMM_MINMAX_14X16C8__AVX512VNNIGFNI_PRFM, GemmTest,
|
|
testing::ValuesIn(CreateTests1(
|
|
/*k_block=*/32,
|
|
/*adj_k_block=*/32,
|
|
/*mr=*/14, /*nr=*/16, /*kr=*/8, /*sr=*/1,
|
|
/*is_igemm=*/false,
|
|
/*unsigned_inputs=*/true,
|
|
[](GemmMicrokernelTester& tester) {
|
|
tester.Test(xnn_qd8_f32_qb4w_gemm_minmax_ukernel_14x16c8__avx512vnnigfni_prfm,
|
|
xnn_init_f32_qb4w_minmax_scalar_params,
|
|
xnn_pack_qs8_qb4w_gemm_goi_w);
|
|
},
|
|
[]() {
|
|
TEST_REQUIRES_X86_AVX512VNNIGFNI;
|
|
})),
|
|
[](const testing::TestParamInfo<GemmTest::ParamType>& info) {
|
|
return info.param.test_name;
|
|
});
|
|
#endif // XNN_ENABLE_AVX512VNNIGFNI && (XNN_ARCH_X86 || XNN_ARCH_X86_64)
|