233 lines
7.6 KiB
C++
233 lines
7.6 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/qp8-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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size_t mr_packed,
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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).mr_packed(mr_packed).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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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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#if XNN_ENABLE_ARM_DOTPROD && XNN_ARCH_ARM64
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#if XNN_ENABLE_KLEIDIAI
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INSTANTIATE_TEST_SUITE_P(
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QP8_F32_QB4W_GEMM_MINMAX_1X4C16S2__AARCH64_NEONDOT, 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=*/16, /*sr=*/2,
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/*mr_packed=*/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_qp8_f32_qb4w_gemm_minmax_ukernel_1x4c16s2__aarch64_neondot,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_kai_qb4_weights_and_biases,
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xnn_packed_stride_kai_qb4_weights_and_biases);
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},
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[]() {
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TEST_REQUIRES_ARM_NEON_DOT;
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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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QP8_F32_QB4W_GEMM_MINMAX_1X8C16S2__AARCH64_NEONDOT, 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=*/16, /*sr=*/2,
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/*mr_packed=*/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_qp8_f32_qb4w_gemm_minmax_ukernel_1x8c16s2__aarch64_neondot,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_kai_qb4_weights_and_biases,
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xnn_packed_stride_kai_qb4_weights_and_biases);
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},
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[]() {
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TEST_REQUIRES_ARM_NEON_DOT;
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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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#endif // XNN_ENABLE_KLEIDIAI
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#endif // XNN_ENABLE_ARM_DOTPROD && XNN_ARCH_ARM64
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#if XNN_ENABLE_ARM_I8MM && XNN_ARCH_ARM64
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#if XNN_ENABLE_KLEIDIAI
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INSTANTIATE_TEST_SUITE_P(
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QP8_F32_QB4W_GEMM_MINMAX_4X8C16S2__NEONI8MM, 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=*/8, /*kr=*/16, /*sr=*/2,
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/*mr_packed=*/4,
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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_qp8_f32_qb4w_gemm_minmax_ukernel_4x8c16s2__neoni8mm,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_kai_qb4_weights_and_biases,
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xnn_packed_stride_kai_qb4_weights_and_biases);
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},
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[]() {
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TEST_REQUIRES_ARM_NEON_I8MM;
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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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QP8_F32_QB4W_GEMM_MINMAX_8X4C16S2__NEONI8MM_MSTEP2, 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=*/8, /*nr=*/4, /*kr=*/16, /*sr=*/2,
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/*mr_packed=*/4,
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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_qp8_f32_qb4w_gemm_minmax_ukernel_8x4c16s2__neoni8mm_mstep2,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_kai_qb4_weights_and_biases,
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xnn_packed_stride_kai_qb4_weights_and_biases);
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},
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[]() {
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TEST_REQUIRES_ARM_NEON_I8MM;
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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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QP8_F32_QB4W_GEMM_MINMAX_16X4C16S2__NEONI8MM_MSTEP4, 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=*/16, /*nr=*/4, /*kr=*/16, /*sr=*/2,
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/*mr_packed=*/4,
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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_qp8_f32_qb4w_gemm_minmax_ukernel_16x4c16s2__neoni8mm_mstep4,
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xnn_init_f32_qb4w_minmax_scalar_params,
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xnn_pack_kai_qb4_weights_and_biases,
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xnn_packed_stride_kai_qb4_weights_and_biases);
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},
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[]() {
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TEST_REQUIRES_ARM_NEON_I8MM;
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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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#endif // XNN_ENABLE_KLEIDIAI
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#endif // XNN_ENABLE_ARM_I8MM && XNN_ARCH_ARM64
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