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// Copyright (c) Facebook, Inc. and its affiliates.
// All rights reserved.
//
// Copyright 2019 Google LLC
//
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree.
//
// Auto-generated file. Do not edit!
// Specification: test/qu8-gemm-minmax-rndnu.yaml
// Generator: tools/generate-gemm-test.py
#include <gtest/gtest.h>
#include <xnnpack/allocator.h>
#include <xnnpack/common.h>
#include <xnnpack/isa-checks.h>
#include <xnnpack/gemm.h>
#include <xnnpack/igemm.h>
#include <xnnpack/ppmm.h>
#include "gemm-microkernel-tester.h"
#if XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_eq_8) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, strided_cn) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(8)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_lt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_div_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_gt_8_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_div_8) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_div_8_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(11)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, qmin) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, qmax) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, strided_cm) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.cm_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A53, no_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY
#if XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, k_eq_8) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, strided_cn) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(8)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, k_lt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, k_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, k_div_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, n_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, n_gt_8_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, n_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, n_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, n_div_8) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, n_div_8_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, n_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, n_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(11)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, qmin) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, qmax) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, strided_cm) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.cm_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A53, no_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY
#if XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, k_eq_8) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, strided_cn) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(8)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, k_lt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, k_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, k_div_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, n_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, n_gt_8_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, n_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, n_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, n_div_8) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, n_div_8_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, n_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, n_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(11)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, qmin) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, qmax) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, strided_cm) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.cm_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_PRFM_CORTEX_A7, no_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY
#if XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, k_eq_8) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, strided_cn) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(8)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, k_lt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, k_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, k_div_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, n_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, n_gt_8_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, n_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, n_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, n_div_8) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, n_div_8_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, n_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, n_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(11)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, qmin) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, qmax) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, strided_cm) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(8)
.cm_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8__AARCH32_NEON_MLAL_LANE_CORTEX_A7, no_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, k_eq_8) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, strided_cn) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(8)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(8)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, k_lt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, k_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, k_div_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, n_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, n_gt_8_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, n_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, n_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, n_div_8) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, n_div_8_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, n_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, n_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(11)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, qmin) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, qmax) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, strided_cm) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(8)
.cm_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8__NEON_MLAL_LANE, no_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(1)
.sr(1)
.m(2)
.n(8)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, k_eq_8) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, strided_cn) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(8)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(8)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, k_lt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, k_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, k_div_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, n_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, n_gt_8_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, n_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, n_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, n_div_8) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, n_div_8_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, n_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, n_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(11)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, qmin) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, qmax) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, strided_cm) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(8)
.cm_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8__NEON_MLAL_LANE, no_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(1)
.sr(1)
.m(3)
.n(8)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_eq_8) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, strided_cn) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(8)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(8)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_lt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_div_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_gt_8_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_div_8) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_div_8_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, n_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(11)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, qmin) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, qmax) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, strided_cm) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(8)
.cm_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X8__NEON_MLAL_LANE, no_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(8)
.kr(1)
.sr(1)
.m(6)
.n(8)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, k_eq_8) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, strided_cn) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(8)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(16)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 16; n++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, k_lt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, k_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, k_div_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, n_gt_16) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, n_gt_16_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, n_gt_16_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, n_gt_16_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, n_div_16) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, n_div_16_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, n_div_16_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, n_div_16_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(19)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, qmin) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, qmax) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, strided_cm) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(8)
.cm_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16__NEON_MLAL_LANE, no_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(1)
.sr(1)
.m(1)
.n(16)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, k_eq_8) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, strided_cn) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(8)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(16)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 16; n++) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, k_lt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, k_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, k_div_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, n_gt_16) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, n_gt_16_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, n_gt_16_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, n_gt_16_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, n_div_16) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, n_div_16_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, n_div_16_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, n_div_16_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(19)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, qmin) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, qmax) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, strided_cm) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(8)
.cm_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X16__NEON_MLAL_LANE, no_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(16)
.kr(1)
.sr(1)
.m(2)
.n(16)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, k_eq_8) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, strided_cn) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(8)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(16)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 16; n++) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, k_lt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, k_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, k_div_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, n_gt_16) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, n_gt_16_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, n_gt_16_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, n_gt_16_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, n_div_16) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, n_div_16_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, n_div_16_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, n_div_16_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(19)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, qmin) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, qmax) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, strided_cm) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(8)
.cm_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X16__NEON_MLAL_LANE, no_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(16)
.kr(1)
.sr(1)
.m(3)
.n(16)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
#if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, k_eq_16) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(16)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(16)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, k_eq_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(16)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, k_eq_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(16)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, k_eq_16_subtile_m) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(16)
.k(16)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, k_eq_16_subtile_n) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 16; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(16)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, k_lt_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, k_lt_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, k_lt_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 16; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, k_gt_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 17; k < 32; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, k_gt_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 17; k < 32; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_stride(37)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, k_gt_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 17; k < 32; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, k_div_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 32; k <= 160; k += 16) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, k_div_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 32; k <= 160; k += 16) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_stride(163)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, k_div_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 32; k <= 160; k += 16) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, n_gt_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, n_gt_16_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, n_gt_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, n_gt_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 80; k += 17) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, n_div_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, n_div_16_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, n_div_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, n_div_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 80; k += 17) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 80; k += 17) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(19)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, qmin) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(16)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, qmax) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(16)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, strided_cm) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(16)
.cm_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_CORTEX_A55, no_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
#if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_eq_16) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(16)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(16)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_eq_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(16)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_eq_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(16)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_eq_16_subtile_m) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(16)
.k(16)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_eq_16_subtile_n) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 16; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(16)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_lt_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_lt_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_lt_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 16; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_gt_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 17; k < 32; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_gt_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 17; k < 32; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_stride(37)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_gt_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 17; k < 32; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_div_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 32; k <= 160; k += 16) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_div_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 32; k <= 160; k += 16) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_stride(163)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, k_div_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 32; k <= 160; k += 16) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_gt_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_gt_16_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_gt_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_gt_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 80; k += 17) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_div_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_div_16_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_div_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, n_div_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 80; k += 17) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 80; k += 17) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(19)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, qmin) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(16)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, qmax) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(16)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, strided_cm) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(16)
.cm_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16C4__AARCH64_NEONDOT_LD128, no_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(4)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
#if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, k_eq_16) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(16)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(16)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, k_eq_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(16)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, k_eq_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(16)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, k_eq_16_subtile_m) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(8)
.k(16)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, k_eq_16_subtile_n) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(16)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, k_lt_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, k_lt_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, k_lt_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 16; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, k_gt_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 17; k < 32; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, k_gt_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 17; k < 32; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(37)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, k_gt_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 17; k < 32; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, k_div_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 32; k <= 160; k += 16) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, k_div_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 32; k <= 160; k += 16) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(163)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, k_div_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 32; k <= 160; k += 16) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, n_gt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, n_gt_8_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, n_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, n_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 80; k += 17) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, n_div_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, n_div_8_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, n_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, n_div_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 80; k += 17) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 80; k += 17) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(11)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, qmin) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(16)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, qmax) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(16)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, strided_cm) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(16)
.cm_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__AARCH64_NEONDOT_LD128, no_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 80; k += 17) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
#if XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, k_eq_8) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(8)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(8)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, k_lt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, k_gt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, k_div_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, n_gt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, n_gt_8_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, n_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, n_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, n_div_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, n_div_8_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, n_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, n_div_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(11)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, qmin) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, qmax) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, strided_cm) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(8)
.cm_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_2X8C4__NEONDOT, no_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(8)
.kr(4)
.sr(1)
.m(2)
.n(8)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64
#if XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, k_eq_8) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(8)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(8)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, k_lt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, k_gt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, k_div_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, n_gt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, n_gt_8_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, n_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, n_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, n_div_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, n_div_8_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, n_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, n_div_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 3; m++) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(11)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, qmin) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, qmax) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, strided_cm) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(8)
.cm_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_3X8C4__NEONDOT, no_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(3)
.nr(8)
.kr(4)
.sr(1)
.m(3)
.n(8)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_3x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64
#if XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, k_eq_8) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(8)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(8)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, k_lt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, k_gt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, k_div_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, n_gt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, n_gt_8_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, n_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, n_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, n_div_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, n_div_8_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, n_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, n_div_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(11)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, qmin) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, qmax) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, strided_cm) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(8)
.cm_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X8C4__NEONDOT, no_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(4)
.sr(1)
.m(4)
.n(8)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64
#if XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, k_eq_8) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(8)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 5; m++) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t m = 1; m <= 5; m++) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(8)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, k_lt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 5; m++) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, k_gt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 5; m++) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, k_div_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 5; m++) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, n_gt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, n_gt_8_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, n_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, n_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 9; n < 16; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 5; m++) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, n_div_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, n_div_8_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, n_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, n_div_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 16; n <= 24; n += 8) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 5; m++) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 8; n++) {
for (uint32_t m = 1; m <= 5; m++) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(11)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, qmin) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, qmax) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, strided_cm) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(8)
.cm_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_5X8C4__NEONDOT, no_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(5)
.nr(8)
.kr(4)
.sr(1)
.m(5)
.n(8)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_5x8c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64
#if XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, k_eq_8) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(8)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(16)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 16; n++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, k_lt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, k_gt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, k_div_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, n_gt_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, n_gt_16_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, n_gt_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, n_gt_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, n_div_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, n_div_16_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, n_div_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, n_div_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(19)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, qmin) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, qmax) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, strided_cm) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(8)
.cm_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X16C4__NEONDOT, no_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(16)
.kr(4)
.sr(1)
.m(1)
.n(16)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64
#if XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_eq_8) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(8)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(16)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 16; n++) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_lt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_gt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_div_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_gt_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_gt_16_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_gt_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_gt_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_div_16) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_div_16_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_div_16_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, n_div_16_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 6; m++) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(19)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, qmin) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, qmax) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, strided_cm) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(8)
.cm_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_6X16C4__NEONDOT, no_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(6)
.nr(16)
.kr(4)
.sr(1)
.m(6)
.n(16)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_6x16c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64
#if XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, k_eq_8) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(8)
.cn_stride(37)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 32; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(m)
.n(32)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 1; n <= 32; n++) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, k_lt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 32; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, k_gt_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 32; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, k_div_8) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 32; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, n_gt_32) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 33; n < 64; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, n_gt_32_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 33; n < 64; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(n)
.k(k)
.cn_stride(37)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, n_gt_32_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 33; n < 64; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, n_gt_32_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 33; n < 64; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, n_div_32) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 64; n <= 96; n += 32) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, n_div_32_strided_cn) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 64; n <= 96; n += 32) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(n)
.k(k)
.cn_stride(37)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, n_div_32_strided_a) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 64; n <= 96; n += 32) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, n_div_32_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (uint32_t n = 64; n <= 96; n += 32) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 32; n++) {
for (uint32_t m = 1; m <= 1; m++) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(37)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, qmin) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, qmax) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, strided_cm) {
TEST_REQUIRES_ARM_NEON_DOT;
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(8)
.cm_stride(37)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_1X32C4__NEONDOT, no_zero_point) {
TEST_REQUIRES_ARM_NEON_DOT;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(1)
.nr(32)
.kr(4)
.sr(1)
.m(1)
.n(32)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_1x32c4__neondot, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM && !XNN_PLATFORM_IOS || XNN_ARCH_ARM64
#if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, k_eq_8) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, strided_cn) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(8)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(16)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 16; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, k_lt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, k_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, k_div_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, n_gt_16) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, n_gt_16_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, n_gt_16_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, n_gt_16_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, n_div_16) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, n_div_16_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, n_div_16_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, n_div_16_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(19)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, qmin) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, qmax) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, strided_cm) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(8)
.cm_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_CORTEX_A75, no_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
#if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_eq_8) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(8)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, strided_cn) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(8)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(16)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 16; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_lt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_div_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_gt_16) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_gt_16_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_gt_16_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_gt_16_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 17; n < 32; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_div_16) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_div_16_strided_cn) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_div_16_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, n_div_16_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 32; n <= 48; n += 16) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t n = 1; n <= 16; n++) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(19)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, qmin) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, qmax) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, strided_cm) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(8)
.cm_stride(19)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
TEST(QU8_GEMM_MINMAX_RNDNU_4X16__AARCH64_NEON_MLAL_LANE_PRFM_CORTEX_A53, no_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(16)
.kr(1)
.sr(1)
.m(4)
.n(16)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53, xnn_init_qu8_conv_minmax_rndnu_neon_params, xnn_qu8_requantize_rndnu);
}
}
#endif // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY