blob: 8efc0659e79ba463254a2d87a229ece63583e206 [file] [log] [blame]
// 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.yaml
// Generator: tools/generate-gemm-test.py
#include <gtest/gtest.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_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 4; m++) {
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_4x8__neon);
}
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
for (uint32_t m = 1; m <= 4; m++) {
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_4x8__neon);
}
}
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
for (uint32_t m = 1; m <= 4; m++) {
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_4x8__neon);
}
}
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t m = 1; m <= 4; m++) {
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_4x8__neon);
}
}
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_4x8__neon);
}
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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(8)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_ukernel_4x8__neon);
}
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_4x8__neon);
}
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
for (uint32_t n = 1; n <= 8; n++) {
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_ukernel_4x8__neon);
}
}
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_4X8__NEON, 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_ukernel_4x8__neon);
}
}
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
TEST(QU8_GEMM_MINMAX_8X8__NEON, k_eq_8) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(8)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, strided_cn) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(8)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, k_eq_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, k_eq_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 8; m++) {
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, k_eq_8_subtile_m) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t m = 1; m <= 8; m++) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(8)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, k_eq_8_subtile_n) {
TEST_REQUIRES_ARM_NEON;
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, k_lt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, k_lt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, k_lt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k < 8; k++) {
for (uint32_t m = 1; m <= 8; m++) {
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, k_gt_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, k_gt_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, k_gt_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 9; k < 16; k++) {
for (uint32_t m = 1; m <= 8; m++) {
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, k_div_8) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, k_div_8_strided_a) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, k_div_8_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t m = 1; m <= 8; m++) {
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, 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(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, 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(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, 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(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, 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 <= 8; m++) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, 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(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, 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(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(n)
.k(k)
.cn_stride(11)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, 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(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, 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 <= 8; m++) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, strided_cm_subtile) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 8; m++) {
for (uint32_t n = 1; n <= 8; n++) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(11)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, qmin) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, qmax) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, strided_cm) {
TEST_REQUIRES_ARM_NEON;
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(8)
.cm_stride(11)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, no_a_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, no_b_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
TEST(QU8_GEMM_MINMAX_8X8__NEON, no_zero_point) {
TEST_REQUIRES_ARM_NEON;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(8)
.nr(8)
.kr(1)
.sr(1)
.m(8)
.n(8)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_ukernel_8x8__neon);
}
}
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
#if XNN_ARCH_X86 || XNN_ARCH_X86_64
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, k_eq_8) {
TEST_REQUIRES_X86_SSE2;
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(8)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, strided_cn) {
TEST_REQUIRES_X86_SSE2;
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(8)
.cn_stride(7)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, k_eq_8_strided_a) {
TEST_REQUIRES_X86_SSE2;
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, k_eq_8_subtile) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t m = 1; m <= 2; m++) {
for (uint32_t n = 1; n <= 4; n++) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, k_eq_8_subtile_m) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(m)
.n(4)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, k_eq_8_subtile_n) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 1; n <= 4; n++) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, k_lt_8) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, k_lt_8_strided_a) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, k_lt_8_subtile) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 1; k < 8; k++) {
for (uint32_t m = 1; m <= 2; m++) {
for (uint32_t n = 1; n <= 4; n++) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, k_gt_8) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, k_gt_8_strided_a) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, k_gt_8_subtile) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 9; k < 16; k++) {
for (uint32_t m = 1; m <= 2; m++) {
for (uint32_t n = 1; n <= 4; n++) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, k_div_8) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, k_div_8_strided_a) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, k_div_8_subtile) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t m = 1; m <= 2; m++) {
for (uint32_t n = 1; n <= 4; n++) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, n_gt_4) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 5; n < 8; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, n_gt_4_strided_cn) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 5; n < 8; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(k)
.cn_stride(7)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, n_gt_4_strided_a) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 5; n < 8; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, n_gt_4_subtile) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 5; n < 8; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, n_div_4) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 8; n <= 12; n += 4) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, n_div_4_strided_cn) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 8; n <= 12; n += 4) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(n)
.k(k)
.cn_stride(7)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, n_div_4_strided_a) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 8; n <= 12; n += 4) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, n_div_4_subtile) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 8; n <= 12; n += 4) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, strided_cm_subtile) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 2; m++) {
for (uint32_t n = 1; n <= 4; n++) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(7)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, qmin) {
TEST_REQUIRES_X86_SSE2;
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, qmax) {
TEST_REQUIRES_X86_SSE2;
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, strided_cm) {
TEST_REQUIRES_X86_SSE2;
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(8)
.cm_stride(7)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, no_a_zero_point) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, no_b_zero_point) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
TEST(QU8_GEMM_MINMAX_2X4C8__SSE2, no_zero_point) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(2)
.nr(4)
.kr(8)
.sr(1)
.m(2)
.n(4)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_ukernel_2x4c8__sse2);
}
}
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
#if XNN_ARCH_X86 || XNN_ARCH_X86_64
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, k_eq_8) {
TEST_REQUIRES_X86_SSE2;
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(8)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, strided_cn) {
TEST_REQUIRES_X86_SSE2;
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(8)
.cn_stride(7)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, k_eq_8_strided_a) {
TEST_REQUIRES_X86_SSE2;
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(8)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, k_eq_8_subtile) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t m = 1; m <= 4; m++) {
for (uint32_t n = 1; n <= 4; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(m)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, k_eq_8_subtile_m) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(m)
.n(4)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, k_eq_8_subtile_n) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 1; n <= 4; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(n)
.k(8)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, k_lt_8) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, k_lt_8_strided_a) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 1; k < 8; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, k_lt_8_subtile) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 1; k < 8; k++) {
for (uint32_t m = 1; m <= 4; m++) {
for (uint32_t n = 1; n <= 4; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, k_gt_8) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, k_gt_8_strided_a) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 9; k < 16; k++) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(k)
.a_stride(19)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, k_gt_8_subtile) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 9; k < 16; k++) {
for (uint32_t m = 1; m <= 4; m++) {
for (uint32_t n = 1; n <= 4; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, k_div_8) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, k_div_8_strided_a) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 16; k <= 80; k += 8) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(k)
.a_stride(83)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, k_div_8_subtile) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 16; k <= 80; k += 8) {
for (uint32_t m = 1; m <= 4; m++) {
for (uint32_t n = 1; n <= 4; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, n_gt_4) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 5; n < 8; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, n_gt_4_strided_cn) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 5; n < 8; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(k)
.cn_stride(7)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, n_gt_4_strided_a) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 5; n < 8; n++) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, n_gt_4_subtile) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 5; n < 8; n++) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, n_div_4) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 8; n <= 12; n += 4) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, n_div_4_strided_cn) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 8; n <= 12; n += 4) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(n)
.k(k)
.cn_stride(7)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, n_div_4_strided_a) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 8; n <= 12; n += 4) {
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(n)
.k(k)
.a_stride(43)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, n_div_4_subtile) {
TEST_REQUIRES_X86_SSE2;
for (uint32_t n = 8; n <= 12; n += 4) {
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, strided_cm_subtile) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 1; k <= 40; k += 9) {
for (uint32_t m = 1; m <= 4; m++) {
for (uint32_t n = 1; n <= 4; n++) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(7)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, qmin) {
TEST_REQUIRES_X86_SSE2;
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(8)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, qmax) {
TEST_REQUIRES_X86_SSE2;
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(8)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, strided_cm) {
TEST_REQUIRES_X86_SSE2;
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(8)
.cm_stride(7)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, no_a_zero_point) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, no_b_zero_point) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
TEST(QU8_GEMM_MINMAX_4X4C2__SSE2, no_zero_point) {
TEST_REQUIRES_X86_SSE2;
for (size_t k = 1; k <= 40; k += 9) {
GemmMicrokernelTester()
.mr(4)
.nr(4)
.kr(2)
.sr(1)
.m(4)
.n(4)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_ukernel_4x4c2__sse2);
}
}
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, k_eq_1) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(2)
.k(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, strided_cn) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(2)
.k(1)
.cn_stride(5)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, k_eq_1_strided_a) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(2)
.k(1)
.a_stride(3)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, k_eq_1_subtile) {
for (uint32_t m = 1; m <= 2; m++) {
for (uint32_t n = 1; n <= 2; n++) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(1)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, k_eq_1_subtile_m) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(m)
.n(2)
.k(1)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, k_eq_1_subtile_n) {
for (uint32_t n = 1; n <= 2; n++) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(1)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, k_gt_1) {
for (size_t k = 2; k < 10; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(2)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, k_gt_1_strided_a) {
for (size_t k = 2; k < 10; k++) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(2)
.k(k)
.a_stride(11)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, k_gt_1_subtile) {
for (size_t k = 2; k < 10; k++) {
for (uint32_t m = 1; m <= 2; m++) {
for (uint32_t n = 1; n <= 2; n++) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, n_gt_2) {
for (uint32_t n = 3; n < 4; n++) {
for (size_t k = 1; k <= 5; k += 2) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(2)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, n_gt_2_strided_cn) {
for (uint32_t n = 3; n < 4; n++) {
for (size_t k = 1; k <= 5; k += 2) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(2)
.k(k)
.cn_stride(5)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, n_gt_2_strided_a) {
for (uint32_t n = 3; n < 4; n++) {
for (size_t k = 1; k <= 5; k += 2) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.a_stride(7)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, n_gt_2_subtile) {
for (uint32_t n = 3; n < 4; n++) {
for (size_t k = 1; k <= 5; k += 2) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, n_div_2) {
for (uint32_t n = 4; n <= 6; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(2)
.k(k)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, n_div_2_strided_cn) {
for (uint32_t n = 4; n <= 6; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.cn_stride(5)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, n_div_2_strided_a) {
for (uint32_t n = 4; n <= 6; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(n)
.k(k)
.a_stride(7)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, n_div_2_subtile) {
for (uint32_t n = 4; n <= 6; n += 2) {
for (size_t k = 1; k <= 5; k += 2) {
for (uint32_t m = 1; m <= 2; m++) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, strided_cm_subtile) {
for (size_t k = 1; k <= 5; k += 2) {
for (uint32_t m = 1; m <= 2; m++) {
for (uint32_t n = 1; n <= 2; n++) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(m)
.n(n)
.k(k)
.cm_stride(5)
.iterations(1)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, qmin) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(2)
.k(1)
.qmin(128)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, qmax) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(2)
.k(1)
.qmax(128)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, strided_cm) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(2)
.k(1)
.cm_stride(5)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, no_a_zero_point) {
for (size_t k = 1; k <= 5; k += 2) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(2)
.k(k)
.a_zero_point(0)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, no_b_zero_point) {
for (size_t k = 1; k <= 5; k += 2) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(2)
.k(k)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}
TEST(QU8_GEMM_MINMAX_2X2__SCALAR, no_zero_point) {
for (size_t k = 1; k <= 5; k += 2) {
GemmMicrokernelTester()
.mr(2)
.nr(2)
.kr(1)
.sr(1)
.m(2)
.n(2)
.k(k)
.a_zero_point(0)
.b_zero_point(0)
.Test(xnn_qu8_gemm_minmax_ukernel_2x2__scalar, GemmMicrokernelTester::Variant::Scalar);
}
}