5548 lines
208 KiB
C++
5548 lines
208 KiB
C++
// Copyright (c) Facebook, Inc. and its affiliates.
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// All rights reserved.
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//
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// Copyright 2020 Google LLC
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//
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// This source code is licensed under the BSD-style license found in the
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// LICENSE file in the root directory of this source tree.
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//
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// Auto-generated file. Do not edit!
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// Specification: test/qu8-avgpool-minmax.yaml
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// Generator: tools/generate-avgpool-test.py
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#include <gtest/gtest.h>
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#include <xnnpack/common.h>
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#include <xnnpack/isa-checks.h>
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#include <xnnpack/avgpool.h>
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#include <xnnpack/pavgpool.h>
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#include "avgpool-microkernel-tester.h"
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#if XNN_ARCH_ARM || XNN_ARCH_ARM64
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile) {
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TEST_REQUIRES_ARM_NEON;
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(8)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_input_offset) {
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TEST_REQUIRES_ARM_NEON;
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(8)
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.input_offset(11)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_zero) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t zero_index = 0; zero_index < 17; zero_index++) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(8)
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.input_offset(11)
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.zero_index(zero_index)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_input_scale) {
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TEST_REQUIRES_ARM_NEON;
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for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(8)
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.input_scale(scale)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_input_zero_point) {
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TEST_REQUIRES_ARM_NEON;
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for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(8)
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.input_zero_point(zero_point)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_output_scale) {
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TEST_REQUIRES_ARM_NEON;
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for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(8)
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.output_scale(scale)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_output_zero_point) {
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TEST_REQUIRES_ARM_NEON;
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for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(8)
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.output_zero_point(zero_point)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_qmin) {
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TEST_REQUIRES_ARM_NEON;
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(8)
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.qmin(128)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_qmax) {
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TEST_REQUIRES_ARM_NEON;
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(8)
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.qmax(128)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_subtile) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
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AvgPoolMicrokernelTester()
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.pooling_elements(pooling_elements)
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.pooling_tile(9, 8)
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.channels(8)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_subtile_with_input_offset) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
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AvgPoolMicrokernelTester()
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.pooling_elements(pooling_elements)
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.pooling_tile(9, 8)
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.channels(8)
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.input_offset(11)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_subtile_with_zero) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
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for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
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AvgPoolMicrokernelTester()
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.pooling_elements(pooling_elements)
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.pooling_tile(9, 8)
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.channels(8)
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.input_offset(11)
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.zero_index(zero_index)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_fulltile) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t channels = 16; channels < 64; channels += 8) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(channels)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_fulltile_with_input_offset) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t channels = 16; channels < 64; channels += 8) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(channels)
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.input_offset(41)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_fulltile_with_zero) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t channels = 16; channels < 64; channels += 8) {
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for (size_t zero_index = 0; zero_index < 17; zero_index++) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(channels)
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.input_offset(41)
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.zero_index(zero_index)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_fulltile_with_input_scale) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t channels = 16; channels < 64; channels += 8) {
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for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(channels)
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.input_scale(scale)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_fulltile_with_input_zero_point) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t channels = 16; channels < 64; channels += 8) {
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for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(channels)
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.input_zero_point(zero_point)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_fulltile_with_output_scale) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t channels = 16; channels < 64; channels += 8) {
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for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(channels)
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.output_scale(scale)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_fulltile_with_output_zero_point) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t channels = 16; channels < 64; channels += 8) {
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for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(channels)
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.output_zero_point(zero_point)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_fulltile_with_qmin) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t channels = 16; channels < 64; channels += 8) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(channels)
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.qmin(128)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_fulltile_with_qmax) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t channels = 16; channels < 64; channels += 8) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(channels)
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.qmax(128)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_subtile) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
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for (size_t channels = 16; channels < 64; channels += 8) {
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AvgPoolMicrokernelTester()
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.pooling_elements(pooling_elements)
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.pooling_tile(9, 8)
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.channels(channels)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_subtile_with_input_offset) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
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for (size_t channels = 16; channels < 64; channels += 8) {
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AvgPoolMicrokernelTester()
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.pooling_elements(pooling_elements)
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.pooling_tile(9, 8)
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.channels(channels)
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.input_offset(67)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_subtile_with_zero) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
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for (size_t channels = 16; channels < 64; channels += 8) {
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for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
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AvgPoolMicrokernelTester()
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.pooling_elements(pooling_elements)
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.pooling_tile(9, 8)
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.channels(channels)
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.input_offset(67)
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.zero_index(zero_index)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_fulltile) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t channels = 1; channels < 8; channels++) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(channels)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_fulltile_with_input_offset) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t channels = 1; channels < 8; channels++) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(channels)
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.input_offset(11)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_fulltile_with_zero_index) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t channels = 1; channels < 8; channels++) {
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for (size_t zero_index = 0; zero_index < 17; zero_index++) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(channels)
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.input_offset(11)
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.zero_index(zero_index)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_fulltile_with_input_scale) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t channels = 1; channels < 8; channels++) {
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for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(channels)
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.input_scale(scale)
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.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
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}
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}
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}
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TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_fulltile_with_input_zero_point) {
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TEST_REQUIRES_ARM_NEON;
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for (size_t channels = 1; channels < 8; channels++) {
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for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
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AvgPoolMicrokernelTester()
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.pooling_elements(17)
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.pooling_tile(9, 8)
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.channels(channels)
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.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_fulltile_with_output_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_fulltile_with_output_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_fulltile_with_qmin) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_fulltile_with_qmax) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_subtile) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_subtile_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_subtile_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_twopass_fulltile) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_twopass_fulltile_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_twopass_fulltile_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (size_t zero_index = 0; zero_index < 17; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_twopass_fulltile_with_input_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_twopass_fulltile_with_input_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_twopass_fulltile_with_output_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_twopass_fulltile_with_output_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_twopass_fulltile_with_qmin) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_twopass_fulltile_with_qmax) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_twopass_subtile) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_twopass_subtile_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_twopass_subtile_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_multipass) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_multipass_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_multipass_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_multipass_with_input_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_multipass_with_input_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_multipass_with_output_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_multipass_with_output_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_multipass_with_qmin) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_multipass_with_qmax) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_multipass) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_multipass_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(67)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_multipass_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(67)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_multipass_with_input_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_multipass_with_input_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_multipass_with_output_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_multipass_with_output_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_multipass_with_qmin) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_multipass_with_qmax) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_multipass) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_multipass_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(8)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_multipass_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(8)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_multipass_with_input_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_multipass_with_input_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_multipass_with_output_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_multipass_with_output_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_multipass_with_qmin) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_multipass_with_qmax) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_multipass) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_multipass_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_multipass_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_multipass_with_input_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_multipass_with_input_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_multipass_with_output_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_multipass_with_output_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_multipass_with_qmin) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_gt_8_multipass_with_qmax) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, few_output_pixels) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, few_output_pixels_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(43)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, few_output_pixels_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(43)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, few_output_pixels_with_input_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, few_output_pixels_with_input_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, few_output_pixels_with_output_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, few_output_pixels_with_output_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, few_output_pixels_with_qmin) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, few_output_pixels_with_qmax) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, few_output_pixels_with_output_stride) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_stride(43)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, few_output_pixels_with_step) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (size_t step = 2; step <= pooling_elements; step++) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.step(step)
|
|
.channels(channels)
|
|
.output_stride(43)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
|
|
|
|
#if XNN_ARCH_X86 || XNN_ARCH_X86_64
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_twopass_fulltile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_twopass_fulltile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_twopass_fulltile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t zero_index = 0; zero_index < 17; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_twopass_fulltile_with_input_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_twopass_fulltile_with_input_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_twopass_fulltile_with_output_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_twopass_fulltile_with_output_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_twopass_fulltile_with_qmin) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_twopass_fulltile_with_qmax) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_twopass_subtile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_twopass_subtile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_twopass_subtile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_twopass_fulltile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_twopass_fulltile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(41)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_twopass_fulltile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (size_t zero_index = 0; zero_index < 17; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(41)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_twopass_fulltile_with_input_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_twopass_fulltile_with_input_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_twopass_fulltile_with_output_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_twopass_fulltile_with_output_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_twopass_fulltile_with_qmin) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_twopass_fulltile_with_qmax) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_twopass_subtile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_twopass_subtile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(67)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_twopass_subtile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(67)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_twopass_fulltile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_twopass_fulltile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_twopass_fulltile_with_zero_index) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (size_t zero_index = 0; zero_index < 17; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_twopass_fulltile_with_input_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_twopass_fulltile_with_input_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_twopass_fulltile_with_output_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_twopass_fulltile_with_output_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_twopass_fulltile_with_qmin) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_twopass_fulltile_with_qmax) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_twopass_subtile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_twopass_subtile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_twopass_subtile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_twopass_fulltile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_twopass_fulltile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_twopass_fulltile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (size_t zero_index = 0; zero_index < 17; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_twopass_fulltile_with_input_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_twopass_fulltile_with_input_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_twopass_fulltile_with_output_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_twopass_fulltile_with_output_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_twopass_fulltile_with_qmin) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_twopass_fulltile_with_qmax) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_twopass_subtile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_twopass_subtile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_twopass_subtile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_multipass) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_multipass_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_multipass_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_multipass_with_input_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_multipass_with_input_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_multipass_with_output_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_multipass_with_output_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_multipass_with_qmin) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_eq_8_multipass_with_qmax) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(8)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_multipass) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_multipass_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(67)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_multipass_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(67)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_multipass_with_input_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_multipass_with_input_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_multipass_with_output_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_multipass_with_output_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_multipass_with_qmin) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_div_8_multipass_with_qmax) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_multipass) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_multipass_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(8)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_multipass_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(8)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_multipass_with_input_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_multipass_with_input_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_multipass_with_output_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_multipass_with_output_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_multipass_with_qmin) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_lt_8_multipass_with_qmax) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_multipass) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_multipass_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_multipass_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_multipass_with_input_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_multipass_with_input_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_multipass_with_output_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_multipass_with_output_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_multipass_with_qmin) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, channels_gt_8_multipass_with_qmax) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, few_output_pixels) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, few_output_pixels_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(43)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, few_output_pixels_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(43)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, few_output_pixels_with_input_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, few_output_pixels_with_input_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, few_output_pixels_with_output_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, few_output_pixels_with_output_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, few_output_pixels_with_qmin) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, few_output_pixels_with_qmax) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, few_output_pixels_with_output_stride) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_stride(43)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SSE2_C8, few_output_pixels_with_step) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (size_t step = 2; step <= pooling_elements; step++) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.step(step)
|
|
.channels(channels)
|
|
.output_stride(43)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
|
|
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_twopass_fulltile) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_twopass_fulltile_with_input_offset) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.input_offset(3)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_twopass_fulltile_with_zero) {
|
|
for (size_t zero_index = 0; zero_index < 17; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.input_offset(3)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_twopass_fulltile_with_input_scale) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_twopass_fulltile_with_input_zero_point) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_twopass_fulltile_with_output_scale) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_twopass_fulltile_with_output_zero_point) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_twopass_fulltile_with_qmin) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_twopass_fulltile_with_qmax) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_twopass_subtile) {
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_twopass_subtile_with_input_offset) {
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.input_offset(3)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_twopass_subtile_with_zero) {
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.input_offset(3)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_twopass_fulltile) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_twopass_fulltile_with_input_offset) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(3)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_twopass_fulltile_with_zero) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (size_t zero_index = 0; zero_index < 17; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(3)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_twopass_fulltile_with_input_scale) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_twopass_fulltile_with_input_zero_point) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_twopass_fulltile_with_output_scale) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_twopass_fulltile_with_output_zero_point) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_twopass_fulltile_with_qmin) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_twopass_fulltile_with_qmax) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(17)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_twopass_subtile) {
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_twopass_subtile_with_input_offset) {
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(3)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_twopass_subtile_with_zero) {
|
|
for (size_t pooling_elements = 10; pooling_elements < 17; pooling_elements++) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(3)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_multipass) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_multipass_with_input_offset) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.input_offset(3)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_multipass_with_zero) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.input_offset(3)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_multipass_with_input_scale) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_multipass_with_input_zero_point) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_multipass_with_output_scale) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_multipass_with_output_zero_point) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_multipass_with_qmin) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_eq_1_multipass_with_qmax) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(1)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_multipass) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_multipass_with_input_offset) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(3)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_multipass_with_zero) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(3)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_multipass_with_input_scale) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_multipass_with_input_zero_point) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_multipass_with_output_scale) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_multipass_with_output_zero_point) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_multipass_with_qmin) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, channels_gt_1_multipass_with_qmax) {
|
|
for (size_t pooling_elements = 18; pooling_elements <= 33; pooling_elements += 3) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, few_output_pixels) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, few_output_pixels_with_input_offset) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(7)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, few_output_pixels_with_zero) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_offset(7)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, few_output_pixels_with_input_scale) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, few_output_pixels_with_input_zero_point) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, few_output_pixels_with_output_scale) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, few_output_pixels_with_output_zero_point) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, few_output_pixels_with_qmin) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, few_output_pixels_with_qmax) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, few_output_pixels_with_output_stride) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.channels(channels)
|
|
.output_stride(7)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9P8X__SCALAR_C1, few_output_pixels_with_step) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{10, 16, 18}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
for (size_t step = 2; step <= pooling_elements; step++) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 8)
|
|
.step(step)
|
|
.channels(channels)
|
|
.output_stride(7)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
#if XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_eq_8_unipass_fulltile) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_eq_8_unipass_fulltile_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_eq_8_unipass_fulltile_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t zero_index = 0; zero_index < 9; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_eq_8_unipass_fulltile_with_input_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_eq_8_unipass_fulltile_with_input_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_eq_8_unipass_fulltile_with_output_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_eq_8_unipass_fulltile_with_output_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_eq_8_unipass_fulltile_with_qmin) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_eq_8_unipass_fulltile_with_qmax) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_eq_8_unipass_subtile) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_eq_8_unipass_subtile_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_eq_8_unipass_subtile_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_div_8_unipass_fulltile) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_div_8_unipass_fulltile_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(67)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_div_8_unipass_fulltile_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (size_t zero_index = 0; zero_index < 9; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(67)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_div_8_unipass_fulltile_with_input_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_div_8_unipass_fulltile_with_input_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_div_8_unipass_fulltile_with_output_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_div_8_unipass_fulltile_with_output_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_div_8_unipass_fulltile_with_qmin) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_div_8_unipass_fulltile_with_qmax) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_div_8_unipass_subtile) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_div_8_unipass_subtile_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(67)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_div_8_unipass_subtile_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(67)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_lt_8_unipass_fulltile) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_lt_8_unipass_fulltile_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_lt_8_unipass_fulltile_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (size_t zero_index = 0; zero_index < 9; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_lt_8_unipass_fulltile_with_input_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_lt_8_unipass_fulltile_with_input_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_lt_8_unipass_fulltile_with_output_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_lt_8_unipass_fulltile_with_output_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_lt_8_unipass_fulltile_with_qmin) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_lt_8_unipass_fulltile_with_qmax) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_lt_8_unipass_subtile) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_lt_8_unipass_subtile_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_lt_8_unipass_subtile_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_gt_8_unipass_fulltile) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_gt_8_unipass_fulltile_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_gt_8_unipass_fulltile_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (size_t zero_index = 0; zero_index < 9; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_gt_8_unipass_fulltile_with_input_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_gt_8_unipass_fulltile_with_input_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_gt_8_unipass_fulltile_with_output_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_gt_8_unipass_fulltile_with_output_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_gt_8_unipass_fulltile_with_qmin) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_gt_8_unipass_fulltile_with_qmax) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_gt_8_unipass_subtile) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_gt_8_unipass_subtile_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, channels_gt_8_unipass_subtile_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, few_output_pixels) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, few_output_pixels_with_input_offset) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.input_offset(43)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, few_output_pixels_with_zero) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.input_offset(43)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, few_output_pixels_with_input_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, few_output_pixels_with_input_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, few_output_pixels_with_output_scale) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, few_output_pixels_with_output_zero_point) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, few_output_pixels_with_qmin) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, few_output_pixels_with_qmax) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, few_output_pixels_with_output_stride) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.output_stride(43)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__NEON_C8, few_output_pixels_with_step) {
|
|
TEST_REQUIRES_ARM_NEON;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (size_t step = 2; step <= pooling_elements; step++) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.step(step)
|
|
.channels(channels)
|
|
.output_stride(43)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, xnn_init_qu8_avgpool_minmax_neon_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
#endif // XNN_ARCH_ARM || XNN_ARCH_ARM64
|
|
|
|
|
|
#if XNN_ARCH_X86 || XNN_ARCH_X86_64
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_eq_8_unipass_fulltile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_eq_8_unipass_fulltile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_eq_8_unipass_fulltile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t zero_index = 0; zero_index < 9; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_eq_8_unipass_fulltile_with_input_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_eq_8_unipass_fulltile_with_input_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_eq_8_unipass_fulltile_with_output_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_eq_8_unipass_fulltile_with_output_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_eq_8_unipass_fulltile_with_qmin) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_eq_8_unipass_fulltile_with_qmax) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_eq_8_unipass_subtile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_eq_8_unipass_subtile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_eq_8_unipass_subtile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(8)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_div_8_unipass_fulltile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_div_8_unipass_fulltile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(67)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_div_8_unipass_fulltile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (size_t zero_index = 0; zero_index < 9; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(67)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_div_8_unipass_fulltile_with_input_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_div_8_unipass_fulltile_with_input_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_div_8_unipass_fulltile_with_output_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_div_8_unipass_fulltile_with_output_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_div_8_unipass_fulltile_with_qmin) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_div_8_unipass_fulltile_with_qmax) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_div_8_unipass_subtile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_div_8_unipass_subtile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(67)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_div_8_unipass_subtile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 16; channels < 64; channels += 8) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(67)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_lt_8_unipass_fulltile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_lt_8_unipass_fulltile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_lt_8_unipass_fulltile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (size_t zero_index = 0; zero_index < 9; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_lt_8_unipass_fulltile_with_input_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_lt_8_unipass_fulltile_with_input_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_lt_8_unipass_fulltile_with_output_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_lt_8_unipass_fulltile_with_output_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_lt_8_unipass_fulltile_with_qmin) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_lt_8_unipass_fulltile_with_qmax) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_lt_8_unipass_subtile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_lt_8_unipass_subtile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(11)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_lt_8_unipass_subtile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 1; channels < 8; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(11)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_gt_8_unipass_fulltile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_gt_8_unipass_fulltile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_gt_8_unipass_fulltile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (size_t zero_index = 0; zero_index < 9; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_gt_8_unipass_fulltile_with_input_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_gt_8_unipass_fulltile_with_input_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_gt_8_unipass_fulltile_with_output_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_gt_8_unipass_fulltile_with_output_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_gt_8_unipass_fulltile_with_qmin) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_gt_8_unipass_fulltile_with_qmax) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_gt_8_unipass_subtile) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_gt_8_unipass_subtile_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, channels_gt_8_unipass_subtile_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 9; channels < 16; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(17)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, few_output_pixels) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, few_output_pixels_with_input_offset) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.input_offset(43)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, few_output_pixels_with_zero) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.input_offset(43)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, few_output_pixels_with_input_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, few_output_pixels_with_input_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, few_output_pixels_with_output_scale) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, few_output_pixels_with_output_zero_point) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, few_output_pixels_with_qmin) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, few_output_pixels_with_qmax) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, few_output_pixels_with_output_stride) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.output_stride(43)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SSE2_C8, few_output_pixels_with_step) {
|
|
TEST_REQUIRES_X86_SSE2;
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 40; channels += 7) {
|
|
for (size_t step = 2; step <= pooling_elements; step++) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.step(step)
|
|
.channels(channels)
|
|
.output_stride(43)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, xnn_init_qu8_avgpool_minmax_sse2_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
#endif // XNN_ARCH_X86 || XNN_ARCH_X86_64
|
|
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_eq_1_unipass_fulltile) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(1)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_eq_1_unipass_fulltile_with_input_offset) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(1)
|
|
.input_offset(3)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_eq_1_unipass_fulltile_with_zero) {
|
|
for (size_t zero_index = 0; zero_index < 9; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(1)
|
|
.input_offset(3)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_eq_1_unipass_fulltile_with_input_scale) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(1)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_eq_1_unipass_fulltile_with_input_zero_point) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(1)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_eq_1_unipass_fulltile_with_output_scale) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(1)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_eq_1_unipass_fulltile_with_output_zero_point) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(1)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_eq_1_unipass_fulltile_with_qmin) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(1)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_eq_1_unipass_fulltile_with_qmax) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(1)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_eq_1_unipass_subtile) {
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(1)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_eq_1_unipass_subtile_with_input_offset) {
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(1)
|
|
.input_offset(3)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_eq_1_unipass_subtile_with_zero) {
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(1)
|
|
.input_offset(3)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_gt_1_unipass_fulltile) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_gt_1_unipass_fulltile_with_input_offset) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(3)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_gt_1_unipass_fulltile_with_zero) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (size_t zero_index = 0; zero_index < 9; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(3)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_gt_1_unipass_fulltile_with_input_scale) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_gt_1_unipass_fulltile_with_input_zero_point) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_gt_1_unipass_fulltile_with_output_scale) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_gt_1_unipass_fulltile_with_output_zero_point) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_gt_1_unipass_fulltile_with_qmin) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_gt_1_unipass_fulltile_with_qmax) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(9)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_gt_1_unipass_subtile) {
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_gt_1_unipass_subtile_with_input_offset) {
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(3)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, channels_gt_1_unipass_subtile_with_zero) {
|
|
for (size_t pooling_elements = 2; pooling_elements < 9; pooling_elements++) {
|
|
for (size_t channels = 2; channels < 10; channels++) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_offset(3)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, few_output_pixels) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, few_output_pixels_with_input_offset) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.input_offset(7)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, few_output_pixels_with_zero) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
for (size_t zero_index = 0; zero_index < pooling_elements; zero_index++) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.input_offset(7)
|
|
.zero_index(zero_index)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, few_output_pixels_with_input_scale) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, few_output_pixels_with_input_zero_point) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.input_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, few_output_pixels_with_output_scale) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
for (float scale = 0.01f; scale < 100.0f; scale *= 3.14159265f) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_scale(scale)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, few_output_pixels_with_output_zero_point) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
for (int32_t zero_point = 0; zero_point <= 255; zero_point += 51) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9)
|
|
.channels(channels)
|
|
.output_zero_point(zero_point)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, few_output_pixels_with_qmin) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.qmin(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, few_output_pixels_with_qmax) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.qmax(128)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, few_output_pixels_with_output_stride) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.channels(channels)
|
|
.output_stride(7)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
TEST(QU8_AVGPOOL_MINMAX_9X__SCALAR_C1, few_output_pixels_with_step) {
|
|
for (size_t output_pixels = 2; output_pixels <= 5; output_pixels++) {
|
|
for (size_t pooling_elements : std::vector<size_t>{{2, 8, 9}}) {
|
|
for (size_t channels = 1; channels <= 5; channels += 1) {
|
|
for (size_t step = 2; step <= pooling_elements; step++) {
|
|
AvgPoolMicrokernelTester()
|
|
.output_pixels(output_pixels)
|
|
.pooling_elements(pooling_elements)
|
|
.pooling_tile(9, 0)
|
|
.step(step)
|
|
.channels(channels)
|
|
.output_stride(7)
|
|
.Test(xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, xnn_init_qu8_avgpool_minmax_scalar_params);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
} |