| // Copyright (c) Facebook, Inc. and its affiliates. |
| // All rights reserved. |
| // |
| // Copyright 2020 Google LLC |
| // |
| // This source code is licensed under the BSD-style license found in the |
| // LICENSE file in the root directory of this source tree. |
| // |
| // Auto-generated file. Do not edit! |
| // Specification: test/qu8-avgpool-minmax.yaml |
| // Generator: tools/generate-avgpool-test.py |
| |
| |
| #include <gtest/gtest.h> |
| |
| #include <xnnpack/common.h> |
| #include <xnnpack/isa-checks.h> |
| |
| #include <xnnpack/avgpool.h> |
| #include <xnnpack/pavgpool.h> |
| #include "avgpool-microkernel-tester.h" |
| |
| |
| #if XNN_ARCH_ARM || XNN_ARCH_ARM64 |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| AvgPoolMicrokernelTester() |
| .pooling_elements(17) |
| .pooling_tile(9, 8) |
| .channels(8) |
| .Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8); |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_input_offset) { |
| TEST_REQUIRES_ARM_NEON; |
| AvgPoolMicrokernelTester() |
| .pooling_elements(17) |
| .pooling_tile(9, 8) |
| .channels(8) |
| .input_offset(11) |
| .Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8); |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_zero) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_input_scale) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_input_zero_point) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_output_scale) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_output_zero_point) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_qmin) { |
| TEST_REQUIRES_ARM_NEON; |
| AvgPoolMicrokernelTester() |
| .pooling_elements(17) |
| .pooling_tile(9, 8) |
| .channels(8) |
| .qmin(128) |
| .Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8); |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_fulltile_with_qmax) { |
| TEST_REQUIRES_ARM_NEON; |
| AvgPoolMicrokernelTester() |
| .pooling_elements(17) |
| .pooling_tile(9, 8) |
| .channels(8) |
| .qmax(128) |
| .Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8); |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_subtile) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_subtile_with_input_offset) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_eq_8_twopass_subtile_with_zero) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_fulltile_with_input_offset) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_fulltile_with_zero) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_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(17) |
| .pooling_tile(9, 8) |
| .channels(channels) |
| .input_scale(scale) |
| .Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8); |
| } |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_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(17) |
| .pooling_tile(9, 8) |
| .channels(channels) |
| .input_zero_point(zero_point) |
| .Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8); |
| } |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_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(17) |
| .pooling_tile(9, 8) |
| .channels(channels) |
| .output_scale(scale) |
| .Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8); |
| } |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_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(17) |
| .pooling_tile(9, 8) |
| .channels(channels) |
| .output_zero_point(zero_point) |
| .Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8); |
| } |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_fulltile_with_qmin) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_fulltile_with_qmax) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_subtile) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_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 = 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); |
| } |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_div_8_twopass_subtile_with_zero) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_fulltile) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_fulltile_with_input_offset) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_fulltile_with_zero_index) { |
| TEST_REQUIRES_ARM_NEON; |
| 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__neon_c8); |
| } |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_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(17) |
| .pooling_tile(9, 8) |
| .channels(channels) |
| .input_scale(scale) |
| .Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8); |
| } |
| } |
| } |
| |
| TEST(QU8_AVGPOOL_MINMAX_9P8X__NEON_C8, channels_lt_8_twopass_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(17) |
| .pooling_tile(9, 8) |
| .channels(channels) |
| .input_zero_point(zero_point) |
| .Test(xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| #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); |
| } |
| |
| 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); |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| |
| 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); |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| #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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| #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); |
| } |
| |
| 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); |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| |
| 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); |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| #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); |
| } |
| |
| 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); |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| |
| 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); |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| |
| 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); |
| } |
| } |
| } |
| } |
| } |
| #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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| |
| 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, AvgPoolMicrokernelTester::Variant::Scalar); |
| } |
| } |
| } |
| } |
| } |