blob: c36f4961f4fddaec37681677faf7a51c87d7ebe6 [file] [log] [blame]
// Copyright (c) Facebook, Inc. and its affiliates.
// All rights reserved.
//
// Copyright 2019 Google LLC
//
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree.
#include <gtest/gtest.h>
#include "leaky-relu-operator-tester.h"
TEST(LEAKY_RELU_NC_QU8, unit_batch) {
for (size_t channels = 1; channels < 100; channels++) {
LeakyReLUOperatorTester()
.batch_size(1)
.channels(channels)
.iterations(3)
.TestQU8();
}
}
TEST(LEAKY_RELU_NC_QU8, unit_batch_with_qmin) {
for (size_t channels = 1; channels < 100; channels += 15) {
LeakyReLUOperatorTester()
.batch_size(1)
.channels(channels)
.qmin(128)
.iterations(3)
.TestQU8();
}
}
TEST(LEAKY_RELU_NC_QU8, unit_batch_with_qmax) {
for (size_t channels = 1; channels < 100; channels += 15) {
LeakyReLUOperatorTester()
.batch_size(1)
.channels(channels)
.qmax(128)
.iterations(3)
.TestQU8();
}
}
TEST(LEAKY_RELU_NC_QU8, unit_batch_with_negative_slope) {
for (size_t channels = 1; channels < 100; channels += 15) {
for (float negative_slope = 1.0e-4f; negative_slope < 1.0f; negative_slope *= 3.14159265f) {
LeakyReLUOperatorTester()
.batch_size(1)
.channels(channels)
.negative_slope(negative_slope)
.iterations(1)
.TestQU8();
}
}
}
TEST(LEAKY_RELU_NC_QU8, unit_batch_with_input_scale) {
for (size_t channels = 1; channels < 100; channels += 15) {
for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 3.14159265f) {
LeakyReLUOperatorTester()
.batch_size(1)
.channels(channels)
.input_scale(input_scale)
.iterations(1)
.TestQU8();
}
}
}
TEST(LEAKY_RELU_NC_QU8, unit_batch_with_input_zero_point) {
for (size_t channels = 1; channels < 100; channels += 15) {
for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) {
LeakyReLUOperatorTester()
.batch_size(1)
.channels(channels)
.input_zero_point(uint8_t(input_zero_point))
.iterations(1)
.TestQU8();
}
}
}
TEST(LEAKY_RELU_NC_QU8, unit_batch_with_output_scale) {
for (size_t channels = 1; channels < 100; channels += 15) {
for (float output_scale = 1.0e-2f; output_scale < 1.0e+2f; output_scale *= 3.14159265f) {
LeakyReLUOperatorTester()
.batch_size(1)
.channels(channels)
.output_scale(output_scale)
.iterations(1)
.TestQU8();
}
}
}
TEST(LEAKY_RELU_NC_QU8, unit_batch_with_output_zero_point) {
for (size_t channels = 1; channels < 100; channels += 15) {
for (int32_t output_zero_point = 0; output_zero_point <= 255; output_zero_point += 51) {
LeakyReLUOperatorTester()
.batch_size(1)
.channels(channels)
.output_zero_point(uint8_t(output_zero_point))
.iterations(1)
.TestQU8();
}
}
}
TEST(LEAKY_RELU_NC_QU8, small_batch) {
for (size_t channels = 1; channels < 100; channels++) {
LeakyReLUOperatorTester()
.batch_size(3)
.channels(channels)
.iterations(3)
.TestQU8();
}
}
TEST(LEAKY_RELU_NC_QU8, small_batch_with_input_stride) {
for (size_t channels = 1; channels < 100; channels += 15) {
LeakyReLUOperatorTester()
.batch_size(3)
.channels(channels)
.input_stride(129)
.iterations(3)
.TestQU8();
}
}
TEST(LEAKY_RELU_NC_QU8, small_batch_with_output_stride) {
for (size_t channels = 1; channels < 100; channels += 15) {
LeakyReLUOperatorTester()
.batch_size(3)
.channels(channels)
.output_stride(117)
.iterations(3)
.TestQU8();
}
}
TEST(LEAKY_RELU_NC_QU8, small_batch_with_input_and_output_stride) {
for (size_t channels = 1; channels < 100; channels += 15) {
LeakyReLUOperatorTester()
.batch_size(3)
.channels(channels)
.input_stride(129)
.output_stride(117)
.iterations(3)
.TestQU8();
}
}
TEST(LEAKY_RELU_NC_F32, unit_batch) {
for (size_t channels = 1; channels < 100; channels++) {
LeakyReLUOperatorTester()
.batch_size(1)
.channels(channels)
.iterations(3)
.TestF32();
}
}
TEST(LEAKY_RELU_NC_F32, small_batch) {
for (size_t channels = 1; channels < 100; channels++) {
LeakyReLUOperatorTester()
.batch_size(3)
.channels(channels)
.iterations(3)
.TestF32();
}
}
TEST(LEAKY_RELU_NC_F32, small_batch_with_input_stride) {
for (size_t channels = 1; channels < 100; channels += 15) {
LeakyReLUOperatorTester()
.batch_size(3)
.channels(channels)
.input_stride(129)
.iterations(3)
.TestF32();
}
}
TEST(LEAKY_RELU_NC_F32, small_batch_with_output_stride) {
for (size_t channels = 1; channels < 100; channels += 15) {
LeakyReLUOperatorTester()
.batch_size(3)
.channels(channels)
.output_stride(117)
.iterations(3)
.TestF32();
}
}
TEST(LEAKY_RELU_NC_F32, small_batch_with_input_and_output_stride) {
for (size_t channels = 1; channels < 100; channels += 15) {
LeakyReLUOperatorTester()
.batch_size(3)
.channels(channels)
.input_stride(129)
.output_stride(117)
.iterations(3)
.TestF32();
}
}
TEST(LEAKY_RELU_NC_F32, small_batch_with_negative_slope) {
for (size_t batch_size = 1; batch_size <= 3; batch_size += 2) {
for (size_t channels = 1; channels < 100; channels += 15) {
for (float negative_slope = 1.0e-4f; negative_slope < 1.0f; negative_slope *= 3.14159265f) {
LeakyReLUOperatorTester()
.batch_size(3)
.channels(channels)
.negative_slope(negative_slope)
.iterations(1)
.TestF32();
}
}
}
}