blob: 03a6bcd553d48b4ed740fac4485d1ff3cd12409e [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 "softmax-operator-tester.h"
TEST(SOFTMAX_NC_Q8, single_class) {
SoftMaxOperatorTester()
.batch_size(1)
.channels(1)
.iterations(100)
.TestQ8();
}
TEST(SOFTMAX_NC_Q8, two_classes) {
SoftMaxOperatorTester()
.batch_size(1)
.channels(2)
.iterations(100)
.TestQ8();
}
TEST(SOFTMAX_NC_Q8, many_classes) {
for (size_t channels = 3; channels < 100; channels++) {
SoftMaxOperatorTester()
.batch_size(1)
.channels(channels)
.iterations(1)
.TestQ8();
}
}
TEST(SOFTMAX_NC_Q8, cifar_classes) {
// CIFAR-10
SoftMaxOperatorTester()
.batch_size(1)
.channels(10)
.iterations(15)
.TestQ8();
// CIFAR-100
SoftMaxOperatorTester()
.batch_size(1)
.channels(100)
.iterations(15)
.TestQ8();
}
TEST(SOFTMAX_NC_Q8, imagenet_classes) {
// ImageNet-1K
SoftMaxOperatorTester()
.batch_size(1)
.channels(1000)
.iterations(10)
.TestQ8();
// ImageNet-1K+1
SoftMaxOperatorTester()
.batch_size(1)
.channels(1001)
.iterations(10)
.TestQ8();
// ImageNet-22K
SoftMaxOperatorTester()
.batch_size(1)
.channels(21841)
.iterations(10)
.TestQ8();
}
TEST(SOFTMAX_NC_Q8, many_channels_with_input_scale) {
for (size_t channels = 1; channels < 100; channels += 5) {
for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 3.14159265f) {
SoftMaxOperatorTester()
.batch_size(1)
.channels(channels)
.input_scale(input_scale)
.iterations(1)
.TestQ8();
}
}
}
TEST(SOFTMAX_NC_Q8, many_channels_with_input_zero_point) {
for (size_t channels = 1; channels < 100; channels += 5) {
for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) {
SoftMaxOperatorTester()
.batch_size(1)
.channels(channels)
.input_zero_point(uint8_t(input_zero_point))
.iterations(1)
.TestQ8();
}
}
}
TEST(SOFTMAX_NC_Q8, small_batch) {
for (size_t channels = 1; channels < 100; channels += 5) {
SoftMaxOperatorTester()
.batch_size(3)
.channels(channels)
.iterations(3)
.TestQ8();
}
}
TEST(SOFTMAX_NC_Q8, small_batch_with_input_stride) {
for (size_t channels = 1; channels < 100; channels += 5) {
SoftMaxOperatorTester()
.batch_size(3)
.channels(channels)
.input_stride(129)
.iterations(3)
.TestQ8();
}
}
TEST(SOFTMAX_NC_Q8, small_batch_with_output_stride) {
for (size_t channels = 1; channels < 100; channels += 5) {
SoftMaxOperatorTester()
.batch_size(3)
.channels(channels)
.output_stride(117)
.iterations(3)
.TestQ8();
}
}
TEST(SOFTMAX_NC_Q8, strided_batch_with_input_and_output_stride) {
for (size_t channels = 1; channels < 100; channels += 5) {
SoftMaxOperatorTester()
.batch_size(3)
.channels(channels)
.input_stride(129)
.output_stride(117)
.iterations(3)
.TestQ8();
}
}
TEST(SOFTMAX_NC_F32, single_class) {
SoftMaxOperatorTester()
.batch_size(1)
.channels(1)
.iterations(100)
.TestF32();
}
TEST(SOFTMAX_NC_F32, two_classes) {
SoftMaxOperatorTester()
.batch_size(1)
.channels(2)
.iterations(100)
.TestF32();
}
TEST(SOFTMAX_NC_F32, many_classes) {
for (size_t channels = 3; channels < 100; channels++) {
SoftMaxOperatorTester()
.batch_size(1)
.channels(channels)
.iterations(1)
.TestF32();
}
}
TEST(SOFTMAX_NC_F32, cifar_classes) {
// CIFAR-10
SoftMaxOperatorTester()
.batch_size(1)
.channels(10)
.iterations(15)
.TestF32();
// CIFAR-100
SoftMaxOperatorTester()
.batch_size(1)
.channels(100)
.iterations(15)
.TestF32();
}
TEST(SOFTMAX_NC_F32, imagenet_classes) {
// ImageNet-1K
SoftMaxOperatorTester()
.batch_size(1)
.channels(1000)
.iterations(10)
.TestF32();
// ImageNet-1K+1
SoftMaxOperatorTester()
.batch_size(1)
.channels(1001)
.iterations(10)
.TestF32();
// ImageNet-22K
SoftMaxOperatorTester()
.batch_size(1)
.channels(21841)
.iterations(10)
.TestF32();
}
TEST(SOFTMAX_NC_F32, small_batch) {
for (size_t channels = 1; channels < 100; channels += 5) {
SoftMaxOperatorTester()
.batch_size(3)
.channels(channels)
.iterations(3)
.TestF32();
}
}
TEST(SOFTMAX_NC_F32, small_batch_with_input_stride) {
for (size_t channels = 1; channels < 100; channels += 5) {
SoftMaxOperatorTester()
.batch_size(3)
.channels(channels)
.input_stride(129)
.iterations(3)
.TestF32();
}
}
TEST(SOFTMAX_NC_F32, small_batch_with_output_stride) {
for (size_t channels = 1; channels < 100; channels += 5) {
SoftMaxOperatorTester()
.batch_size(3)
.channels(channels)
.output_stride(117)
.iterations(3)
.TestF32();
}
}
TEST(SOFTMAX_NC_F32, strided_batch_with_input_and_output_stride) {
for (size_t channels = 1; channels < 100; channels += 5) {
SoftMaxOperatorTester()
.batch_size(3)
.channels(channels)
.input_stride(129)
.output_stride(117)
.iterations(3)
.TestF32();
}
}