/* * Copyright (c) Facebook, Inc. and its affiliates. * All rights reserved. * * This source code is licensed under the BSD-style license found in the * LICENSE file in the root directory of this source tree. */ #include #include "leaky-relu-operator-tester.h" TEST(LEAKY_RELU_OP, zero_batch) { LeakyReLUOperatorTester().batchSize(0).channels(2).iterations(1).testQ8(); } TEST(LEAKY_RELU_OP, unit_batch) { for (size_t channels = 1; channels < 100; channels++) { LeakyReLUOperatorTester() .batchSize(1) .channels(channels) .iterations(3) .testQ8(); } } TEST(LEAKY_RELU_OP, unit_batch_with_qmin) { for (size_t channels = 1; channels < 100; channels += 15) { LeakyReLUOperatorTester() .batchSize(1) .channels(channels) .qmin(128) .iterations(3) .testQ8(); } } TEST(LEAKY_RELU_OP, unit_batch_with_qmax) { for (size_t channels = 1; channels < 100; channels += 15) { LeakyReLUOperatorTester() .batchSize(1) .channels(channels) .qmax(128) .iterations(3) .testQ8(); } } TEST(LEAKY_RELU_OP, unit_batch_with_negative_slope) { for (size_t channels = 1; channels < 100; channels += 15) { for (float negativeSlope = 1.0e-4f; negativeSlope < 1.0f; negativeSlope *= 3.14159265f) { LeakyReLUOperatorTester() .batchSize(1) .channels(channels) .negativeSlope(negativeSlope) .iterations(1) .testQ8(); } } } TEST(LEAKY_RELU_OP, unit_batch_with_input_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float inputScale = 1.0e-2f; inputScale < 1.0e+2f; inputScale *= 3.14159265f) { LeakyReLUOperatorTester() .batchSize(1) .channels(channels) .inputScale(inputScale) .iterations(1) .testQ8(); } } } TEST(LEAKY_RELU_OP, unit_batch_with_input_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t inputZeroPoint = 0; inputZeroPoint <= 255; inputZeroPoint += 51) { LeakyReLUOperatorTester() .batchSize(1) .channels(channels) .inputZeroPoint(uint8_t(inputZeroPoint)) .iterations(1) .testQ8(); } } } TEST(LEAKY_RELU_OP, unit_batch_with_output_scale) { for (size_t channels = 1; channels < 100; channels += 15) { for (float outputScale = 1.0e-2f; outputScale < 1.0e+2f; outputScale *= 3.14159265f) { LeakyReLUOperatorTester() .batchSize(1) .channels(channels) .outputScale(outputScale) .iterations(1) .testQ8(); } } } TEST(LEAKY_RELU_OP, unit_batch_with_output_zero_point) { for (size_t channels = 1; channels < 100; channels += 15) { for (int32_t outputZeroPoint = 0; outputZeroPoint <= 255; outputZeroPoint += 51) { LeakyReLUOperatorTester() .batchSize(1) .channels(channels) .outputZeroPoint(uint8_t(outputZeroPoint)) .iterations(1) .testQ8(); } } } TEST(LEAKY_RELU_OP, small_batch) { for (size_t channels = 1; channels < 100; channels++) { LeakyReLUOperatorTester() .batchSize(3) .channels(channels) .iterations(3) .testQ8(); } } TEST(LEAKY_RELU_OP, small_batch_with_input_stride) { for (size_t channels = 1; channels < 100; channels += 15) { LeakyReLUOperatorTester() .batchSize(3) .channels(channels) .inputStride(129) .iterations(3) .testQ8(); } } TEST(LEAKY_RELU_OP, small_batch_with_output_stride) { for (size_t channels = 1; channels < 100; channels += 15) { LeakyReLUOperatorTester() .batchSize(3) .channels(channels) .outputStride(117) .iterations(3) .testQ8(); } } TEST(LEAKY_RELU_OP, small_batch_with_input_and_output_stride) { for (size_t channels = 1; channels < 100; channels += 15) { LeakyReLUOperatorTester() .batchSize(3) .channels(channels) .inputStride(129) .outputStride(117) .iterations(3) .testQ8(); } }