From 1167487ea8e54a76d0a3625e0aa84e2ad9ffd317 Mon Sep 17 00:00:00 2001 From: Giorgio Arena Date: Wed, 7 Feb 2018 15:38:12 +0000 Subject: COMPMID-897 Merge batch normalization with bounded relu Change-Id: I9a607fe620f795cdea1a99fdd3f5f8c2fc76f980 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/119234 Tested-by: Jenkins Reviewed-by: Gian Marco Iodice Reviewed-by: Georgios Pinitas --- .../MobileNetBatchNormalizationLayerDataset.h | 68 ++++++++++++++++++++++ 1 file changed, 68 insertions(+) create mode 100644 tests/datasets/system_tests/mobilenet/MobileNetBatchNormalizationLayerDataset.h (limited to 'tests/datasets/system_tests') diff --git a/tests/datasets/system_tests/mobilenet/MobileNetBatchNormalizationLayerDataset.h b/tests/datasets/system_tests/mobilenet/MobileNetBatchNormalizationLayerDataset.h new file mode 100644 index 0000000000..d09ff02ef9 --- /dev/null +++ b/tests/datasets/system_tests/mobilenet/MobileNetBatchNormalizationLayerDataset.h @@ -0,0 +1,68 @@ +/* + * Copyright (c) 2017-2018 ARM Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#ifndef ARM_COMPUTE_TEST_MOBILENET_BATCHNORMALIZATION_LAYER_DATASET +#define ARM_COMPUTE_TEST_MOBILENET_BATCHNORMALIZATION_LAYER_DATASET + +#include "tests/datasets/BatchNormalizationLayerDataset.h" + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" + +namespace arm_compute +{ +namespace test +{ +namespace datasets +{ +class MobileNetBatchNormalizationLayerDataset final : public BatchNormalizationLayerDataset +{ +public: + MobileNetBatchNormalizationLayerDataset() + { + // conv1_bn, dwc0_bn + add_config(TensorShape(112U, 112U, 32U), TensorShape(32U), 0.001f); + // pwc0_bn + add_config(TensorShape(112U, 112U, 64U), TensorShape(64U), 0.001f); + // dwc1_bn + add_config(TensorShape(56U, 56U, 64U), TensorShape(64U), 0.001f); + // dwc2_bn, pwc1_bn, pwc2_bn + add_config(TensorShape(56U, 56U, 128U), TensorShape(128U), 0.001f); + // dwc3_bn + add_config(TensorShape(28U, 28U, 128U), TensorShape(128U), 0.001f); + // dwc4_bn, pwc3_bn, pwc4_bn + add_config(TensorShape(28U, 28U, 256U), TensorShape(256U), 0.001f); + // dwc5_bn + add_config(TensorShape(14U, 14U, 256U), TensorShape(256U), 0.001f); + // dwc6_bn, dwc7_bn, dwc8_bn, dwc9_bn, dwc10_bn, pwc5_bn, pwc6_bn, pwc7_bn, pwc8_bn, pwc9_bn, pwc10_bn + add_config(TensorShape(14U, 14U, 512U), TensorShape(512U), 0.001f); + // dwc11_bn + add_config(TensorShape(7U, 7U, 512U), TensorShape(512U), 0.001f); + // dwc12_bn, pwc11_bn, pwc12_bn + add_config(TensorShape(7U, 7U, 1024U), TensorShape(1024U), 0.001f); + } +}; +} // namespace datasets +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_MOBILENET_BATCHNORMALIZATION_LAYER_DATASET */ -- cgit v1.2.1