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author | Sanghoon Lee <sanghoon.lee@arm.com> | 2018-01-23 15:16:47 +0000 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:49:16 +0000 |
commit | f47bfb97fa8bc928a7860b84b7b227f716f65e58 (patch) | |
tree | 6623bc798f312e0f1836f5df0fe82d3bde3e2f95 /tests/datasets | |
parent | be1f4a7f12e41f4988d4157f35dcb951cf31b72d (diff) | |
download | ComputeLibrary-f47bfb97fa8bc928a7860b84b7b227f716f65e58.tar.gz |
COMPMID-594: Implement reference and CL/NEON validation for LocallyConnected
Change-Id: I01e7abcf3f1b19458128e277044af850ad9fa224
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118610
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'tests/datasets')
-rw-r--r-- | tests/datasets/LocallyConnectedDataset.h | 79 |
1 files changed, 79 insertions, 0 deletions
diff --git a/tests/datasets/LocallyConnectedDataset.h b/tests/datasets/LocallyConnectedDataset.h new file mode 100644 index 0000000000..cc2fa88f02 --- /dev/null +++ b/tests/datasets/LocallyConnectedDataset.h @@ -0,0 +1,79 @@ +/* + * 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_LOCALLYCONNECTED_DATASET +#define ARM_COMPUTE_TEST_LOCALLYCONNECTED_DATASET + +#include "utils/TypePrinter.h" + +#include "arm_compute/core/TensorShape.h" +#include "arm_compute/core/Types.h" + +#include "tests/datasets/ConvolutionLayerDataset.h" + +namespace arm_compute +{ +namespace test +{ +namespace datasets +{ +class SmallLocallyConnectedDataset final : public ConvolutionLayerDataset +{ +public: + SmallLocallyConnectedDataset() + { + // Batch size 1 + add_config(TensorShape(23U, 27U, 5U), TensorShape(3U, 3U, 5U, 21U, 275U), TensorShape(21U, 275U), TensorShape(11U, 25U, 21U), PadStrideInfo(2, 1, 0, 0)); + add_config(TensorShape(17U, 31U, 2U), TensorShape(5U, 5U, 2U, 19U, 225U), TensorShape(19U, 225U), TensorShape(15U, 15U, 19U), PadStrideInfo(1, 2, 1, 1)); + add_config(TensorShape(17U, 31U, 2U), TensorShape(5U, 3U, 2U, 19U, 240U), TensorShape(19U, 240U), TensorShape(15U, 16U, 19U), PadStrideInfo(1, 2, 1, 1)); + // Batch size 4 + add_config(TensorShape(23U, 27U, 5U, 4U), TensorShape(3U, 3U, 5U, 21U, 275U), TensorShape(21U, 275U), TensorShape(11U, 25U, 21U, 4U), PadStrideInfo(2, 1, 0, 0)); + add_config(TensorShape(17U, 31U, 2U, 4U), TensorShape(5U, 5U, 2U, 19U, 225U), TensorShape(19U, 225U), TensorShape(15U, 15U, 19U, 4U), PadStrideInfo(1, 2, 1, 1)); + add_config(TensorShape(17U, 31U, 2U, 4U), TensorShape(5U, 3U, 2U, 19U, 240U), TensorShape(19U, 240U), TensorShape(15U, 16U, 19U, 4U), PadStrideInfo(1, 2, 1, 1)); + // FC convolution + add_config(TensorShape(1U, 1U, 1024U), TensorShape(1U, 1U, 1024U, 1001U, 1U), TensorShape(1001U, 1U), TensorShape(1U, 1U, 1001U), PadStrideInfo(1, 1, 0, 0)); + } +}; + +class LargeLocallyConnectedDataset final : public ConvolutionLayerDataset +{ +public: + LargeLocallyConnectedDataset() + { + // Batch size 1 + add_config(TensorShape(23U, 27U, 5U), TensorShape(3U, 1U, 5U, 21U, 297U), TensorShape(21U, 297U), TensorShape(11U, 27U, 21U), PadStrideInfo(2, 1, 0, 0)); + add_config(TensorShape(33U, 27U, 7U), TensorShape(5U, 5U, 7U, 16U, 132U), TensorShape(16U, 132U), TensorShape(11U, 12U, 16U), PadStrideInfo(3, 2, 1, 0)); + add_config(TensorShape(33U, 27U, 7U), TensorShape(5U, 7U, 7U, 16U, 121U), TensorShape(16U, 121U), TensorShape(11U, 11U, 16U), PadStrideInfo(3, 2, 1, 0)); + // Batch size 4 + add_config(TensorShape(23U, 27U, 5U, 4U), TensorShape(3U, 1U, 5U, 21U, 297U), TensorShape(21U, 297U), TensorShape(11U, 27U, 21U, 4U), PadStrideInfo(2, 1, 0, 0)); + add_config(TensorShape(33U, 27U, 7U, 4U), TensorShape(5U, 5U, 7U, 16U, 132U), TensorShape(16U, 132U), TensorShape(11U, 12U, 16U, 4U), PadStrideInfo(3, 2, 1, 0)); + add_config(TensorShape(33U, 27U, 7U, 4U), TensorShape(5U, 7U, 7U, 16U, 121U), TensorShape(16U, 121U), TensorShape(11U, 11U, 16U, 4U), PadStrideInfo(3, 2, 1, 0)); + // Arbitrary batch size + add_config(TensorShape(33U, 27U, 7U, 5U), TensorShape(5U, 7U, 7U, 16U, 121U), TensorShape(16U, 121U), TensorShape(11U, 11U, 16U, 5U), PadStrideInfo(3, 2, 1, 0)); + } +}; + +} // namespace datasets +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_LOCALLYCONNECTED_DATASET */ |