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author | Gunes Bayir <gunes.bayir@arm.com> | 2022-02-15 11:40:13 +0000 |
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committer | Gunes Bayir <gunes.bayir@arm.com> | 2022-03-01 12:46:52 +0000 |
commit | 918a9fb4aa4be23ca4261c241e9e52acc42f9bb3 (patch) | |
tree | 1798ad109145b10e3314dcbbe4fd9339eb21685e /tests/validation/reference/Pool3D.h | |
parent | a538ae583c8816f69d05b98c62a9d3092f88f798 (diff) | |
download | ComputeLibrary-918a9fb4aa4be23ca4261c241e9e52acc42f9bb3.tar.gz |
Add Pool3d reference implementation
This patch
- adds the reference implementation for the 3D pooling layer
- supports FP32/FP16 and INT8/UINT8 types
- adds a function to calculate the output shape for 3D pooling
- adds a new type for describing pool 3d info (Pool3DInfo)
Resolves: COMPMID-4659
Change-Id: I22a18fa30625c98fa827ef1b50781db6893ba9c4
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7219
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'tests/validation/reference/Pool3D.h')
-rw-r--r-- | tests/validation/reference/Pool3D.h | 49 |
1 files changed, 49 insertions, 0 deletions
diff --git a/tests/validation/reference/Pool3D.h b/tests/validation/reference/Pool3D.h new file mode 100644 index 0000000000..bdb5744ecc --- /dev/null +++ b/tests/validation/reference/Pool3D.h @@ -0,0 +1,49 @@ +/* + * Copyright (c) 2022 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_POOL3D_LAYER_H +#define ARM_COMPUTE_TEST_POOL3D_LAYER_H + +#include "Utils.h" +#include "arm_compute/core/Types.h" +#include "tests/SimpleTensor.h" +#include "tests/validation/Helpers.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace reference +{ +template <typename T> +SimpleTensor<T> pool3d_internal(const SimpleTensor<T> &src, const Pool3DInfo &pool3d_info, SimpleTensor<uint32_t> *indices); + +template <typename T> +SimpleTensor<T> pool3d(const SimpleTensor<T> &src, const Pool3DInfo &pool3d_info, const QuantizationInfo &output_qinfo, SimpleTensor<uint32_t> *indices); +} // namespace reference +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* ARM_COMPUTE_TEST_POOL3D_LAYER_H */ |