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Diffstat (limited to 'tests/validation/reference/DeconvolutionLayer.h')
-rw-r--r-- | tests/validation/reference/DeconvolutionLayer.h | 55 |
1 files changed, 55 insertions, 0 deletions
diff --git a/tests/validation/reference/DeconvolutionLayer.h b/tests/validation/reference/DeconvolutionLayer.h new file mode 100644 index 0000000000..8222e32027 --- /dev/null +++ b/tests/validation/reference/DeconvolutionLayer.h @@ -0,0 +1,55 @@ +/* + * Copyright (c) 2017 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_DECONVOLUTION_LAYER_H__ +#define __ARM_COMPUTE_TEST_DECONVOLUTION_LAYER_H__ + +#include "tests/SimpleTensor.h" +#include "tests/validation/Helpers.h" + +namespace arm_compute +{ +namespace test +{ +namespace validation +{ +namespace reference +{ +/** Deconvolution reference implementation. + * + * src Input tensor. 3 lower dimensions represent a single input, and an optional 4th dimension for batch of inputs. Data types supported: F32. + * weights The 4d weights with dimensions [width, height, OFM, IFM]. Data type supported: Same as @p input. + * bias Optional, ignored if NULL. The biases have one dimension. Data type supported: Same as @p input. + * output_shape Output tensor shape. The output has the same number of dimensions as the @p input. + * info Contains padding and policies to be used in the deconvolution, this is decribed in @ref PadStrideInfo. + * a The number of zeros added to right edge of the input. + * + */ +template <typename T> +SimpleTensor<T> deconvolution_layer(const SimpleTensor<T> &src, const SimpleTensor<T> &weights, const SimpleTensor<T> &bias, const TensorShape &output_shape, const PadStrideInfo &info, + const std::pair<unsigned int, unsigned int> &a); +} // namespace reference +} // namespace validation +} // namespace test +} // namespace arm_compute +#endif /* __ARM_COMPUTE_TEST_DECONVOLUTION_LAYER_H__ */ |