From 37722d9a81627520fa347eb65199dbfeb84b26bd Mon Sep 17 00:00:00 2001 From: morgolock Date: Thu, 9 Apr 2020 14:17:48 +0100 Subject: COMPMID-2449: Implement NEUnPoolLayer Change-Id: I5677c87bba97dd395a3e13dbce34a3dd2c437033 Signed-off-by: morgolock Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3289 Tested-by: Arm Jenkins Reviewed-by: Georgios Pinitas Comments-Addressed: Arm Jenkins --- .../runtime/NEON/functions/NEMaxUnpoolingLayer.h | 77 ++++++++++++++++++++++ 1 file changed, 77 insertions(+) create mode 100644 arm_compute/runtime/NEON/functions/NEMaxUnpoolingLayer.h (limited to 'arm_compute/runtime/NEON/functions/NEMaxUnpoolingLayer.h') diff --git a/arm_compute/runtime/NEON/functions/NEMaxUnpoolingLayer.h b/arm_compute/runtime/NEON/functions/NEMaxUnpoolingLayer.h new file mode 100644 index 0000000000..f93e4caf93 --- /dev/null +++ b/arm_compute/runtime/NEON/functions/NEMaxUnpoolingLayer.h @@ -0,0 +1,77 @@ +/* + * Copyright (c) 2020 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_NEMAXUNPOOLINGLAYER_H +#define ARM_COMPUTE_NEMAXUNPOOLINGLAYER_H + +#include "arm_compute/runtime/IFunction.h" + +#include "arm_compute/core/NEON/kernels/NEMaxUnpoolingLayerKernel.h" +#include "arm_compute/core/NEON/kernels/NEMemsetKernel.h" + +namespace arm_compute +{ +class ITensor; + +/** Function to perform MaxUnpooling. This function calls the following NEON kernels: + * + * -# @ref NEMemsetKernel + * -# @ref NEMaxUnpoolingLayerKernel + */ +class NEMaxUnpoolingLayer : public IFunction +{ +public: + /** Constructor */ + NEMaxUnpoolingLayer(); + /** Set the input and output tensors. + * + * @note F16 is supported for pool sizes 2 and 3 only + * + * @param[in, out] input Source tensor. (Written to only when padding != 0) Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. + * @param[out] output Destination tensor. Data types supported: Same as @p input. + * @param[out] indices The indices of the maximal values. Data type supported: U32. + * @param[in] pool_info Contains pooling operation information described in @ref PoolingLayerInfo. + */ + void configure(ITensor *input, ITensor *indices, ITensor *output, const PoolingLayerInfo &pool_info); + /** Static function to check if given info will lead to a valid configuration of @ref NEMaxUnpoolingLayer + * + * @note F16 is supported for pool sizes 2 and 3 only + * + * @param[in] input Source tensor. (Written to only when padding != 0) Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. + * @param[in] indices The indices of the maximal values. Data type supported: U32. + * @param[in] output Destination tensor. Data types supported: Same as @p input. + * @param[in] pool_info Contains pooling operation information described in @ref PoolingLayerInfo. + * + * @return a status + */ + static Status validate(const ITensorInfo *input, const ITensorInfo *indices, const ITensorInfo *output, const PoolingLayerInfo &pool_info); + + // Inherited methods overridden: + void run() override; + +private: + NEMemsetKernel _memset_kernel; + NEMaxUnpoolingLayerKernel _unpooling_layer_kernel; +}; +} +#endif /* ARM_COMPUTE_NEMAXUNPOOLINGLAYER_H */ -- cgit v1.2.1