From bf17955e2bf36c635acbac7c3bb03fbbd7732671 Mon Sep 17 00:00:00 2001 From: Gian Marco Iodice Date: Tue, 5 Sep 2017 13:51:21 +0100 Subject: COMPMID-522 - Added support for GlobalPooling in CLPoolingLayer and CLFlattening for 3D tensor Change-Id: Ifc7db1e4d4af322a4dcbfeb3e132e5c326596872 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86618 Reviewed-by: Georgios Pinitas Tested-by: Kaizen --- arm_compute/runtime/CL/functions/CLFlattenLayer.h | 52 +++++++++++++++++++++++ 1 file changed, 52 insertions(+) create mode 100644 arm_compute/runtime/CL/functions/CLFlattenLayer.h (limited to 'arm_compute/runtime/CL/functions/CLFlattenLayer.h') diff --git a/arm_compute/runtime/CL/functions/CLFlattenLayer.h b/arm_compute/runtime/CL/functions/CLFlattenLayer.h new file mode 100644 index 0000000000..e19b0e465f --- /dev/null +++ b/arm_compute/runtime/CL/functions/CLFlattenLayer.h @@ -0,0 +1,52 @@ +/* + * 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_CLFLATTENLAYER_H__ +#define __ARM_COMPUTE_CLFLATTENLAYER_H__ + +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/CL/ICLSimpleFunction.h" + +namespace arm_compute +{ +class ICLTensor; + +/** Basic function to execute flatten. This function calls the following OpenCL kernel: +* +* -# @ref CLIm2ColKernel +* +*/ +class CLFlattenLayer : public ICLSimpleFunction +{ +public: + /** Initialise the kernel's input and output. + * + * @param[in] input First input tensor to flatten with at least 3 dimensions. The dimensions over the third will be interpreted as batches. Data types supported: QS8/QS16/F16/F32 + * @param[out] output Output tensor with shape [w*h*d, input_batches] where: + * w = width input tensor, h = height input tensor and d = depth input tensor. Data type supported: same as @p input + */ + void configure(const ICLTensor *input, ICLTensor *output); +}; +} // namespace arm_compute + +#endif /* __ARM_COMPUTE_CLFLATTENLAYER_H__ */ \ No newline at end of file -- cgit v1.2.1