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authorMichele Di Giorgio <michele.digiorgio@arm.com>2018-05-01 16:52:00 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:50:48 +0000
commit721756352e68602fe6aaf90b3ca031c947cd2176 (patch)
tree33921f257424524e82d8aeaec62447f4dbc5b440 /arm_compute/runtime/CL/functions/CLChannelShuffleLayer.h
parentc0f54434383f945d95f95549c1c4b0d5f5d2caff (diff)
downloadComputeLibrary-721756352e68602fe6aaf90b3ca031c947cd2176.tar.gz
COMPMID-1107: Add support for ChannelShuffle in CL
Change-Id: I56d2a02b316f0c69ff1fd7220e732f775414fe69 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129709 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
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+/*
+ * Copyright (c) 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_CLCHANNELSHUFFLELAYER_H__
+#define __ARM_COMPUTE_CLCHANNELSHUFFLELAYER_H__
+
+#include "arm_compute/runtime/CL/ICLSimpleFunction.h"
+
+namespace arm_compute
+{
+class ICLTensor;
+
+/** Basic function to run @ref CLChannelShuffleLayerKernel
+ *
+ * @note The function performs a channel shuffle operation on the input tensor. Given NCHW tensor with group G, it will
+ * first divide the channels into G groups, C = (G * C'), and perform a transpose of the channel, which gives C = (C' * G).
+ * for more details see: https://arxiv.org/pdf/1707.01083.pdf
+ */
+class CLChannelShuffleLayer : public ICLSimpleFunction
+{
+public:
+ /** Initialize the function
+ *
+ * @param[in] input Input tensor. Data types supported: U8/S8/QS8/QASYMM8/U16/S16/QS16/F16/U32/S32/F32
+ * @param[out] output Output tensor. Data type supported: Same as @p input
+ * @param[in] num_groups Number of groups. Must be greater than 1 and the number of channels of the tensors must be a multiple of the number of groups.
+ */
+ void configure(const ICLTensor *input, ICLTensor *output, unsigned int num_groups);
+ /** Static function to check if given info will lead to a valid configuration of @ref CLChannelShuffleLayerKernel
+ *
+ * @param[in] input Input tensor. Data types supported: U8/S8/QS8/QASYMM8/U16/S16/QS16/F16/U32/S32/F32
+ * @param[out] output Output tensor. Data type supported: Same as @p input
+ * @param[in] num_groups Number of groups. Must be greater than 1 and the number of channels of the tensors must be a multiple of the number of groups.
+ *
+ * @return a status
+ */
+ static Status validate(const ITensorInfo *input, const ITensorInfo *output, unsigned int num_groups);
+};
+} // namespace arm_compute
+#endif /* __ARM_COMPUTE_CLCHANNELSHUFFLELAYER_H__ */