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author | Frank Lei <frank.lei@arm.com> | 2018-01-02 16:49:33 +0800 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:42:33 +0000 |
commit | 8cdfdb83c89178b5cf654a5b27471950ab1b997e (patch) | |
tree | 22dd26543f819bc2214b80f50613eeba70e05271 /arm_compute/runtime/GLES_COMPUTE | |
parent | 02541fb21eca5574fcce012973774a6f213877ee (diff) | |
download | ComputeLibrary-8cdfdb83c89178b5cf654a5b27471950ab1b997e.tar.gz |
APPBROWSER-366: Add DepthwiseConvolutionLayer(fp16 only) support.
Change-Id: I051b7e56b60bf1a55cdf014539ef71346d3aee26
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114737
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/runtime/GLES_COMPUTE')
-rw-r--r-- | arm_compute/runtime/GLES_COMPUTE/GCFunctions.h | 1 | ||||
-rw-r--r-- | arm_compute/runtime/GLES_COMPUTE/functions/GCDepthwiseConvolutionLayer.h | 56 |
2 files changed, 57 insertions, 0 deletions
diff --git a/arm_compute/runtime/GLES_COMPUTE/GCFunctions.h b/arm_compute/runtime/GLES_COMPUTE/GCFunctions.h index faaf2f0edc..fa688dbfb6 100644 --- a/arm_compute/runtime/GLES_COMPUTE/GCFunctions.h +++ b/arm_compute/runtime/GLES_COMPUTE/GCFunctions.h @@ -30,6 +30,7 @@ #include "arm_compute/runtime/GLES_COMPUTE/functions/GCArithmeticAddition.h" #include "arm_compute/runtime/GLES_COMPUTE/functions/GCBatchNormalizationLayer.h" #include "arm_compute/runtime/GLES_COMPUTE/functions/GCDepthConcatenateLayer.h" +#include "arm_compute/runtime/GLES_COMPUTE/functions/GCDepthwiseConvolutionLayer.h" #include "arm_compute/runtime/GLES_COMPUTE/functions/GCDirectConvolutionLayer.h" #include "arm_compute/runtime/GLES_COMPUTE/functions/GCDropoutLayer.h" #include "arm_compute/runtime/GLES_COMPUTE/functions/GCFillBorder.h" diff --git a/arm_compute/runtime/GLES_COMPUTE/functions/GCDepthwiseConvolutionLayer.h b/arm_compute/runtime/GLES_COMPUTE/functions/GCDepthwiseConvolutionLayer.h new file mode 100644 index 0000000000..7b99ea5645 --- /dev/null +++ b/arm_compute/runtime/GLES_COMPUTE/functions/GCDepthwiseConvolutionLayer.h @@ -0,0 +1,56 @@ +/* + * 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_GCDEPTHWISECONVOLUTION_H__ +#define __ARM_COMPUTE_GCDEPTHWISECONVOLUTION_H__ + +#include "arm_compute/core/GLES_COMPUTE/kernels/GCDepthwiseConvolutionLayer3x3Kernel.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/GLES_COMPUTE/IGCSimpleFunction.h" + +namespace arm_compute +{ +class IGCTensor; + +/** Basic function to execute a depthwise convolution for kernel size 3x3xC. This function calls the following OpenGLES kernels: + * + * -# @ref GCDepthwiseConvolutionLayer3x3Kernel + * -# @ref GCFillBorderKernel (if pad_x or pad_y > 0) + * + */ +class GCDepthwiseConvolutionLayer3x3 : public IGCSimpleFunction +{ +public: + /** Initialize the function's source, destination, conv and border_size. + * + * @param[in, out] input Source tensor. Data type supported: F16. (Written to only for border filling). + * @param[in] weights Weights tensor. A 3D tensor with shape [3, 3, IFM]. Data type supported: Same as @p input. + * @param[in] biases (Optional) Biases tensor. A 1D tensor with shape [IFM]. Must be nullptr if not needed. + * Data type supported: Same as @p input. + * @param[out] output Destination tensor. Data type supported: same as @p input. + * @param[in] conv_info Padding and stride information to use for the convolution. + */ + void configure(IGCTensor *input, const IGCTensor *weights, const IGCTensor *biases, IGCTensor *output, const PadStrideInfo &conv_info); +}; +} +#endif /*__ARM_COMPUTE_GCDEPTHWISECONVOLUTION_H__ */ |