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Diffstat (limited to 'arm_compute/runtime/CL/functions/CLDepthwiseConvolution.h')
-rw-r--r-- | arm_compute/runtime/CL/functions/CLDepthwiseConvolution.h | 68 |
1 files changed, 68 insertions, 0 deletions
diff --git a/arm_compute/runtime/CL/functions/CLDepthwiseConvolution.h b/arm_compute/runtime/CL/functions/CLDepthwiseConvolution.h new file mode 100644 index 0000000000..cc11f9cc5a --- /dev/null +++ b/arm_compute/runtime/CL/functions/CLDepthwiseConvolution.h @@ -0,0 +1,68 @@ +/* + * 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_CL_DEPTHWISE_CONVOLUTION_H__ +#define __ARM_COMPUTE_CL_DEPTHWISE_CONVOLUTION_H__ + +#include "arm_compute/core/CL/kernels/CLDepthwiseConvolutionKernel.h" +#include "arm_compute/core/CL/kernels/CLFillBorderKernel.h" +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/CL/CLTensor.h" +#include "arm_compute/runtime/CL/ICLSimpleFunction.h" +#include "arm_compute/runtime/IFunction.h" + +#include <cstdint> + +namespace arm_compute +{ +class ICLTensor; + +/** Basic function to execute depthwise convolution. This function calls the following OpenCL kernels: + * + * -# @ref CLFillBorderKernel (executed if border_mode == CONSTANT or border_mode == REPLICATE) + * -# @ref CLDepthwiseConvolutionKernel + * + */ +class CLDepthwiseConvolution : public IFunction +{ +public: + /** Default constructor */ + CLDepthwiseConvolution(); + /** Initialize the function's source, destination, conv and border_size. + * + * @param[in] input Source tensor. DataType supported: F32. (Written to only for border filling). + * @param[out] output Destination tensor. DataType supported: F32. + * @param[in] weights Weights tensor. These are 3D tensors with dimensions [3, 3, IFM]. Data type supported: Same as @p input. + * @param[in] conv_info Padding and stride information to use for the convolution. DataType supported: F32. + */ + void configure(ICLTensor *input, ICLTensor *output, const ICLTensor *weights, const PadStrideInfo &conv_info); + + // Inherited methods overriden: + void run() override; + +private: + CLDepthwiseConvolutionKernel _kernel; + CLFillBorderKernel _border_handler; +}; +} +#endif /*__ARM_COMPUTE_CL_DEPTHWISE_CONVOLUTION_H__ */ |