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Diffstat (limited to 'runtime/neurun/backend/srcn/kernel/DepthwiseConvolutionLayer.h')
-rw-r--r-- | runtime/neurun/backend/srcn/kernel/DepthwiseConvolutionLayer.h | 85 |
1 files changed, 85 insertions, 0 deletions
diff --git a/runtime/neurun/backend/srcn/kernel/DepthwiseConvolutionLayer.h b/runtime/neurun/backend/srcn/kernel/DepthwiseConvolutionLayer.h new file mode 100644 index 000000000..e94acff08 --- /dev/null +++ b/runtime/neurun/backend/srcn/kernel/DepthwiseConvolutionLayer.h @@ -0,0 +1,85 @@ +/* + * Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#ifndef __NEURUN_BACKEND_SRCN_KERNEL_DEPTHWISE_CONVOLUTION_LAYER_H__ +#define __NEURUN_BACKEND_SRCN_KERNEL_DEPTHWISE_CONVOLUTION_LAYER_H__ + +#include <exec/IFunction.h> +#include <ncnn/srcn/conv_type.h> + +#include "OperationUtils.h" + +namespace neurun +{ +namespace backend +{ +namespace srcn +{ +namespace kernel +{ + +class DepthwiseConvolutionLayer : public ::neurun::exec::IFunction +{ +public: + DepthwiseConvolutionLayer(); + +public: + void convFloat32(); + void configure(uint8_t *inputData, const TensorDescriptor inputDescr, uint8_t *kernelData, + const TensorDescriptor kernelDescr, uint8_t *biasData, + const TensorDescriptor biasDescr, const uint32_t paddingType, + const uint32_t paddingLeft, const uint32_t paddingRight, const uint32_t paddingTop, + const uint32_t paddingBottom, const uint32_t strideW, const uint32_t strideH, + uint8_t *outputData, const TensorDescriptor outputDescr, ir::Layout layout); + + void run(); + void runSync() + { + // this abstract method is used just for profiling and called for + // backend::acl_common::AclFunction + run(); + } + +private: + DataPtr _inputData; + DataPtr _kernelData; + DataPtr _biasData; + DataPtr _outputData; + + TensorDescriptor _inputDescr; + TensorDescriptor _kernelDescr; + TensorDescriptor _biasDescr; + TensorDescriptor _outputDescr; + + uint32_t _paddingType; + uint32_t _paddingLeft; + uint32_t _paddingTop; + uint32_t _paddingRight; + uint32_t _paddingBottom; + + uint32_t _strideWidth; + uint32_t _strideHeight; + + OperandType _inputType; + nnfw::srcn::convType_t _layout; +}; + +} // namespace kernel +} // namespace srcn +} // namespace backend +} // namespace neurun + +#endif // __NEURUN_BACKEND_SRCN_KERNEL_DEPTHWISE_CONVOLUTION_LAYER_H__ |