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Diffstat (limited to 'runtimes/neurun/src/kernel/cpu/ConvolutionLayer.h')
-rw-r--r-- | runtimes/neurun/src/kernel/cpu/ConvolutionLayer.h | 79 |
1 files changed, 79 insertions, 0 deletions
diff --git a/runtimes/neurun/src/kernel/cpu/ConvolutionLayer.h b/runtimes/neurun/src/kernel/cpu/ConvolutionLayer.h new file mode 100644 index 000000000..b7afbcec6 --- /dev/null +++ b/runtimes/neurun/src/kernel/cpu/ConvolutionLayer.h @@ -0,0 +1,79 @@ +/* + * Copyright (c) 2018 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_KERNEL_CPU_CONVOLUTIONLAYER_H__ +#define __NEURUN_KERNEL_CPU_CONVOLUTIONLAYER_H__ + +#include <NeuralNetworks.h> + +#include <arm_compute/runtime/IFunction.h> + +#include "kernel/cpu/OperationUtils.h" + +namespace neurun +{ +namespace kernel +{ +namespace cpu +{ + +class ConvolutionLayer : public ::arm_compute::IFunction +{ +public: + ConvolutionLayer(); + +public: + bool convFloat32(); + + bool convQuant8(); + + void configure(uint8_t *inputData, const Shape inputShape, uint8_t *kernelData, + const Shape kernelShape, uint8_t *biasData, const Shape biasShape, + const uint32_t paddingLeft, const uint32_t paddingRight, const uint32_t paddingTop, + const uint32_t paddingBottom, const uint32_t strideW, const uint32_t strideH, + const FuseCode activation, uint8_t *outputData, const Shape outputShape); + + void run(); + +private: + uint8_t *_inputData; + uint8_t *_kernelData; + uint8_t *_outputData; + uint8_t *_biasData; + + Shape _inputShape; + Shape _kernelShape; + Shape _outputShape; + Shape _biasShape; + + uint32_t _paddingLeft; + uint32_t _paddingTop; + uint32_t _paddingRight; + uint32_t _paddingBottom; + + uint32_t _strideWidth; + uint32_t _strideHeight; + + FuseCode _activation; + + OperandType _inputType; +}; + +} // namespace cpu +} // namespace kernel +} // namespace neurun + +#endif // __NEURUN_KERNEL_CPU_CONVOLUTIONLAYER_H__ |