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Diffstat (limited to 'compiler/nnkit-caffe/support/include/nnkit/support/caffe/Backend.h')
-rw-r--r-- | compiler/nnkit-caffe/support/include/nnkit/support/caffe/Backend.h | 73 |
1 files changed, 73 insertions, 0 deletions
diff --git a/compiler/nnkit-caffe/support/include/nnkit/support/caffe/Backend.h b/compiler/nnkit-caffe/support/include/nnkit/support/caffe/Backend.h new file mode 100644 index 000000000..77a9f86b9 --- /dev/null +++ b/compiler/nnkit-caffe/support/include/nnkit/support/caffe/Backend.h @@ -0,0 +1,73 @@ +/* + * 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 __NNKIT_SUPPORT_CAFFE_BACKEND_H__ +#define __NNKIT_SUPPORT_CAFFE_BACKEND_H__ + +#include "nnkit/support/caffe/InputBlobContext.h" +#include "nnkit/support/caffe/OutputBlobContext.h" +#include "nnkit/support/caffe/TensorContext.h" + +#include <nnkit/Backend.h> + +#include <caffe/net.hpp> + +#include <memory> +#include <functional> + +namespace nnkit +{ +namespace support +{ +namespace caffe +{ + +template <typename DType> class Backend final : public nnkit::Backend +{ +public: + Backend(std::unique_ptr<::caffe::Net<DType>> &&net) : _net{std::move(net)} + { + // DO NOTHING + } + +public: + void prepare(const std::function<void(nnkit::TensorContext &)> &f) override + { + InputBlobContext<DType> blobs(*_net); + TensorContext<DType> tensors(blobs); + f(tensors); + } + +public: + void run(void) override { _net->Forward(); } + +public: + void teardown(const std::function<void(nnkit::TensorContext &)> &f) override + { + OutputBlobContext<DType> blobs(*_net); + TensorContext<DType> tensors(blobs); + f(tensors); + } + +private: + std::unique_ptr<::caffe::Net<DType>> _net; +}; + +} // namespace caffe +} // namespace support +} // namespace nnkit + +#endif // __NNKIT_SUPPORT_CAFFE_BACKEND_H__ |