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Diffstat (limited to 'runtime/onert/backend/cpu/kernel/FullyConnectedLayer.h')
-rw-r--r-- | runtime/onert/backend/cpu/kernel/FullyConnectedLayer.h | 81 |
1 files changed, 81 insertions, 0 deletions
diff --git a/runtime/onert/backend/cpu/kernel/FullyConnectedLayer.h b/runtime/onert/backend/cpu/kernel/FullyConnectedLayer.h new file mode 100644 index 000000000..616124bac --- /dev/null +++ b/runtime/onert/backend/cpu/kernel/FullyConnectedLayer.h @@ -0,0 +1,81 @@ +/* + * 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 __ONERT_BACKEND_CPU_KERNEL_FULLYCONNECTEDLAYER_H__ +#define __ONERT_BACKEND_CPU_KERNEL_FULLYCONNECTEDLAYER_H__ + +#include "../operand/Tensor.h" +#include "OperationUtils.h" + +#include <exec/IFunction.h> + +namespace nnfw +{ +namespace cker +{ +class FCTempArena; +} +} // namespace nnfw + +namespace onert +{ +namespace backend +{ +namespace cpu +{ +namespace kernel +{ + +class FullyConnectedLayer : public ::onert::exec::IFunction +{ +public: + FullyConnectedLayer(); + ~FullyConnectedLayer(); + +public: + void fullyConnectedFloat32(); + + void fullyConnectedQuant8(); + + void fullyConnectedHybrid(); + + void configure(const operand::Tensor *input, const operand::Tensor *weights, + const operand::Tensor *bias, ir::Activation activation, operand::Tensor *output); + + void run(); + void runSync() + { + // this abstract method is used just for profiling and called for + // backend::acl_common::AclFunction + run(); + } + +private: + const operand::Tensor *_input; + const operand::Tensor *_weights; + const operand::Tensor *_bias; + operand::Tensor *_output; + + ir::Activation _activation; + std::unique_ptr<nnfw::cker::FCTempArena> _temp_arena; +}; + +} // namespace kernel +} // namespace cpu +} // namespace backend +} // namespace onert + +#endif // __ONERT_BACKEND_CPU_KERNEL_FULLYCONNECTEDLAYER_H__ |