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Diffstat (limited to 'compiler/mir/include/mir/ops/Conv2DOp.h')
-rw-r--r-- | compiler/mir/include/mir/ops/Conv2DOp.h | 73 |
1 files changed, 73 insertions, 0 deletions
diff --git a/compiler/mir/include/mir/ops/Conv2DOp.h b/compiler/mir/include/mir/ops/Conv2DOp.h new file mode 100644 index 000000000..ec818dae5 --- /dev/null +++ b/compiler/mir/include/mir/ops/Conv2DOp.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 _MIR_OPS_CONV_2D_OP_H_ +#define _MIR_OPS_CONV_2D_OP_H_ + +#include "mir/Operation.h" +#include "mir/Attributes.h" +#include <vector> + +namespace mir +{ +namespace ops +{ + +class Conv2DOp : public Operation +{ +public: + Conv2DOp(Output *input, Output *kernel, const Conv2DOpAttributes &attributes) + : Operation(Type::conv2D, {input, kernel}), _attributes(attributes) + { + inferOutputTypes(); + } + + Conv2DOp(Output *input, Output *kernel, Output *bias, const Conv2DOpAttributes &attributes) + : Operation(Type::conv2D, {input, kernel, bias}), _attributes(attributes) + { + inferOutputTypes(); + } + + Operation *copyWithInputs(const std::vector<Output *> &inputs) override + { + if (inputs.size() == 2) + return new Conv2DOp(inputs[0], inputs[1], _attributes); + else + return new Conv2DOp(inputs[0], inputs[1], inputs[2], _attributes); + }; + + const std::vector<std::int32_t> &getStrides() const { return _attributes.strides; } + + const std::vector<std::int32_t> &getPaddingBefore() const { return _attributes.padding_before; } + + const std::vector<std::int32_t> &getPaddingAfter() const { return _attributes.padding_after; } + + std::int32_t getNumGroups() const { return _attributes.num_groups; } + + DataFormat getDataFormat() const { return _attributes.data_format; } + + const Conv2DOpAttributes &getAttributes() const { return _attributes; } + +private: + void inferOutputTypes(); + + Conv2DOpAttributes _attributes; +}; + +} // namespace ops +} // namespace mir + +#endif //_MIR_OPS_CONV_2D_OP_H_ |