diff options
Diffstat (limited to 'compiler/mir-onnx-importer/Op/Dropout.cpp')
-rw-r--r-- | compiler/mir-onnx-importer/Op/Dropout.cpp | 54 |
1 files changed, 54 insertions, 0 deletions
diff --git a/compiler/mir-onnx-importer/Op/Dropout.cpp b/compiler/mir-onnx-importer/Op/Dropout.cpp new file mode 100644 index 000000000..ef6972784 --- /dev/null +++ b/compiler/mir-onnx-importer/Op/Dropout.cpp @@ -0,0 +1,54 @@ +/* + * 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. + */ + +#include "Dropout.h" + +#include "AttributeHelpers.h" + +namespace mir_onnx +{ + +void convertDropoutV1(const onnx::NodeProto &onnx_node, ConverterContext *context) +{ + // consumed_inputs attribute not used + convertDropoutV6(onnx_node, context); +} + +void convertDropoutV6(const onnx::NodeProto &onnx_node, ConverterContext *context) +{ + const auto is_test = getAttributeValue<std::int64_t>(onnx_node, "is_test", 0); + if (is_test == 0) + throw std::runtime_error("Not supported is_test attribute!"); + + convertDropoutV10(onnx_node, context); +} + +void convertDropoutV7(const onnx::NodeProto &onnx_node, ConverterContext *context) +{ + convertDropoutV10(onnx_node, context); +} + +void convertDropoutV10(const onnx::NodeProto &onnx_node, ConverterContext *context) +{ + std::vector<mir::Operation::Output *> inputs = context->getNodeInputs(onnx_node); + + // ratio attribute not used + + // This is a no-op in inference mode. + context->setNodeOutputs(onnx_node, {inputs[0]}); +} + +} // namespace mir_onnx |