diff options
Diffstat (limited to 'compiler/mir-onnx-importer/Op/AveragePool.cpp')
-rw-r--r-- | compiler/mir-onnx-importer/Op/AveragePool.cpp | 49 |
1 files changed, 49 insertions, 0 deletions
diff --git a/compiler/mir-onnx-importer/Op/AveragePool.cpp b/compiler/mir-onnx-importer/Op/AveragePool.cpp new file mode 100644 index 000000000..9aac33e27 --- /dev/null +++ b/compiler/mir-onnx-importer/Op/AveragePool.cpp @@ -0,0 +1,49 @@ +/* + * 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 "AveragePool.h" + +#include "ONNXHelpers.h" + +#include "mir/ops/PoolOp.h" + +namespace mir_onnx +{ + +std::vector<mir::Operation::Output *> +AveragePoolNodeConverter::convert(const onnx::NodeProto &onnx_node, + const std::vector<mir::Operation::Output *> &inputs, + mir::Graph *graph) const +{ + // TODO Set some asserts + mir::ops::PoolOp::BorderType border_type; + mir::ops::PoolOp::PoolingType pool_type; + + KernelStridesPadding cdata; + // Transpose ONNX NCHW to MIR NHWC + auto t_input = convertONNXToMIR(graph, inputs[0]); + + border_type = mir::ops::PoolOp::BorderType::ZEROFILLED; + pool_type = mir::ops::PoolOp::PoolingType::AVG; + getKernelStridesPadding(onnx_node, cdata); + + auto result = + createOp<mir::ops::PoolOp>(graph, t_input, pool_type, cdata.kernel_shape, cdata.strides_shape, + cdata.padding_before, cdata.padding_after, border_type); + return {convertMIRToONNX(graph, result->getOutput(0))}; +} + +} // namespace mir_onnx |