44 lines
1.4 KiB
Python
44 lines
1.4 KiB
Python
"""
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Copyright (c) 2018-2019 Intel Corporation
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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"""
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from mo.front.common.extractors.utils import layout_attrs
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from mo.front.extractor import FrontExtractorOp
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from mo.front.mxnet.extractors.utils import get_mxnet_layer_attrs
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from mo.ops.roipooling import ROIPooling
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class ROIPoolingFrontExtractor(FrontExtractorOp):
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op = 'ROIPooling'
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enabled = True
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@staticmethod
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def extract(node):
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attrs = get_mxnet_layer_attrs(node.symbol_dict)
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spatial_scale = attrs.float("spatial_scale", None)
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pooled_size = attrs.tuple("pooled_size", int, (0, 0))
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data = {
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'type': 'ROIPooling',
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'spatial_scale': spatial_scale,
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'pooled_w': pooled_size[1],
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'pooled_h': pooled_size[0]
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}
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data.update(layout_attrs())
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# update the attributes of the node
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ROIPooling.update_node_stat(node, data)
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return __class__.enabled |