39 lines
1.4 KiB
Python
39 lines
1.4 KiB
Python
"""
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Copyright (C) 2018-2020 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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import logging as log
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def factor_update(factor: float, real_factor: list, in_shape: list, out_shape: list, name: str):
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""" Updates factor value for layers related to image resizing such as Resample and Interp. """
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if factor is None:
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if real_factor[0] != real_factor[1]:
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log.warning(
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'Cannot deduce a single zoom factor for both height and widths for node {}: [{},{}]/[{},{}] = [{},{}]. '
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'This model will not reshape in IE.'.format(
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name,
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out_shape[0],
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out_shape[1],
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in_shape[0],
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in_shape[1],
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real_factor[0],
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real_factor[1]
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)
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)
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else:
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factor = real_factor[0]
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return factor
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