libavfilter/dnn: add header into native model file
Signed-off-by: Guo, Yejun <yejun.guo@intel.com> Signed-off-by: Pedro Arthur <bygrandao@gmail.com>
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@ -20,6 +20,7 @@
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import tensorflow as tf
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import numpy as np
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import sys, struct
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import convert_header as header
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__all__ = ['convert_from_tensorflow']
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@ -229,6 +230,8 @@ class TFConverter:
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def dump_to_file(self):
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with open(self.outfile, 'wb') as f:
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f.write(header.str.encode('utf-8'))
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np.array([header.major, header.minor], dtype=np.uint32).tofile(f)
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self.dump_layers_to_file(f)
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self.dump_operands_to_file(f)
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np.array([self.layer_number, len(self.name_operand_dict)], dtype=np.uint32).tofile(f)
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26
tools/python/convert_header.py
Normal file
26
tools/python/convert_header.py
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@ -0,0 +1,26 @@
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# Copyright (c) 2019
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#
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# This file is part of FFmpeg.
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#
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# FFmpeg is free software; you can redistribute it and/or
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# modify it under the terms of the GNU Lesser General Public
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# License as published by the Free Software Foundation; either
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# version 2.1 of the License, or (at your option) any later version.
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#
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# FFmpeg is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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# Lesser General Public License for more details.
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#
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# You should have received a copy of the GNU Lesser General Public
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# License along with FFmpeg; if not, write to the Free Software
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# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
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# ==============================================================================
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str = 'FFMPEGDNNNATIVE'
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# increase major and reset minor when we have to re-convert the model file
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major = 0
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# increase minor when we don't have to re-convert the model file
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minor = 1
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