SRFlow weight converter
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recipes/srflow/convert_official_weights.py
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recipes/srflow/convert_official_weights.py
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import torch
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# Quick script that can be used to convert from pretrained SRFlow weights to the variants used in this repo. The only
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# differences between the two is the variable naming conventions used by the RRDBNet. (FWIW this repo is using the
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# more up-to-date names that conform to Python standards).
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official_weight_file = 'SRFlow_CelebA_8X.pth'
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output = 'CelebA_converted.pth'
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sd = torch.load(official_weight_file)
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sdp = {}
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for k,v in sd.items():
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k = k.replace('RRDB.RRDB_trunk', 'RRDB.body')
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k = k.replace('.RDB', '.rdb')
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k = k.replace('trunk_conv.', 'conv_body.')
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k = k.replace('.upconv', '.conv_up')
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k = k.replace('.HRconv', '.conv_hr')
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sdp[k] = v
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torch.save(sdp, output)
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