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[Discussion] successfull tf2 automatic upgrade
See original GitHub issueHi,
Just wanted to let you know that I upgraded spleeter with tensorflow 2 using tf_upgrade_v2 --intree ./ --outtree ./ --reportfile report.txt from tf2 branch and it is working fine.
Of course the script just replace older function by tf.compat.v1 so it is not the most optimal option…
Here is the report:
TensorFlow 2.0 Upgrade Script
-----------------------------
Converted 31 files
Detected 3 issues that require attention
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File: ./spleeter/separator.py
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./spleeter/separator.py:325:16: WARNING: *.save requires manual check. (This warning is only applicable if the code saves a tf.Keras model) Keras model.save now saves to the Tensorflow SavedModel format by default, instead of HDF5. To continue saving to HDF5, add the argument save_format='h5' to the save() function.
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File: ./tests/test_ffmpeg_adapter.py
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./tests/test_ffmpeg_adapter.py:79:8: WARNING: *.save requires manual check. (This warning is only applicable if the code saves a tf.Keras model) Keras model.save now saves to the Tensorflow SavedModel format by default, instead of HDF5. To continue saving to HDF5, add the argument save_format='h5' to the save() function.
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File: ./tests/test_eval.py
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./tests/test_eval.py:68:12: WARNING: *.save requires manual check. (This warning is only applicable if the code saves a tf.Keras model) Keras model.save now saves to the Tensorflow SavedModel format by default, instead of HDF5. To continue saving to HDF5, add the argument save_format='h5' to the save() function.
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Detailed log follows:
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Input tree: './'
================================================================================
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Processing file './setup.py'
outputting to './setup.py'
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Processing file './spleeter/dataset.py'
outputting to './spleeter/dataset.py'
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176:20: INFO: Added keywords to args of function 'tf.shape'
241:53: INFO: Renamed 'tf.string_join' to 'tf.strings.join'
256:19: INFO: Added keywords to args of function 'tf.reduce_min'
257:16: INFO: Added keywords to args of function 'tf.shape'
266:15: INFO: Added keywords to args of function 'tf.reduce_any'
267:12: INFO: Added keywords to args of function 'tf.shape'
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Processing file './spleeter/__init__.py'
outputting to './spleeter/__init__.py'
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Processing file './spleeter/__main__.py'
outputting to './spleeter/__main__.py'
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Processing file './spleeter/separator.py'
outputting to './spleeter/separator.py'
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325:16: WARNING: *.save requires manual check. (This warning is only applicable if the code saves a tf.Keras model) Keras model.save now saves to the Tensorflow SavedModel format by default, instead of HDF5. To continue saving to HDF5, add the argument save_format='h5' to the save() function.
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Processing file './spleeter/resources/__init__.py'
outputting to './spleeter/resources/__init__.py'
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Processing file './spleeter/utils/configuration.py'
outputting to './spleeter/utils/configuration.py'
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Processing file './spleeter/utils/logging.py'
outputting to './spleeter/utils/logging.py'
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Processing file './spleeter/utils/__init__.py'
outputting to './spleeter/utils/__init__.py'
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Processing file './spleeter/utils/tensor.py'
outputting to './spleeter/utils/tensor.py'
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46:19: INFO: Added keywords to args of function 'tf.shape'
72:17: INFO: Added keywords to args of function 'tf.reduce_min'
73:17: INFO: Added keywords to args of function 'tf.reduce_max'
115:35: INFO: Added keywords to args of function 'tf.shape'
117:13: INFO: Added keywords to args of function 'tf.pad'
120:13: INFO: Added keywords to args of function 'tf.shape'
124:35: INFO: Added keywords to args of function 'tf.shape'
135:17: INFO: Added keywords to args of function 'tf.shape'
140:16: INFO: Added keywords to args of function 'tf.shape'
178:53: INFO: Added keywords to args of function 'tf.shape'
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Processing file './spleeter/utils/estimator.py'
outputting to './spleeter/utils/estimator.py'
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Processing file './spleeter/model/__init__.py'
outputting to './spleeter/model/__init__.py'
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221:22: INFO: Added keywords to args of function 'tf.reduce_mean'
226:22: INFO: Added keywords to args of function 'tf.reduce_mean'
227:20: INFO: Added keywords to args of function 'tf.reduce_mean'
227:20: INFO: Renamed keyword argument for tf.reduce_mean from keep_dims to keepdims
236:15: INFO: Added keywords to args of function 'tf.reduce_sum'
278:27: INFO: Added keywords to args of function 'tf.transpose'
280:20: INFO: Added keywords to args of function 'tf.transpose'
335:12: INFO: Added keywords to args of function 'tf.transpose'
341:19: INFO: Added keywords to args of function 'tf.transpose'
343:24: INFO: Added keywords to args of function 'tf.shape'
362:30: INFO: Added keywords to args of function 'tf.shape'
388:28: INFO: Added keywords to args of function 'tf.reduce_mean'
392:25: INFO: Added keywords to args of function 'tf.shape'
412:21: INFO: Added keywords to args of function 'tf.reduce_sum'
425:24: INFO: Added keywords to args of function 'tf.shape'
433:31: INFO: Added keywords to args of function 'tf.shape'
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Processing file './spleeter/model/provider/__init__.py'
outputting to './spleeter/model/provider/__init__.py'
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Processing file './spleeter/model/provider/github.py'
outputting to './spleeter/model/provider/github.py'
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Processing file './spleeter/model/functions/blstm.py'
outputting to './spleeter/model/functions/blstm.py'
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Processing file './spleeter/model/functions/__init__.py'
outputting to './spleeter/model/functions/__init__.py'
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Processing file './spleeter/model/functions/unet.py'
outputting to './spleeter/model/functions/unet.py'
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Processing file './spleeter/audio/adapter.py'
outputting to './spleeter/audio/adapter.py'
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Processing file './spleeter/audio/__init__.py'
outputting to './spleeter/audio/__init__.py'
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Processing file './spleeter/audio/ffmpeg.py'
outputting to './spleeter/audio/ffmpeg.py'
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Processing file './spleeter/audio/spectrogram.py'
outputting to './spleeter/audio/spectrogram.py'
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37:18: INFO: Added keywords to args of function 'tf.transpose'
39:12: INFO: Added keywords to args of function 'tf.transpose'
62:8: INFO: Added keywords to args of function 'tf.shape'
64:8: INFO: Added keywords to args of function 'tf.shape'
65:14: INFO: Removed argument align_corners for function tf.image.resize_images
65:14: INFO: Renamed 'tf.image.resize_images' to 'tf.image.resize'
70:11: INFO: Renamed 'tf.image.resize_image_with_crop_or_pad' to 'tf.image.resize_with_crop_or_pad'
83:13: INFO: Renamed 'tf.random_uniform' to 'tf.random.uniform'
102:8: INFO: Added keywords to args of function 'tf.shape'
103:8: INFO: Added keywords to args of function 'tf.shape'
105:14: INFO: Removed argument align_corners for function tf.image.resize_images
105:14: INFO: Renamed 'tf.image.resize_images' to 'tf.image.resize'
111:11: INFO: Added keywords to args of function 'tf.pad'
125:21: INFO: Renamed 'tf.random_uniform' to 'tf.random.uniform'
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Processing file './spleeter/audio/convertor.py'
outputting to './spleeter/audio/convertor.py'
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26:11: INFO: Added keywords to args of function 'tf.cond'
27:8: INFO: Added keywords to args of function 'tf.shape'
74:25: INFO: Added keywords to args of function 'tf.reduce_max'
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Processing file './spleeter/commands/evaluate.py'
outputting to './spleeter/commands/evaluate.py'
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Processing file './spleeter/commands/__init__.py'
outputting to './spleeter/commands/__init__.py'
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Processing file './spleeter/commands/separate.py'
outputting to './spleeter/commands/separate.py'
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Processing file './spleeter/commands/train.py'
outputting to './spleeter/commands/train.py'
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Processing file './tests/test_github_model_provider.py'
outputting to './tests/test_github_model_provider.py'
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Processing file './tests/__init__.py'
outputting to './tests/__init__.py'
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Processing file './tests/test_ffmpeg_adapter.py'
outputting to './tests/test_ffmpeg_adapter.py'
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79:8: WARNING: *.save requires manual check. (This warning is only applicable if the code saves a tf.Keras model) Keras model.save now saves to the Tensorflow SavedModel format by default, instead of HDF5. To continue saving to HDF5, add the argument save_format='h5' to the save() function.
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Processing file './tests/test_separator.py'
outputting to './tests/test_separator.py'
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45:9: INFO: Renamed 'tf.Session' to 'tf.compat.v1.Session'
66:9: INFO: Renamed 'tf.Session' to 'tf.compat.v1.Session'
83:9: INFO: Renamed 'tf.Session' to 'tf.compat.v1.Session'
101:9: INFO: Renamed 'tf.Session' to 'tf.compat.v1.Session'
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Processing file './tests/test_eval.py'
outputting to './tests/test_eval.py'
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68:12: WARNING: *.save requires manual check. (This warning is only applicable if the code saves a tf.Keras model) Keras model.save now saves to the Tensorflow SavedModel format by default, instead of HDF5. To continue saving to HDF5, add the argument save_format='h5' to the save() function.
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Issue Analytics
- State:
- Created 3 years ago
- Reactions:1
- Comments:7
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@VVasanth Yes I was able to use this code, and I am still using it on my gpu by the way. As I said previously, sadly I did not migrated the spleeter model.
Good luck when porting spleeter into a mobile format, this has a lot of opportunity for the deezer app, allowing any user to listen to a song without the instruments for example!
@ltetrel - If I understand correctly, you have used the above command to migrate the code from TF1 to TF2…and you were able to execute the code without issues…pls confirm on this…
By any chance, did you try to migrate the Spleeter models into TF2 format of ‘savedmodel’? If yes, pls let us know…we are working towards porting spleeter model into edge devices by converting them into TFLite format…Thanks!