Error with guild.yml but not guild run train.py
See original GitHub issueI am using tensorflow 2.0a and guild train.py
works fine for me. However, when i specify a guild.yml file and run guild run train
it fails with the following error:
You are about to run clamp-detector:train
batch_size: 2
epochs: 2
evaluation_batch_size: 32
gradient_clipvalue: 1.0
learning_rate: 0.001
model_dir: runs/model
oversample_factor: 15
seed: 1000
steps_per_epoch: 100
validation_split_seed: 71751
validation_steps: 50
Continue? (Y/n) Y
Traceback (most recent call last):
File "/home/richard/anaconda3/envs/clamp/lib/python3.7/runpy.py", line 193, in _run_module_as_main
"__main__", mod_spec)
File "/home/richard/anaconda3/envs/clamp/lib/python3.7/runpy.py", line 85, in _run_code
exec(code, run_globals)
File "/home/richard/.local/lib/python3.7/site-packages/guild/op_main.py", line 272, in <module>
main()
File "/home/richard/.local/lib/python3.7/site-packages/guild/op_main.py", line 53, in main
_main()
File "/home/richard/.local/lib/python3.7/site-packages/guild/op_main.py", line 79, in _main
_apply_plugins()
File "/home/richard/.local/lib/python3.7/site-packages/guild/op_main.py", line 107, in _apply_plugins
_apply_plugin(name)
File "/home/richard/.local/lib/python3.7/site-packages/guild/op_main.py", line 111, in _apply_plugin
plugin.patch_env()
File "/home/richard/.local/lib/python3.7/site-packages/guild/plugins/tensorflow_util.py", line 39, in patch_env
self._try_patch_tensorflow()
File "/home/richard/.local/lib/python3.7/site-packages/guild/plugins/tensorflow_util.py", line 52, in _try_patch_tensorflow
tensorflow.summary.FileWriter, "add_summary",
AttributeError: module 'tensorboard.summary._tf.summary' has no attribute 'FileWriter'
Tensorboard is version 1.13.1, tensorboardX is version 1.7
This is not a show stopper for me since I can run with the other command but I thought it might be helpful to report
Issue Analytics
- State:
- Created 4 years ago
- Comments:5 (5 by maintainers)
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@samedii The fix for this will be out this week. In the meantime, you can work around the problem using the pattern used in this example:
https://github.com/guildai/examples/tree/master/tensorflow2
The Guild file (guild.yml) disables all plugins, which is required to skip the logic triggering the exception you reported. The operation also explicitly defines
output-scalars
, which capture the output generated by the Keras training loop.If your operation generates any additional (or alternative) output, update
output-scalars
in your Guild file accordingly.If you need any help with regular expressions - just ping us on Slack. We’re working on docs with examples for all of this but I wanted to get you an update ASAP.
Thank again for the report!
Working nicely!