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Add Training Code #136

Merged
merged 14 commits into from
Aug 16, 2024
Merged

Add Training Code #136

merged 14 commits into from
Aug 16, 2024

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bgenchel
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@bgenchel bgenchel commented Aug 13, 2024

Add code for training the model, tested successfully with an RTX A4000 machine.
Screenshot 2024-08-14 at 3 35 33 PM

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@drubinstein drubinstein left a comment

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Can you please post a picture of the tensorboard of a successful run?

basic_pitch/callbacks.py Outdated Show resolved Hide resolved
basic_pitch/callbacks.py Outdated Show resolved Hide resolved
basic_pitch/data/tf_example_deserialization.py Outdated Show resolved Hide resolved
basic_pitch/data/tf_example_deserialization.py Outdated Show resolved Hide resolved
basic_pitch/data/tf_example_deserialization.py Outdated Show resolved Hide resolved
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tests/test_visualize.py Outdated Show resolved Hide resolved
… unused enum for splits, added a test for the visualize callback that doesn't include model fit.
…value checks, remove model train callback test bc basically duplicate with more work.
… a no-sonify argument to main training, and remove seemingly outdated / mismatching original_validation_ds arg from visualization callback and method.
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One last comment and then I think I'll merge

basic_pitch/constants.py Outdated Show resolved Hide resolved
bgenchel and others added 2 commits August 16, 2024 11:27
Co-authored-by: David Rubinstein <drubinstein@users.noreply.github.com>
@drubinstein drubinstein merged commit 23be163 into main Aug 16, 2024
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@drubinstein drubinstein deleted the bgenchel/add-training-code branch August 16, 2024 15:49
@dkun7944 dkun7944 mentioned this pull request Oct 2, 2024
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2 participants