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V0.4 Model Weights

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@paulvangentcom paulvangentcom released this 24 Dec 11:43
· 10 commits to master since this release

bytehoven-45-weights -- the model weights distributed with this release allow Bytehoven to distinguish between 45 composers.
composerlist-45.csv -- composer list in order network outputs
trainingresults-45.log -- log file from model fitting, optimal fit epoch 13 (of 3rd model iteration). Total training time about 48 hours.

The dataset is not included, it has become a bit unwieldy in size (12.7GB). The final dataset will be published. Send me a message if you feel you cannot wait for that and I'll arrange a transfer.

Accuracy training set: 99.97%
Accuracy dev set: 71.30%
Accuracy test set: 73.53%