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Commits on Jan 19, 2022

• Resolve merge conflicts.

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Commits on Jan 6, 2022

• Cache model loading for faster inference.

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Commits on Jan 1, 2022

• Load model onto CPU to prevent deployment errors.

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• Explicitly run on cpu.

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• Add dependency for streamlit deployment.

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• Turn off dropout with eval mode for the model.

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• Remove TODO list.

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• Add demo example to README.

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• Update example model.

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• Refactor to pathlib.

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• Add support for video and audio, change layout so that the plot dominates the display.

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Commits on Dec 29, 2021

• Streamlit GUI for video prediction.

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• Update dataset.

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Commits on Jul 19, 2021

• Formatting.

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• Updating README.

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• Refactor training to use configs. Move to action script.

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• Adding augmentation.

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Commits on Jul 17, 2021

• Removing augmented files from dataset.

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Commits on Jul 16, 2021

• Adding logic to handle cat sound dataset.

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• Adding DVC files.

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Commits on Jul 15, 2021

• Merge pull request #1 from dogeplusplus/model_validate

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• Checking off item.

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• Adding CatSound dataset.

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• Fixing log softmax layer of m5 model.

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• Fixing log softmax parameter in m5 model.

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• Script to check model is working.

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Commits on Jul 14, 2021

• Log accuracy into mlflow.

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Commits on Jul 13, 2021

• Add mlflow tracking.

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• Adding training progress bar.

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Commits on Jul 12, 2021

• Use functional elements in model forward. Add testing loop (WIP)

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• Have a functional training loop.

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Commits on Jul 11, 2021

• Adding initial training script. Using AvgPool2D for final layer of M5.

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• Setting default remote.

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• Setting remote.

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• Adding DVC

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