Update autoencoder.py #10
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add early stop
* Reducing the number of cpu -> gpu calls * Adding comparisons * MOre debugging * Fixed final bug * More fixes discovered during testing * Cleaning up the repo. Removing debugging comparisons
* add option to preset categories * set the index of the prediction df to match the input df
Raises a `ValueError` when `x` isn't one of the unexpected types. Avoids an `UnboundLocalError: local variable 'result' referenced before assignment` error Not sure if this is specific to our fork or if it should be contributed upstream. Authors: - David Gardner (https://github.com/dagardner-nv) Approvers: - Michael Demoret (https://github.com/mdemoret-nv) URL: #4
Addressing: nv-morpheus/Morpheus#498 Batching the evaluation of the input dataframe in the `get_anomaly_score_losses` function helps with the high GPU memory usage issue. Authors: - https://github.com/hsin-c Approvers: - David Gardner (https://github.com/dagardner-nv) - Eli Fajardo (https://github.com/efajardo-nv) - Michael Demoret (https://github.com/mdemoret-nv) URL: #5
…ses (#6) 1 of the 2 PRs for the issue: nv-morpheus/Morpheus#497 This PR checks the `DFP to optionally use modified zscore (MAD)` checkbox. Authors: - https://github.com/hsin-c Approvers: - https://github.com/gbatmaz - Michael Demoret (https://github.com/mdemoret-nv) URL: #6
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adding early stop