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WIP Don't merge yet #614
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WIP Don't merge yet #614
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Added admin endpoints to list of functions that can use the network. …
…Added fix for files in nnunet data directories.
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Commits on Aug 16, 2024
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enabled specification of batches per epoch for training and validation
in both the core NNUnet train function and the runner. Still need to compute these using the desired partial_epoch rate and feed to runner instantiation, as well as have the dummy loader correspondingly modify the collaborator weight (via loader 'length') according to the partial epoch value
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connectivity check, setup certs, now happen before nnunet preprocessing
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some clean up, as well as backing off to only pass partial_epoch to
runner and train method, inferring number of batches from data size and batch size via the trainer object
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Commits on Sep 26, 2024
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putting timeout check at beginning of train and val loops so that we can
perform train or val independently using the timouts
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Revert "allowing val_cutoff to pass through to nnunet training function"
This reverts commit b7970cf.
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changing fl plan file to indicate which model to apply for local vs
global validation
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more of my local files,and changing be_setup.. script to copy over
changes from hasan_medperf code
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need to pass epochs value of 1 to nnunet train function used for
validation task
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allowing at most 1 second over one batch of val (during training) to
avoid NNUnet code throwing exception due to empty val results
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moving back to not using validation_only in order that we still have
access to training data for calibrating data size
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changes to make sure validate method in nnunet runner does not save a
new checkpoint with epoch one greater
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Commits on Oct 4, 2024
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New handling of epoch in checkpoint and new handling of lr scheduling,
both using the param val_epoch
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Commits on Oct 7, 2024
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new changes to keep global results out of checkpoints, returning metrics
directly from nnunet train call, should help to keep checkpoints cleaner and nnunet code from throwing exceptions
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having now to designate both val_epoch and train_epoch booleans at the
nnunet train function level
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replaced np.sum for torch.sum, and preparing for per_task data size
using amount of work completed
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setting checkpoint delta error to 0.1 for now as well as verbose
printing of delta
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corrected return to be train and val completed as opposed to batches
trained and validated
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Merge branch 'fl-poc' of https://github.com/hasan7n/medperf into be_e…
…nable_partial_epochs
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setting min train_completion_dampener to -1 to allow multiplication
instead of division by amount of training completed when modifying data size for update weighting, also allowing col1 to be admin for testing admin control of dampener as well as train and val cutoff time for train (training and local model validation)
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remiving epochs variable since nnunet trainer run_training is hard coded
to train one epoch
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