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exposes fast_dev_run #44

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merged 1 commit into from
Jun 22, 2022
Merged

exposes fast_dev_run #44

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3 changes: 3 additions & 0 deletions config/ce-vae/defaults.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -108,6 +108,9 @@ train:
profile:
value: false
desc: "Whether to profile the training run (only for debugging)."
fast_dev_run:
value: false
desc: "Runs n if set to ``n`` (int) else 1 if set to ``True`` batch(es) of train, val and test to find any bugs (ie: a sort of unit test)."
early_stopping:
value: true
desc: "Whether to enable early stopping."
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1 change: 1 addition & 0 deletions src/sdo/sood/algorithms/ce_vae.py
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Expand Up @@ -488,6 +488,7 @@ def main(
monitor="val_loss", mode="min", patience=10))
trainer = pl.Trainer(logger=wandb_logger,
max_epochs=config.train.n_epochs.value,
fast_dev_run=config.train.fast_dev_run.value,
# https://pytorch-lightning.readthedocs.io/en/1.4.7/common/single_gpu.html
# distributed training does not yet work because the data loader lambda cannot be pickled
gpus=config.devices.gpus.value,
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