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load best model from checkpoint #195

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Apr 5, 2022
Merged

load best model from checkpoint #195

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7 changes: 6 additions & 1 deletion tools/train.py
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Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@
from anomalib.config import get_configurable_parameters
from anomalib.data import get_datamodule
from anomalib.models import get_model
from anomalib.utils.callbacks import get_callbacks
from anomalib.utils.callbacks import LoadModelCallback, get_callbacks
from anomalib.utils.loggers import get_logger


Expand Down Expand Up @@ -59,6 +59,11 @@ def train():

trainer = Trainer(**config.trainer, logger=logger, callbacks=callbacks)
trainer.fit(model=model, datamodule=datamodule)

# load best model from checkpoint before evaluating
load_model_callback = LoadModelCallback(weights_path=trainer.checkpoint_callback.best_model_path)
trainer.callbacks.insert(0, load_model_callback)

trainer.test(model=model, datamodule=datamodule)


Expand Down