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Fix serialization for saving train checkpoints #271

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merged 1 commit into from
Mar 5, 2020
Merged

Fix serialization for saving train checkpoints #271

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2 changes: 2 additions & 0 deletions farm/train.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,7 @@
from tqdm import tqdm
import numpy
import shutil
import dill

from farm.utils import MLFlowLogger as MlLogger
from farm.utils import GracefulKiller
Expand Down Expand Up @@ -460,6 +461,7 @@ def _save(self):
"cuda_rng_state": torch.cuda.get_rng_state(),
},
checkpoint_path / "trainer",
pickle_module=dill,
)

checkpoint_name = f"epoch_{self.from_epoch}_step_{self.from_step}"
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1 change: 1 addition & 0 deletions requirements.txt
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Expand Up @@ -26,3 +26,4 @@ flask-restplus
flask-cors
# optional: for inference with fasttext
#fasttext==0.9.1
dill # pickle extension for (de-)serialization