kvablack / dlimp Goto Github PK

Hi kvablack,
thanks for your great work! I'm using dlimp to read the OpenX dataset and train a model using huggingface Trainer for muti-GPU acceleration. In multi-GPU training, an issue involving serialization occurs when loading the dataset and starting the training. The following error is encountered:

train_dataset = build_datasets(
    data_args,
)

# TEST: dump using pickle
import pickle
filehandler = open("outputs/dataset.obj","wb")
pickle.dump(train_dataset, filehandler)

# [error]
pickle.PicklingError: Can't pickle <class 'dlimp.dataset.DLataset'>: it's not the same object as dlimp.dataset.DLataset

I believe the issue lies in the serialization of the dlimp Dataset or tf Dataset. Could you provide any solution or suggestions?
Many Thanks! 🤗

• reference: https://discuss.huggingface.co/t/cant-pickle-error-using-accelerate-multi-gpu/32358/7

Hi, great work! I noticed that the repository does not have an indicated license, may I ask what the intended license of this code is?