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docs: add docs for map, and add num procs to load_dataset #27520

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Nov 16, 2023
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docs: add docs for map, and add num procs to load_dataset #27520

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4 changes: 3 additions & 1 deletion examples/flax/speech-recognition/run_flax_speech_recognition_seq2seq.py
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Original file line number Diff line number Diff line change
Expand Up @@ -439,6 +439,7 @@ def main():
data_args.dataset_config_name,
split=data_args.train_split_name,
cache_dir=data_args.dataset_cache_dir,
num_proc=data_args.preprocessing_num_workers,
token=True if model_args.use_auth_token else None,
)

Expand All @@ -448,6 +449,7 @@ def main():
data_args.dataset_config_name,
split=data_args.eval_split_name,
cache_dir=data_args.dataset_cache_dir,
num_proc=data_args.preprocessing_num_workers,
token=True if model_args.use_auth_token else None,
)

Expand Down Expand Up @@ -551,7 +553,7 @@ def prepare_dataset(batch):
prepare_dataset,
remove_columns=next(iter(raw_datasets.values())).column_names,
num_proc=num_workers,
desc="preprocess train dataset",
desc="preprocess train and eval dataset",
)

# filter training data with inputs longer than max_input_length
Expand Down