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Undocumented distributed inference behaviour for `run_summarization.py`

huggingface/transformers#16992·166457·Python·1590 天未动·5 条评论·上游最近活跃 ·池内状态:可认领
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### System Info ```shell Fails with error Traceback (most recent call last): File "/scratches/neuron/anaconda3/envs/T5DST-SGD/bin/transformers-cli", line 5, in <module> from transformers.commands.transformers_cli import main File "/scratches/neuron/anaconda3/envs/T5DST-SGD/lib/python3.8/site-packages/transformers/commands/transformers_cli.py", line 26, in <module> from .user import UserCommands File "/scratches/neuron/anaconda3/envs/T5DST-SGD/lib/python3.8/site-packages/transformers/commands/user.py", line 20, in <module> from huggingface_hub.hf_api import HfFolder, create_repo, list_repos_objs, login, logout, whoami ImportError: cannot import name 'list_repos_objs' from 'huggingface_hub.hf_api' (/scratches/neuron/anaconda3/envs/T5DST-SGD/lib/python3.8/site-packages/huggingface_hub/hf_api.py) However I am running `4.16.2` with python `3.8`. ``` ### Who can help? @sgugger @stevhliu @patil-suraj ### Information - [ ] The official example scripts - [x] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [x] My own task or dataset (give details below) ### Reproduction I am working with a copy of the `run_summarization.py` (pytorch) example that the authors of this [paper](https://arxiv.org/pdf/2109.07506.pdf) modified to work for dialogue state tracking (implemented [here ](https://github.com/chiahsuan156/DST-as-Prompting) for reference) The `run_summarization.py` script can be launched with `torch.distributed.launch` and the `--do_predict` option. This shards the examples in the test set to various GPUs and therefore generation and task-oriented metrics is accelerated. The predictions are written to the `generated_predictions.txt` file in the output directory. To be able to compute dialogue-relevant task oriented metrics, one ought to run a postprocessing script that uses the `generated_predictions.txt`. Because the trainer erases all the columns that are not keys to the model `fo…
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