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Reading metadata...: 226310it [00:32, 5068.62it/s]
[INFO|trainer_utils.py:693] 2023-05-09 11:54:45,544 >> The following columns in the training set don't have a corresponding argument in `WhisperForConditionalGeneration.forward` and have been ignored: input_length. If input_length are not expected by `WhisperForConditionalGeneration.forward`, you can safely ignore this message.
/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.
warnings.warn('Was asked to gather along dimension 0, but all '
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4%|▍ | 189/5000 [1:38:11<40:29:36, 30.30s/it]Traceback (most recent call last):
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/datasets/download/streaming_download_manager.py", line 372, in read_with_retries
out = read(*args, **kwargs)
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/fsspec/implementations/http.py", line 600, in read
return super().read(length)
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/fsspec/spec.py", line 1703, in read
out = self.cache._fetch(self.loc, self.loc + length)
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/fsspec/caching.py", line 397, in _fetch
new = self.fetcher(self.end, bend)
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/fsspec/asyn.py", line 115, in wrapper
return sync(self.loop, func, *args, **kwargs)
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/fsspec/asyn.py", line 100, in sync
raise return_result
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/fsspec/asyn.py", line 55, in _runner
result[0] = await coro
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/fsspec/implementations/http.py", line 655, in async_fetch_range
r.raise_for_status()
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/aiohttp/client_reqrep.py", line 1005, in raise_for_status
raise ClientResponseError(
aiohttp.client_exceptions.ClientResponseError: 502, message='Bad Gateway', url=URL('https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/main/audio/es/train/es_train_3.tar')
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/home/local/QCRI/dizham/kanari/whisper/whisper-small-es/run_speech_recognition_seq2seq_streaming.py", line 629, in <module>
main()
File "/home/local/QCRI/dizham/kanari/whisper/whisper-small-es/run_speech_recognition_seq2seq_streaming.py", line 578, in main
train_result = trainer.train(resume_from_checkpoint=checkpoint)
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/transformers/trainer.py", line 1664, in train
return inner_training_loop(
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/transformers/trainer.py", line 1901, in _inner_training_loop
for step, inputs in enumerate(epoch_iterator):
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/torch/utils/data/dataloader.py", line 634, in __next__
data = self._next_data()
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/torch/utils/data/dataloader.py", line 678, in _next_data
data = self._dataset_fetcher.fetch(index) # may raise StopIteration
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/torch/utils/data/_utils/fetch.py", line 32, in fetch
data.append(next(self.dataset_iter))
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 981, in __iter__
for key, example in ex_iterable:
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 592, in __iter__
for key, example in iterator:
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 647, in __iter__
for x in self.ex_iterable:
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 500, in __iter__
for key, example in iterator:
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 772, in __iter__
for key, example in self.ex_iterable:
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 229, in __iter__
if not iterators[i].hasnext():
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 76, in hasnext
self._thenext = next(self.it)
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 142, in __iter__
yield from self.generate_examples_fn(**kwargs_with_shuffled_shards)
File "/home/local/QCRI/dizham/.cache/huggingface/modules/datasets_modules/datasets/mozilla-foundation--common_voice_11_0/2c65b95d99ca879b1b1074ea197b65e0497848fd697fdb0582e0f6b75b6f4da0/common_voice_11_0.py", line 195, in _generate_examples
result["audio"] = {"path": path, "bytes": file.read()}
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/tarfile.py", line 684, in read
b = self.fileobj.read(length)
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/tarfile.py", line 521, in read
buf = self._read(size)
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/tarfile.py", line 529, in _read
return self.__read(size)
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/tarfile.py", line 559, in __read
buf = self.fileobj.read(self.bufsize)
File "/home/local/QCRI/dizham/miniconda3/envs/whisper/lib/python3.9/site-packages/datasets/download/streaming_download_manager.py", line 381, in read_with_retries
raise ConnectionError("Server Disconnected") from disconnect_err
ConnectionError: Server Disconnected |