Patrick von Platen

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fails on 'processor = Wav2Vec2ProcessorWithLM.from_pretrained("patrickvonplaten/wav2vec2-base-100h-with-lm")'

Thanks a lot for the hint @captainnurple! I corrected the google colab, should work now :slightly_smiling_face:

Fine-Tune Wav2Vec2 for English ASR on GCP: RuntimeError: Input type (torch.FloatTensor) and weight type (torch.cuda.HalfTensor) should be the same or input should be a MKLDNN tensor and weight is a dense tensor

Hey @sully90, The notebook works on the colab for me, but I haven't tested it on GCP. From the error message, it looks like there is a problem with `fp16`...

Fine-Tune Wav2Vec2 for English ASR on GCP: RuntimeError: Input type (torch.FloatTensor) and weight type (torch.cuda.HalfTensor) should be the same or input should be a MKLDNN tensor and weight is a dense tensor

Could you guys make me a reproducible colab so that I can reproduce the error? :-) This would be great!

Fine-Tune Wav2Vec2 for English ASR on GCP: RuntimeError: Input type (torch.FloatTensor) and weight type (torch.cuda.HalfTensor) should be the same or input should be a MKLDNN tensor and weight is a dense tensor

I can reproduce now! Thanks for telling me!

Fine-Tune Wav2Vec2 for English ASR on GCP: RuntimeError: Input type (torch.FloatTensor) and weight type (torch.cuda.HalfTensor) should be the same or input should be a MKLDNN tensor and weight is a dense tensor

Not 100% sure what the error is for now- will take a look tomorrow!

Fine-Tune Wav2Vec2 for English ASR on GCP: RuntimeError: Input type (torch.FloatTensor) and weight type (torch.cuda.HalfTensor) should be the same or input should be a MKLDNN tensor and weight is a dense tensor

Should be fixed now: https://colab.research.google.com/github/patrickvonplaten/notebooks/blob/master/Fine_tuning_Wav2Vec2_for_English_ASR.ipynb Can you try it out ? :-)

Fine-Tune Wav2Vec2 for English ASR on GCP: RuntimeError: Input type (torch.FloatTensor) and weight type (torch.cuda.HalfTensor) should be the same or input should be a MKLDNN tensor and weight is a dense tensor

The problem was that the Transformers version that was used was too old. Didn't dive super deep into it though. Maybe updating your Transformers version should do the trick @jovan3600...

Fine-Tune Wav2Vec2 for English ASR on GCP: RuntimeError: Input type (torch.FloatTensor) and weight type (torch.cuda.HalfTensor) should be the same or input should be a MKLDNN tensor and weight is a dense tensor

Hmmm, not really sure what could be the problem. In the new Transformers versions > 4.17 whenever the runtime is set to GPU, which can be checked with `torch.cuda.is_available()` then...

KeyError in processor.batch_decode

I think it has been solved in [kensho-technologies/pyctcdecode#41 ](https://github.com/kensho-technologies/pyctcdecode/issues/41) no? :-)

(fine-tune-wav2vec2-english.md) AssertionError: No inf checks were recorded for this optimizer

Hey @xzwworkplace, Could you try to provide a google colab that would allow me to reproduce the error? :-)