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State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

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Related to **BERT/PyTorch** **Describe the bug** When I try to reproduce the BERT distillation training result on the SQuAD dataset as described in: https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/LanguageModeling/BERT/distillation and use the script https://github.com/NVIDIA/DeepLearningExamples/blob/master/PyTorch/LanguageModeling/BERT/distillation/run_e2e_distillation.sh 1....

bug

Related to **EfficientDet/PyTorch** **Describe the bug** When I try to reproduce the EfficientDet training result on Waymo dataset as described in: https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/Detection/Efficientdet Meet the " TypeError: new(): invalid data type...

bug

Good afternoon. I noticed that the FastPitch model can train from phonemes. However, not all words are phonemicized when using this feature, as some of them are missing from the...

bug

E: Failed to fetch http://archive.ubuntu.com/ubuntu/pool/universe/f/flac/flac_1.3.3-1build1_amd64.deb Connection failed [IP: 91.189.91.39 80]

Thanks for a great tutorial covering installation and usage, but apart from evaluating the existing COCO TFrecords, how do we input an image for segmentation and visualize its mask results?...

enhancement

It seems that mxnet has supported cuda graph.

enhancement

@alancucki I am a huge fan of the work here, it's honestly the most stable and fast TTS system I have used. **Is your feature request related to a problem?...

enhancement

Related to **Model/Framework(s) or something else (describe)** *Examples:* * *GNMT/PyTorch* * *AMP* * *Tensorflow 2.0* * *Jupyter notebooks* * DALI version - 1.8.0 **Is your feature request related to a...

enhancement

Related to **Model/Framework(s)** *PyTorch Distributed Training* **Describe the bug** Error: ``` torch.cuda.set_rng_state(checkpoint['cuda_rng_state_all'][device_id]) IndexError: index 2 is out of bounds for dimension 0 with size 2 ``` This error happens as...

bug