DeepLearningExamples
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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.
Hi, first of all this is such a great work and a very thorough documentation. I just would like to ask a simple question. In the documentation of BERT/TF2, it...
I'm trying to benchmark the performance of V100 and A100 GPU's on our cluster. im trying to run 90 epoch and capture time for convergence. The throughput for FP32 is...
i have modified changes
In PyTorch/Segmentation/nnUNet/data_preprocessing/preprocessor.py, line 220, you use the ```np.argmin``` function to find the low resolution axis for the target spacing variable. However, the low resolution axis is the position of the...
GNMT won't run without `dllogger`
**Related to nnUNET/pyTorch** I am trying to use the BraTS21.ipynb and BraTS22.ipynb to train the nnUNet model. But I am constantly running into the following error. "RuntimeError: Critical error in...
Related to nnUNet. I am trying to use the BraTS21.ipynb and BraTS22.ipynb to train the nnUNet model yet they both raised an error about Pytorch Lightning. I have installed packages...
I've just started exploring this deep learning repo but I noticed the repo says the supported GPUs are: - NVIDIA Volta - NVIDIA Turing - NVIDIA Ampere What does this...
updated so all projects can use latest librosa. https://github.com/NVIDIA/DeepLearningExamples/issues/1369 modified: CUDA-Optimized/FastSpeech/fastspeech/dataset/ljspeech_dataset.py modified: CUDA-Optimized/FastSpeech/generate.py modified: CUDA-Optimized/FastSpeech/tacotron2/audio_processing.py modified: CUDA-Optimized/FastSpeech/tacotron2/layers.py modified: Kaldi/SpeechRecognition/notebooks/Kaldi_TRTIS_inference_offline_demo.ipynb modified: Kaldi/SpeechRecognition/notebooks/Kaldi_TRTIS_inference_online_demo.ipynb modified: PyTorch/SpeechRecognition/Jasper/requirements.txt modified: PyTorch/SpeechRecognition/QuartzNet/requirements.txt modified: PyTorch/SpeechRecognition/wav2vec2/requirements.txt modified: PyTorch/SpeechSynthesis/FastPitch/hifigan/data_function.py modified:...
PyTorch/SpeechSynthesis/All and CUDA-Optimized/FastSpeech librosa is used through all audio projects although only a few functions. requirements files refer to different versions. But not all syntax is coherent with the versions...