DeepLearningExamples
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NVIDIA
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Related to **ELECTRA/TensorFlow2** **Describe the bug** The README in the MultiNode section says BATCHSIZE=176 LR=6e-3 GRAD_ACCUM_STEPS=1 PHASE=1 STEPS=10000 WARMUP=2000 b1=0.878 b2=0.974 decay=0.5 skip_adaptive=yes end_lr=0.0 sbatch **N48** --ntasks-per-node=8 run.sub BATCHSIZE=24 LR=4e-3...
Hi, I am new to NVIDIA tools, I am running the notebook example of training, test and export to TF-TRT UNet Industrial on DAGM dataset provided at [UNet Industrial Inference...
TensorFlow2/Detection/Efficientdet: Please help me to modify train.py or other *.py files to run on 4 GPUs systems The convergence script ([convergence-AMP-8xA100-80G.sh](https://github.com/NVIDIA/DeepLearningExamples/blob/master/TensorFlow2/Detection/Efficientdet/scripts/D0/convergence-AMP-8xA100-80G.sh)) is running without any issue on 8 GPUs systems....
Related to **DLRM/TensorFlow2** **Describe the bug** I generated synthetic data as per the README instructions, and tried to perform a training run. This failed when creating a _dlrm_ training pipeline,...
Related to **Tacotron2/Pytorch** **Describe the bug** When I run `train.py` on `PyTorch/SpeechSynthesis/Tacotron2/`, following error occured: ``` Traceback (most recent call last): File "train.py", line 44, in import data_functions File "/workspace/benchmark/SpeechSynthesis/Tacotron2/data_functions.py",...
Related to **ELECTRA/TF2** **Describe the bug** As a proof-of-concept of the ELECTRA/TF2 process, I have downloaded the 90Gb wiki data. This contains 20-million pages of data. I have extracted just...
Related to **ELECTRA/TF2** **Is your feature request related to a problem? Please describe.** I have previously run the README command to download the wiki data: /workspace/electra/data/create_datasets_from_start.sh wiki_only It has spent...
Related to **ELECTRA/TF2** **Is your feature request related to a problem? Please describe.** The README shows that the datasets can be created from wiki-only: /workspace/electra/data/create_datasets_from_start.sh wiki_books but when you then...
I tried inferencing using waveglow and it worked just fine but soon as I changed to hifigan it threw the following error Traceback (most recent call last): File "inference.py", line...
in your brats 2022 notebook you report that you trained 5 models for 150 epochs and averaged their predictions can i know what was the range of Val loss and...
