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.
Bumps [pyspark](https://github.com/apache/spark) from 3.1.3 to 3.2.2. Commits 78a5825 Preparing Spark release v3.2.2-rc1 ba978b3 [SPARK-39099][BUILD] Add dependencies to Dockerfile for building Spark releases 001d8b0 [SPARK-37554][BUILD] Add PyArrow, pandas and plotly to...
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Related to **Kaldi/SpeechRecognition** *(notebooks/Kaldi_TRTIS_inference_online_demo.ipynb* **Describe the bug** When I try to connect triton grpc server by python client, i found i can't get access! The blow is error info: ------------------------------------------------------------------...
Related to **Temporal Fusion Transformer (TFT)** in **Time-Series Prediction Platform (TSPP)** **Use case:** Predict time series of rankings of items within categories. For example, item 1 occupies place 10 of...
Is this code a typo and should be `half *__restrict grad`? https://github.com/NVIDIA/DeepLearningExamples/blob/b1fc3c46f508201405c76e4811c036b05e9773d7/PyTorch/Recommendation/DLRM/dlrm/cuda_src/dot_based_interact/dot_based_interact_tf32_bwd.cu#L32
The script makes it simple to download, extract, and prepare the ImageNet dataset to feed the model.
repro: execute `bash run.sh` from `DeepSpeedExamples/training/HelloDeepSpeed`. **error** root@9824d79a444b:/home/DeepSpeedExamples/training/HelloDeepSpeed# sh run_ds.sh [2024-04-15 21:59:04,124] [INFO] [real_accelerator.py:203:get_accelerator] Setting ds_accelerator to cuda (auto detect) Traceback (most recent call last): File "/usr/local/bin/deepspeed", line 3, in...
```suggestion [Embed objects](#DOCS_RESOURCES_CHANNEL/embed-object) are now limited more explicitly to 25 [embed fields](#DOCS_RESOURCES_CHANNEL/embed-object-embed-field-structure). If you pass more than 25 fields within an embed's `fields` property, an error will be returned. ```...
Related to **Model/Framework(s) or something else (describe)** *Examples:* * *GNMT/PyTorch* * *AMP* * *Tensorflow 2.0* * *Jupyter notebooks* **Is your feature request related to a problem? Please describe.** A clear...
Hi, I've been looking at the PyTorch/SpeechSynthesis/Tacotron2 model in this repo, and I trained first with one of the subsets of the LJSpeech-1.1 to test whether my setup would work...
Related to **Model/Framework(s)** In the DeepLearningExamples/PyTorch/Recommendation/DLRM folder **Describe the bug** A clear and concise description of what the bug is. I want to follow the tutorial to generate the Criteo...
