NGC | Catalog
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Resources

The NGC catalog offers step-by-step instructions and scripts for creating deep learning models, with sample performance and accuracy metrics to compare your results. These scripts provide expert guidance on building DL models for image classification, language translation, text-to-speech and more. Data scientists can quickly build performance-optimized models by easily adjusting the hyperparameters.
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Logo for Colonoscopy Sample App Data
Clara Holoscan Sample App Data for AI Colonoscopy Segmentation of Polyps
Logo for Endoscopy Sample App Data
Clara Holoscan Sample App Data for AI-based Endoscopy Tool Tracking
Logo for BERT PaddlePaddle codebase
PaddlePaddle codebase for training and using BERT model
Logo for BERT for PaddlePaddle
BERT is a method of pre-training language representations which obtains state-of-the-art results on a wide array of NLP tasks.
Logo for NGC CLI
NGC CLI
Resource
NGC CLI
Logo for Multi-AI Sample App Data
Clara Holoscan Sample App Data for Multi-AI Ultrasound Pipeline
Logo for SSD PyTorch codebase
PyTorch codebase for training and using SSD model
Logo for nnUNet TensorFlow2 codebase
TensorFlow2 codebase for training and using nnUNet model
Logo for MaskRCNN PyTorch codebase
PyTorch codebase for training and using MaskRCNN model
Logo for BERT PyTorch codebase
PyTorch codebase for training and using BERT model
Logo for Merlin TensorFlow Jupyter Notebooks
This resource is a collection of Jupyter notebook examples to provide training example for NVIDIA Merlin using Tensorflow.
Logo for Merlin PyTorch Jupyter Notebooks
This resource is a collection of Jupyter notebook examples to provide training example for NVIDIA Merlin using Pytorch.
Logo for Merlin HugeCTR Jupyter Notebooks
This resource is a collection of Jupyter notebook examples to provide training example for NVIDIA Merlin.
Logo for Training with WarpDrive
Training with WarpDrive
Logo for End-to-end Training with WarpDrive
Jupyter notebook for end-to-end training with WarpDrive
Logo for WarpDrive Resetter
Tutorial covering the basics of WarpDrive Reset and Log
Logo for WarpDrive Sampler for Numba
Tutorial covering the basics of WarpDrive Sampler using Numba
Logo for WarpDrive Sampler for PyCUDA
Tutorial covering the basics of WarpDrive Sampler using PyCUDA
Logo for WarpDrive Basics for Numba
Tutorial covering the basics of WarpDrive using Numba
Logo for WarpDrive Basics for PyCUDA
Tutorial covering the basics of WarpDrive using PyCUDA
Logo for DOCA Container Resources
Set of container configuration files for the various DOCA containers.
Logo for Wide & Deep for TensorFlow2
Wide & Deep Recommender model.
Logo for Wide & Deep for TensorFlow1
Wide & Deep Recommender model.
Logo for VAE for TensorFlow1
The Variational Autoencoder for collaborative filtering focuses on providing recommendations. This is an optimized implementation.
Logo for 3D-UNet Medical Image Segmentation for TensorFlow1
A convolutional neural network for 3D image segmentation.