NVIDIA
NVIDIA
PyTorch
Container
NVIDIA
NVIDIA
PyTorch

PyTorch is a GPU accelerated tensor computational framework. Functionality can be extended with common Python libraries such as NumPy and SciPy. Automatic differentiation is done with a tape-based system at the functional and neural network layer levels.

  • Automatic Speech Recognition
    A collection of easy to use, highly optimized Deep Learning Models for Recommender Systems. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models
      DGX Spark
      NVIDIA
      NVIDIA
      NVIDIA Developer Program
      DGX Spark
      DGX Spark is an enterprise-grade software solution for deploying critical, production applications that run on the NVIDIA DGX Spark and NVIDIA GB10 Grace Blackwell Superchip-based partner systems.
      Getting Started
      Collections are use-case based curated content available in one easy-to-use package for for various applications including speech, intelligent video analytics, recommendations, and more.
        Image Classification
        A collection of easy to use, highly optimized Deep Learning Models for Image Classification. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models
        Image Segmentation
        A collection of easy to use, highly optimized Deep Learning Models for Image Segmentation. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models
          Language Modelling
          A collection of easy to use, highly optimized Deep Learning Models for Language Modelling. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models
            Translation
            A collection of easy to use, highly optimized Deep Learning Models for Machine Translation. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models
              Deep Learning Frameworks
              This collection contains performance-optimized Deep Learning frameworks.
                NVIDIA AI - End-to-End AI Development & Deployment
                This is a collection of performance-optimized frameworks, SDKs, and models to build Computer Vision and Speech AI applications.
                  Object Detection
                  A collection of easy to use, highly optimized Deep Learning Models for Object Detection. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models
                    Recommender Systems
                    A collection of easy to use, highly optimized Deep Learning Models for Recommender Systems. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models
                      Speech Synthesis
                      A collection of easy to use, highly optimized Deep Learning Models for Speech Synthesis. Deep Learning Examples provides Data Scientist and Software Engineers with recipes to Train, fine-tune, and deploy State-of-the-Art Models