ContainersNVIDIADeepSeek-R1NVIDIALlama-3.1-Nemotron-70B-InstructNVIDIAPyTorch
CollectionsNVIDIAOmniverse Kit (FB)NVIDIADeepStream SDKNVIDIAOmniverse Kit App Streaming
ModelsNVIDIAStyleGAN3 pretrained modelsNVIDIAPeopleNetNVIDIATrafficCamNet
ResourcesNVIDIARiva Skills Quick Start
Helm ChartsNVIDIAGPU OperatorNVIDIANVIDIA NIM Operator
NVIDIA Deep Learning Examples
NVIDIA Deep Learning Examples
ResNet50 v1.5 for PaddlePaddle
Resource
NVIDIA Deep Learning Examples
NVIDIA Deep Learning Examples
ResNet50 v1.5 for PaddlePaddle

With modified architecture and initialization this ResNet50 version gives ~0.5% better accuracy than original.

The following section lists the requirements you need to meet to start training the ResNet50 model.

Requirements

This repository contains a Dockerfile that extends the CUDA NGC container and encapsulates some dependencies. Aside from these dependencies, ensure you have the following components:

For more information about how to get started with NGC containers, refer to the following sections from the NVIDIA GPU Cloud Documentation and the Deep Learning DGX Documentation: