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## NVIDIA GPU Cloud (NGC) Container Registry
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These examples, along with our NVIDIA deep learning software stack, are provided in a monthly updated Docker container on the NGC container registry (https://ngc.nvidia.com). These containers include:
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- The latest NVIDIA examples from this [repository](https://github.com/NVIDIA/DeepLearningExamples/edit/caffe2_fp16/README.md)
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- The latest NVIDIA examples from this repository
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- The latest NVIDIA contributions shared upstream to the respective framework
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- The latest NVIDIA Deep Learning software libraries, such as cuDNN, NCCL, cuBLAS, etc. which have all been through a rigorous monthly quality assurance process to ensure that they provide the best possible performance
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- [Monthly release notes](https://docs.nvidia.com/deeplearning/dgx/index.html#nvidia-optimized-frameworks-release-notes) for each of the NVIDIA optimized containers
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