\n \n
\n \n ML Libraries\n \n\n
\n- \n
- \n \n Transformers Neuron\n \n \n \n
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- \n \n Setup\n \n \n
- \n \n Developer Guide\n \n \n \n \n \n
- \n \n Tutorials\n \n \n \n
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- \n \n Hugging Face meta-llama/Llama-2-13b autoregressive sampling on Inf2 & Trn1\n \n \n
- \n \n Hugging Face facebook/opt-13b autoregressive sampling on Inf2 & Trn1\n \n \n
- \n \n Hugging Face facebook/opt-30b autoregressive sampling on Inf2 & Trn1\n \n \n
- \n \n Hugging Face facebook/opt-66b autoregressive sampling on Inf2\n \n \n
\n - \n \n Misc\n \n \n \n \n \n
\n - \n \n Neuron Distributed\n \n \n \n
- \n
- \n \n Setup\n \n \n
- \n \n App Notes\n \n \n \n
- \n
- \n \n Tensor Parallelism Overview\n \n \n
\n - \n \n API Reference Guide\n \n \n \n \n \n
- \n \n Developer Guide\n \n \n \n \n \n
- \n \n Tutorials\n \n \n \n \n \n
- \n \n Misc\n \n \n \n \n \n
\n - \n \n AWS Neuron Reference for NeMo Megatron\n \n \n
\n \n User Guide\n \n
\n- \n
- \n \n Neuron Runtime\n \n \n \n
- \n
- \n \n API Reference Guide\n \n \n \n
- \n
- \n \n Runtime API\n \n \n
\n - \n \n Configuration Guide\n \n \n \n
- \n
- \n \n Runtime Configuration\n \n \n
\n - \n \n Misc\n \n \n \n
- \n
- \n \n Troubleshooting on Inf1 and Trn1\n \n \n
- \n \n FAQ\n \n \n
- \n \n Neuron Runtime Release Notes\n \n \n
- \n \n Neuron Driver Release Notes\n \n \n
- \n \n Neuron Collectives Release Notes\n \n \n
\n
\n - \n \n API Reference Guide\n \n \n \n
- \n \n Neuron Compiler\n \n \n \n
- \n
- \n \n Neuron Compiler for Trn1 & Inf2\n \n \n \n
- \n
- \n \n API Reference Guide\n \n \n \n
- \n
- \n \n Neuron Compiler CLI Reference Guide\n \n \n
\n - \n \n Developer Guide\n \n \n \n \n \n
- \n \n Misc\n \n \n \n
- \n
- \n \n FAQ\n \n \n
- \n \n What's New\n \n \n
\n
\n - \n \n API Reference Guide\n \n \n \n
- \n \n Neuron Compiler for Inf1\n \n \n \n
- \n
- \n \n API Reference Guide\n \n \n \n \n \n
- \n \n Developer Guide\n \n \n \n \n \n
- \n \n Misc\n \n \n \n
- \n
- \n \n FAQ\n \n \n
- \n \n What's New\n \n \n
- \n \n Neuron Supported operators\n \n \n
\n
\n
\n - \n \n Neuron Compiler for Trn1 & Inf2\n \n \n \n
- \n \n Neuron C++ Custom Operators\n \n \n \n
- \n
- \n \n API Reference Guide\n \n \n \n \n \n
- \n \n Developer Guide\n \n \n \n \n \n
- \n \n Tutorials\n \n \n \n \n \n
- \n \n Misc (Neuron Custom C++ Operators)\n \n \n \n
- \n
- \n \n Neuron Custom C++ Tools Release Notes\n \n \n
- \n \n Neuron Custom C++ Library Release Notes\n \n \n
\n
\n - \n \n Neuron Tools\n \n \n \n
- \n
- \n \n System Tools\n \n \n \n
- \n
- \n \n Neuron-Monitor User Guide\n \n \n
- \n \n Neuron-Top User Guide\n \n \n
- \n \n Neuron-LS User Guide\n \n \n
- \n \n Neuron Profile User Guide\n \n \n
- \n \n Neuron-Sysfs User Guide\n \n \n
- \n \n NCCOM-TEST User Guide\n \n \n
- \n \n What's New\n \n \n
\n - \n \n TensorBoard\n \n \n \n
- \n
- \n \n Track Training Progress in TensorBoard using PyTorch Neuron\n \n \n
- \n \n TensorBoard Plugin for Neuron (Trn1)\n \n \n
- \n \n What's New\n \n \n
- \n \n TensorBoard Plugin for Neuron (Inf1)\n \n \n
\n - \n \n Helper Tools\n \n \n \n
- \n
- \n \n Check Model\n \n \n
- \n \n GatherInfo\n \n \n
\n - \n \n NeuronPerf (Beta)\n \n \n \n
- \n
- \n \n Overview\n \n \n
- \n \n Terminology\n \n \n
- \n \n Examples\n \n \n
- \n \n Benchmark Guide\n \n \n
- \n \n Evaluate Guide\n \n \n
- \n \n Compile Guide\n \n \n
- \n \n Model Index Guide\n \n \n
- \n \n API\n \n \n
- \n \n Framework Notes\n \n \n
- \n \n FAQ\n \n \n
- \n \n Troubleshooting\n \n \n
- \n \n What’s New\n \n \n \n
- \n
- \n \n NeuronPerf 1.x Release Notes\n \n \n
\n
\n
\n - \n \n System Tools\n \n \n \n
- \n \n Neuron Calculator\n \n \n
- \n \n Setup Guide\n \n \n \n
- \n
- \n \n PyTorch Neuron (torch-neuronx)\n \n \n
- \n \n PyTorch Neuron (torch-neuron)\n \n \n
- \n \n Tensorflow Neuron (tensorflow-neuronx)\n \n \n
- \n \n Tensorflow Neuron (tensorflow-neuron)\n \n \n
- \n \n MxNet Neuron (mxnet-neuron)\n \n \n
\n - \n \n Containers Deployment\n \n \n \n
- \n
- \n \n Locate Neuron DLC Image\n \n \n
- \n \n Getting Started\n \n \n
- \n \n Kubernetes Getting Started\n \n \n
- \n \n Tutorials\n \n \n \n
- \n
- \n \n Inference\n \n \n \n \n \n
- \n \n Training\n \n \n \n \n \n
\n - \n \n Developer Flows\n \n \n \n \n \n
- \n \n FAQ, Troubleshooting and Release Note\n \n \n \n
- \n
- \n \n FAQ\n \n \n
- \n \n Troubleshooting Neuron Containers\n \n \n
- \n \n Neuron Containers Release Notes\n \n \n
- \n \n Neuron K8 Release Notes\n \n \n
\n
\n - \n \n Developer Flows\n \n \n \n
- \n
- \n \n Deploy Containers with Neuron\n \n \n \n
- \n
- \n \n Locate Neuron DLC Image\n \n \n
- \n \n Getting Started\n \n \n
- \n \n Kubernetes Getting Started\n \n \n
- \n \n Tutorials\n \n \n \n
- \n
- \n \n Inference\n \n \n
- \n \n Training\n \n \n
\n - \n \n Developer Flows\n \n \n \n \n \n
- \n \n FAQ, Troubleshooting and Release Note\n \n \n \n
- \n
- \n \n FAQ\n \n \n
- \n \n Troubleshooting Neuron Containers\n \n \n
- \n \n Neuron Containers Release Notes\n \n \n
- \n \n Neuron K8 Release Notes\n \n \n
\n
\n - \n \n AWS EC2\n \n \n \n
- \n
- \n \n Inference\n \n \n \n \n \n
- \n \n Training\n \n \n \n
- \n
- \n \n Train your model on EC2\n \n \n
\n
\n - \n \n Amazon EKS\n \n \n \n
- \n
- \n \n Inference\n \n \n \n \n \n
- \n \n Training\n \n \n
\n - \n \n AWS ECS\n \n \n \n
- \n
- \n \n Inference\n \n \n \n \n \n
- \n \n Training\n \n \n
\n - \n \n Sagemaker\n \n \n \n
- \n
- \n \n Inference\n \n \n \n \n \n
- \n \n Training\n \n \n \n
- \n
- \n \n Train your model on SageMaker\n \n \n
\n - \n \n AWS Neuron Sagemaker Samples GitHub Repository\n \n \n
\n - \n \n Parallel Cluster\n \n \n \n
- \n
- \n \n Inference\n \n \n
- \n \n Training\n \n \n \n
- \n
- \n \n Train your model on ParallelCluster\n \n \n
\n
\n - \n \n AWS Batch Flows\n \n \n \n
- \n
- \n \n Inference\n \n \n
- \n \n Training\n \n \n
\n
\n - \n \n Deploy Containers with Neuron\n \n \n \n
\n \n Learning Neuron\n \n
\n- \n
- \n \n Architecture\n \n \n \n
- \n
- \n \n AWS Inf1 Architecture\n \n \n
- \n \n AWS Trn1/Trn1n Architecture\n \n \n
- \n \n AWS Inf2 Architecture\n \n \n
- \n \n Inferentia Architecture\n \n \n
- \n \n Inferentia2 Architecture\n \n \n
- \n \n Trainium Architecture\n \n \n
- \n \n AWS NeuronCore Architecture\n \n \n
- \n \n Neuron Model Architecture Fit Guidelines\n \n \n
- \n \n Neuron Glossary\n \n \n
\n - \n \n Features\n \n \n \n
- \n
- \n \n Data Types\n \n \n
- \n \n Rounding Modes\n \n \n
- \n \n Neuron Batching\n \n \n
- \n \n NeuronCore Pipeline\n \n \n
- \n \n Neuron Persistent Cache\n \n \n
- \n \n Collective Communication\n \n \n
- \n \n Neuron Control Flow\n \n \n
- \n \n Neuron Custom C++ Operators\n \n \n
- \n \n Neuron Dynamic Shapes\n \n \n
\n - \n \n Application Notes\n \n \n \n
- \n
- \n \n Introducing first release of Neuron 2.x enabling EC2 Trn1 general availability (GA)\n \n \n
- \n \n Introducing Neuron Runtime 2.x (libnrt.so)\n \n \n
- \n \n Performance Tuning\n \n \n
- \n \n Parallel Execution using NEURON_RT_NUM_CORES\n \n \n
- \n \n Running R-CNNs on Inf1\n \n \n
- \n \n Generative LLM inference with Neuron\n \n \n
\n - \n \n FAQ\n \n \n
- \n \n Troubleshooting\n \n \n
\n \n About Neuron\n \n
\n- \n
- \n \n Release Details\n \n \n
- \n \n Roadmap\n \n \n \n
- \n
- \n \n Neuron Public Roadmap\n \n \n
\n - \n \n Support\n \n \n \n
- \n
- \n \n SDK Maintenance Policy\n \n \n
- \n \n Security Disclosures\n \n \n
- \n \n Contact Us\n \n \n
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