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• content: Start building for HPC and AI with the performance-first AMD ROCm software stack. Explore how-to guides and reference docs. name: description
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• ROCm Preview documentation
• ROCm™ Software 7.2.0
• Version List
• http://rocm.docs.amd.com/#
• http://rocm.docs.amd.com/what-is-rocm.html
• Release notes
• Compatibility matrix
• https://rocm.docs.amd.com/projects/install-on-linux/en/latest/reference/system-requirements.html
• https://rocm.docs.amd.com/projects/install-on-windows/en/latest/reference/system-requirements.html
• ROCm on Linux
• HIP SDK on Windows
• https://rocm.docs.amd.com/projects/radeon-ryzen/en/latest/index.html
• http://rocm.docs.amd.com/how-to/deep-learning-rocm.html
• PyTorch compatibility
• TensorFlow compatibility
• JAX compatibility
• verl compatibility
• Stanford Megatron-LM compatibility
• DGL compatibility
• Megablocks compatibility
• Ray compatibility
• llama.cpp compatibility
• FlashInfer compatibility
• http://rocm.docs.amd.com/how-to/build-rocm.html
• http://rocm.docs.amd.com/how-to/rocm-for-ai/index.html
• Installation
• System setup
• System validation
• Multi-node setup
• System health benchmarks
• Training
• Train a model with Primus and Megatron-LM
• Train a model with Megatron-LM
• Train a model with Primus and PyTorch
• Train a model with PyTorch
• Train a model with Primus and JAX MaxText
• Train a model with LLM Foundry
• Scale model training
• Fine-tuning LLMs
• Conceptual overview
• Fine-tuning
• Use a single GPU
• Use multiple GPUs
• Inference
• Run models from Hugging Face
• LLM inference frameworks
• vLLM inference performance testing
• PyTorch inference performance testing
• SGLang inference performance testing
• vLLM distributed inference with MoRI
• SGLang distributed inference with MoRI
• SGLang distributed inference with Mooncake
• xDiT diffusion inference
• Deploy your model
• Inference optimization
• Model quantization techniques
• Model acceleration libraries
• Optimize with Composable Kernel
• Optimize Triton kernels
• Profile and debug
• Workload optimization
• vLLM V1 performance optimization
• AI tutorials
• http://rocm.docs.amd.com/how-to/rocm-for-hpc/index.html
• http://rocm.docs.amd.com/how-to/system-optimization/index.html
• AMD Instinct MI300X performance guides
• http://rocm.docs.amd.com/how-to/system-debugging.html
• http://rocm.docs.amd.com/conceptual/compiler-topics.html
• ROCm compiler infrastructure
• Use AddressSanitizer
• OpenMP support
• http://rocm.docs.amd.com/how-to/setting-cus.html
• http://rocm.docs.amd.com/how-to/Bar-Memory.html
• http://rocm.docs.amd.com/conceptual/gpu-arch.html
• MI300 microarchitecture
• MI300 and MI200 performance counters
• MI350 Series performance counters
• MI250 microarchitecture
• MI100 microarchitecture
• http://rocm.docs.amd.com/conceptual/file-reorg.html
• http://rocm.docs.amd.com/conceptual/gpu-isolation.html
• http://rocm.docs.amd.com/conceptual/cmake-packages.html
• http://rocm.docs.amd.com/conceptual/ai-pytorch-inception.html
• http://rocm.docs.amd.com/reference/api-libraries.html
• http://rocm.docs.amd.com/reference/rocm-tools.html
• http://rocm.docs.amd.com/reference/gpu-arch-specs.html
• http://rocm.docs.amd.com/reference/gpu-atomics-operation.html
• http://rocm.docs.amd.com/reference/env-variables.html
• http://rocm.docs.amd.com/reference/precision-support.html
• http://rocm.docs.amd.com/reference/graph-safe-support.html
• Contributing to the ROCm documentation
• ROCm documentation toolchain
• Building documentation
• Providing feedback about the ROCm documentation
• ROCm licenses
• #
• https://rocm.docs.amd.com/projects/HIP/en/latest/index.html
• http://rocm.docs.amd.com/how-to/programming_guide.html
• http://rocm.docs.amd.com/how-to/tuning-guides/mi300x/index.html
• ROCm Licenses and Disclaimers
• Cookie Settings

• https://www.amd.com/
• GitHub
• Community
• Blogs
• ROCm Developer Hub
• Systems and Infra Docs
• Infinity Hub
• Support
• ROCm examples
• AMD Instinct MI300/CDNA3 ISA
• White paper
• AMD Instinct MI200/CDNA2 ISA
• White paper
• AMD Instinct MI100/CDNA1 ISA
• White paper
• Terms and Conditions
• Privacy
• Trademarks
• Supply Chain Transparency
• Fair and Open Competition
• UK Tax Strategy
• Cookie Policy

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