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106 lines
4.2 KiB
Markdown
106 lines
4.2 KiB
Markdown
<head>
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<meta charset="UTF-8">
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<meta name="description" content="AMD ROCm documentation">
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<meta name="keywords" content="documentation, guides, installation, compatibility, support,
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reference, ROCm, AMD">
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</head>
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# AMD ROCm documentation
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ROCm is an open-source software platform optimized to extract HPC and AI workload
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performance from AMD Instinct accelerators and AMD Radeon GPUs while maintaining
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compatibility with industry software frameworks. For more information, see [What is ROCm?](./what-is-rocm.rst)
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If you're using Radeon GPUs, consider reviewing {doc}`Radeon-specific ROCm documentation<radeon:index>`.
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Installation instructions are available from:
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* {doc}`ROCm installation for Linux<rocm-install-on-linux:index>`
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* {doc}`HIP SDK installation for Windows<rocm-install-on-windows:index>`
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* [Deep learning frameworks installation](./how-to/deep-learning-rocm.rst)
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* [Build ROCm from source](./how-to/build-rocm.rst)
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ROCm documentation is organized into the following categories:
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::::{grid} 1 2 2 2
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:class-container: rocm-doc-grid
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:::{grid-item-card}
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:class-card: sd-text-black
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:img-top: ./data/banner-compatibility.jpg
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:img-alt: Compatibility information
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:padding: 2
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* [Compatibility matrix](./compatibility/compatibility-matrix.rst)
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* {doc}`Linux system requirements<rocm-install-on-linux:reference/system-requirements>`
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* {doc}`Windows system requirements<rocm-install-on-windows:reference/system-requirements>`
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* {doc}`Third-party support<rocm-install-on-linux:reference/3rd-party-support-matrix>`
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* {doc}`User/kernel space<rocm-install-on-linux:reference/user-kernel-space-compat-matrix>`
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* {doc}`Docker<rocm-install-on-linux:reference/docker-image-support-matrix>`
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* {doc}`OpenMP<llvm-project:conceptual/openmp>`
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* [Precision support](./compatibility/precision-support.rst)
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* {doc}`ROCm on Radeon GPUs<radeon:index>`
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:::
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:::{grid-item-card}
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:class-card: sd-text-black
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:img-top: ./data/banner-howto.jpg
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:img-alt: How-to documentation
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:padding: 2
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* [Using ROCm for AI](./how-to/rocm-for-ai/index.rst)
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* [Using ROCm for HPC](./how-to/rocm-for-hpc/index.rst)
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* [Fine-tuning LLMs and inference optimization](./how-to/llm-fine-tuning-optimization/index.rst)
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* [System optimization](./how-to/system-optimization/index.rst)
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* [AMD Instinct MI300X](./how-to/system-optimization/mi300x.rst)
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* [AMD Instinct MI300A](./how-to/system-optimization/mi300a.rst)
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* [AMD Instinct MI200](./how-to/system-optimization/mi200.md)
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* [AMD Instinct MI100](./how-to/system-optimization/mi100.md)
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* [AMD Instinct RDNA2](./how-to/system-optimization/w6000-v620.md)
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* [AMD Instinct MI300X tuning guides](./how-to/tuning-guides/mi300x/index.rst)
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* [System tuning](./how-to/tuning-guides/mi300x/system.rst)
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* [Workload tuning](./how-to/tuning-guides/mi300x/workload.rst)
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* [System debugging](./how-to/system-debugging.md)
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* [GPU-enabled MPI](./how-to/gpu-enabled-mpi.rst)
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* [Using advanced compiler features](./conceptual/compiler-topics.md)
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* [Setting the number of CUs](./how-to/setting-cus)
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* [GitHub examples](https://github.com/amd/rocm-examples)
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:::
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:::{grid-item-card}
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:class-card: sd-text-black
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:img-top: ./data/banner-conceptual.jpg
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:img-alt: Conceptual documentation
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:padding: 2
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* [GPU architecture](./conceptual/gpu-arch.md)
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* [GPU memory](./conceptual/gpu-memory.md)
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* [File structure (Linux FHS)](./conceptual/file-reorg.md)
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* [GPU isolation techniques](./conceptual/gpu-isolation.md)
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* [Using CMake](./conceptual/cmake-packages.rst)
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* [ROCm & PCIe atomics](./conceptual/More-about-how-ROCm-uses-PCIe-Atomics.rst)
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* [Inception v3 with PyTorch](./conceptual/ai-pytorch-inception.md)
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* [Inference optimization with MIGraphX](./conceptual/ai-migraphx-optimization.md)
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:::
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<!-- markdownlint-disable MD051 -->
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:::{grid-item-card}
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:class-card: sd-text-black
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:img-top: ./data/banner-reference.jpg
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:img-alt: Reference documentation
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:padding: 2
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* [Libraries](./reference/api-libraries.md)
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* [Artificial intelligence](#artificial-intelligence-apis)
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* [C++ primitives](#cpp-primitives)
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* [Communication](#communication-libraries)
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* [Math](#math-apis)
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* [Random number generators](#random-number-apis)
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* [HIP runtime](#hip-runtime)
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* [ROCm tools and compilers](./reference/rocm-tools.md)
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* [GPU hardware specifications](./reference/gpu-arch-specs.rst)
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:::
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<!-- markdownlint-enable MD051 -->
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::::
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