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81 lines
3.3 KiB
Markdown
81 lines
3.3 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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:gutter: 3
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:class-container: rocm-doc-grid
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:::{grid-item-card} Compatibility
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:class-body: rocm-card-banner rocm-hue-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 and kernel-space support matrix<rocm-install-on-linux:reference/user-kernel-space-compat-matrix>`
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* {doc}`Docker image support matrix<rocm-install-on-linux:reference/docker-image-support-matrix>`
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* {doc}`Use ROCm on Radeon GPUs<radeon:index>`
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:::
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:::{grid-item-card} How to
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:class-body: rocm-card-banner rocm-hue-12
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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 tuning guides](./how-to/tuning-guides/mi300x/index.rst)
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* [System debugging](./how-to/system-debugging.md)
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* [Using 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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* [ROCm examples](https://github.com/amd/rocm-examples)
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:::
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:::{grid-item-card} Conceptual
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:class-body: rocm-card-banner rocm-hue-8
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* [GPU architecture overview](./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} Reference
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:class-body: rocm-card-banner rocm-hue-6
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* [ROCm libraries](./reference/api-libraries.md)
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* [ROCm tools, compilers, and runtimes](./reference/rocm-tools.md)
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* [Accelerator and GPU hardware specifications](./reference/gpu-arch-specs.rst)
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* [Precision support](./reference/precision-support.rst)
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:::
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<!-- markdownlint-enable MD051 -->
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::::
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