# AMD ROCm™ documentation Welcome to the ROCm docs home page! If you're new to ROCm, you can review the following resources to learn more about our products and what we support: * [What is ROCm?](./what-is-rocm.rst) * [Release notes](./about/release-notes.md) You can install ROCm on our Radeon™, Radeon™ PRO, and Instinct™ GPUs. If you're using Radeon GPUs, we recommend reading the {doc}`Radeon-specific ROCm documentation`. For hands-on applications, refer to our [ROCm blogs](https://rocm.blogs.amd.com/) site. Our documentation is organized into the following categories: ::::{grid} 1 2 2 2 :class-container: rocm-doc-grid :::{grid-item-card} :class-card: sd-text-black :img-top: ./data/banner-installation.jpg :img-alt: Install documentation :padding: 2 * Linux * {doc}`Quick start guide` * {doc}`Linux install guide` * {doc}`Package manager integration` * {doc}`Install Docker containers` * {doc}`ROCm & Spack` * Windows * {doc}`Windows install guide` * {doc}`Application deployment guidelines` * [Deep learning frameworks](./how-to/deep-learning-rocm.rst) * {doc}`PyTorch for ROCm` * {doc}`TensorFlow for ROCm` * {doc}`JAX for ROCm` * {doc}`MAGMA for ROCm` ::: :::{grid-item-card} :class-card: sd-text-black :img-top: ./data/banner-compatibility.jpg :img-alt: Compatibility information :padding: 2 * [Compatibility matrix](./compatibility/compatibility-matrix.rst) * {doc}`System requirements (Linux)` * {doc}`System requirements (Windows)` * {doc}`Third-party support` * {doc}`User/kernel space` * {doc}`Docker` * [OpenMP](./about/compatibility/openmp.md) * [Precision support](./compatibility/precision-support.rst) * {doc}`ROCm on Radeon GPUs` ::: :::{grid-item-card} :class-card: sd-text-black :img-top: ./data/banner-reference.jpg :img-alt: Reference documentation :padding: 2 * [API libraries](./reference/api-libraries.md) * [Artificial intelligence](#artificial-intelligence-apis) * [C++ primitives](#cpp-primitives) * [Communication](#communication-libraries) * [Math](#math-apis) * [Random number generators](#random-number-apis) * [HIP runtime](#hip-runtime) * [Tools](./reference/rocm-tools.md) * [Development](#development-tools) * [Performance analysis](#performance-analysis) * [System](#system-tools) * [Hardware specifications](./reference/gpu-arch-specs.rst) ::: :::{grid-item-card} :class-card: sd-text-black :img-top: ./data/banner-howto.jpg :img-alt: How-to documentation :padding: 2 * [Using ROCm for AI](./how-to/rocm-for-ai/index.rst) * [Fine-tuning LLMs and inference optimization](./how-to/llm-fine-tuning-optimization/index.rst) * [Using ROCm for HPC](./how-to/rocm-for-hpc/index.rst) * [System tuning for various architectures](./how-to/tuning-guides.md) * [MI100](./how-to/tuning-guides/mi100.md) * [MI200](./how-to/tuning-guides/mi200.md) * [RDNA2](./how-to/tuning-guides/w6000-v620.md) * [GPU-enabled MPI](./how-to/gpu-enabled-mpi.rst) * [Using compiler features](./conceptual/compiler-topics.md) * [Using AddressSanitizer](./conceptual/using-gpu-sanitizer.md) * [Compiler disambiguation](./conceptual/compiler-disambiguation.md) * [OpenMP support in ROCm](./about/compatibility/openmp.md) * [Setting the number of CUs](./how-to/setting-cus) * [System level debugging](./how-to/system-debugging.md) * [GitHub examples](https://github.com/amd/rocm-examples) ::: :::{grid-item-card} :class-card: sd-text-black :img-top: ./data/banner-conceptual.jpg :img-alt: Conceptual documentation :padding: 2 * [GPU architecture](./conceptual/gpu-arch.md) * [MI100](./conceptual/gpu-arch/mi100.md) * [MI250](./conceptual/gpu-arch/mi250.md) * [MI300](./conceptual/gpu-arch/mi300.md) * [GPU memory](./conceptual/gpu-memory.md) * [File structure (Linux FHS)](./conceptual/file-reorg.md) * [GPU isolation techniques](./conceptual/gpu-isolation.md) * [Using CMake](./conceptual/cmake-packages.rst) * [ROCm & PCIe atomics](./conceptual/More-about-how-ROCm-uses-PCIe-Atomics.rst) * [Inception v3 with PyTorch](./conceptual/ai-pytorch-inception.md) * [Inference optimization with MIGraphX](./conceptual/ai-migraphx-optimization.md) ::: ::::