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* Add llvm-project references * fix link format * Update docs/conceptual/compiler-topics.md Co-authored-by: Young Hui - AMD <145490163+yhuiYH@users.noreply.github.com> * update llvm-project links * one more llvm-project link --------- Co-authored-by: Young Hui - AMD <145490163+yhuiYH@users.noreply.github.com>
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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:
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<radeon:index>.
For hands-on applications, refer to our ROCm blogs site.
Our documentation is organized into the following categories:
::::{grid} 1 2 2 2 :class-container: rocm-doc-grid
:::{grid-item-card} :img-top: ./data/banner-installation.jpg :img-alt: Install documentation :padding: 2
- Linux
- {doc}
Quick start guide<rocm-install-on-linux:tutorial/quick-start> - {doc}
Linux install guide<rocm-install-on-linux:how-to/native-install/index> - {doc}
Package manager integration<rocm-install-on-linux:how-to/native-install/package-manager-integration> - {doc}
Install Docker containers<rocm-install-on-linux:how-to/docker> - {doc}
ROCm & Spack<rocm-install-on-linux:how-to/spack>
- {doc}
- Windows
- {doc}
Windows install guide<rocm-install-on-windows:how-to/install> - {doc}
Application deployment guidelines<rocm-install-on-windows:conceptual/deployment-guidelines>
- {doc}
- Deep learning frameworks
- {doc}
PyTorch for ROCm<rocm-install-on-linux:how-to/3rd-party/pytorch-install> - {doc}
TensorFlow for ROCm<rocm-install-on-linux:how-to/3rd-party/tensorflow-install> - {doc}
JAX for ROCm<rocm-install-on-linux:how-to/3rd-party/jax-install>:::
- {doc}
:::{grid-item-card} :img-top: ./data/banner-compatibility.jpg :img-alt: Compatibility information :padding: 2
- Compatibility matrix
- {doc}
System requirements (Linux)<rocm-install-on-linux:reference/system-requirements> - {doc}
System requirements (Windows)<rocm-install-on-windows:reference/system-requirements> - {doc}
Third-party support<rocm-install-on-linux:reference/3rd-party-support-matrix> - {doc}
User/kernel space<rocm-install-on-linux:reference/user-kernel-space-compat-matrix> - {doc}
Docker<rocm-install-on-linux:reference/docker-image-support-matrix> - OpenMP
- Precision support
- {doc}
ROCm on Radeon GPUs<radeon:index>:::
:::{grid-item-card} :img-top: ./data/banner-reference.jpg :img-alt: Reference documentation :padding: 2
:::{grid-item-card} :img-top: ./data/banner-howto.jpg :img-alt: How-to documentation :padding: 2
- Using ROCm for AI
- Using ROCm for HPC
- Fine-tuning LLMs and inference optimization
- System tuning for various architectures
- GPU-enabled MPI
- Using compiler features
- Setting the number of CUs
- System level debugging
- GitHub examples :::
:::{grid-item-card} :img-top: ./data/banner-conceptual.jpg :img-alt: Conceptual documentation :padding: 2
- GPU architecture
- GPU memory
- File structure (Linux FHS)
- GPU isolation techniques
- Using CMake
- ROCm & PCIe atomics
- Inception v3 with PyTorch
- Inference optimization with MIGraphX :::
::::