mirror of
https://github.com/ROCm/ROCm.git
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What is updates (#2923)
This commit is contained in:
Lisa
@@ -17,14 +17,11 @@ following section.
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## ROCm component licenses
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ROCm™ is released by Advanced Micro Devices, Inc. and is licensed per component separately.
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ROCm is released by Advanced Micro Devices, Inc. and is licensed per component separately.
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The following table is a list of ROCm components with links to their respective license
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terms. These components may include third party components subject to
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additional licenses. Please review individual repositories for more information.
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The table shows ROCm components, the name of license, and link to the license terms.
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The table is ordered to follow the ROCm manifest file.
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<!-- spellcheck-disable -->
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| Component | License |
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|:---------------------|:-------------------------|
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@@ -10,13 +10,15 @@
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Welcome to the ROCm docs home page! If you're new to ROCm, you can review the following
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resources to learn more about our products and what we support:
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* [What is ROCm?](./what-is-rocm.md)
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* [What is ROCm?](./what-is-rocm.rst)
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* [Release notes](./about/release-notes.md)
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You can install ROCm on our Radeon™, Radeon™ PRO, and Instinct™ GPUs. If you're using Radeon
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GPUs, we recommend reading the
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{doc}`Radeon-specific ROCm documentation<radeon:index>`.
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For hands-on applications, refer to our [ROCm blogs](https://rocm.blogs.amd.com/) site.
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Our documentation is organized into the following categories:
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::::{grid} 1 2 2 2
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@@ -21,6 +21,7 @@
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* {doc}`MIGraphX <amdmigraphx:index>`
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* {doc}`MIOpen <miopen:index>`
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* {doc}`MIVisionX <mivisionx:doxygen/html/index>`
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* [ROCm Performance Primitives (RPP)](https://rocm.docs.amd.com/projects/rpp/en/latest/)
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:::
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:::{grid-item-card}
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@@ -60,14 +61,17 @@
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:img-alt: Math APIs
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:padding: 2
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* [half](https://github.com/ROCm/half)
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* {doc}`hipBLAS <hipblas:index>` / {doc}`rocBLAS <rocblas:index>`
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* {doc}`hipBLASLt <hipblaslt:index>`
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* {doc}`hipFFT <hipfft:index>` / {doc}`rocFFT <rocfft:index>`
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* [hipfort](https://rocm.docs.amd.com/projects/hipfort/en/latest/)
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* {doc}`hipSOLVER <hipsolver:index>` / {doc}`rocSOLVER <rocsolver:index>`
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* {doc}`hipSPARSE <hipsparse:index>` / {doc}`rocSPARSE <rocsparse:index>`
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* {doc}`hipSPARSELt <hipsparselt:index>`
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* {doc}`rocALUTION <rocalution:index>`
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* {doc}`rocWMMA <rocwmma:index>`
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* [Tensile](https://github.com/ROCm/Tensile)
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:::
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:::{grid-item-card}
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@@ -19,8 +19,8 @@
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* {doc}`ROCdbgapi <rocdbgapi:index>`
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* [ROCmCC](./rocmcc.md)
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* [ROCm Debug Agent](https://github.com/ROCm/rocr_debug_agent)
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* {doc}`ROCm debugger (ROCgdb) <rocgdb:index>`
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* {doc}`ROCTracer <roctracer:index>`
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:::
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:::{grid-item-card}
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@@ -29,6 +29,7 @@
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:img-alt: Performance tools
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:padding: 2
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* [RocBandwidthTest](https://github.com/ROCm/rocm_bandwidth_test)
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* {doc}`ROCProfiler <rocprofiler:profiler_home_page>`
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* {doc}`ROCTracer <roctracer:index>`
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:::
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@@ -41,6 +42,7 @@
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* {doc}`AMD SMI <amdsmi:index>`
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* {doc}`ROCm Data Center Tool <rdc:index>`
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* [ROCm Info](https://github.com/ROCm/rocminfo)
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* {doc}`ROCm SMI <rocm_smi_lib:index>`
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* {doc}`ROCm Validation Suite <rocmvalidationsuite:index>`
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* {doc}`TransferBench <transferbench:index>`
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@@ -6,7 +6,7 @@ defaults:
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root: index
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subtrees:
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- entries:
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- file: what-is-rocm.md
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- file: what-is-rocm.rst
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- file: about/release-notes.md
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title: Release notes
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subtrees:
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@@ -1,94 +0,0 @@
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<head>
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<meta charset="UTF-8">
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<meta name="description" content="What is ROCm">
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<meta name="keywords" content="documentation, projects, introduction, ROCm, AMD">
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</head>
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# What is ROCm?
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ROCm is an open-source stack, composed primarily of open-source software, designed for
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graphics processing unit (GPU) computation. ROCm consists of a collection of drivers, development
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tools, and APIs that enable GPU programming from low-level kernel to end-user applications.
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With ROCm, you can customize your GPU software to meet your specific needs. You can develop,
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collaborate, test, and deploy your applications in a free, open source, integrated, and secure software
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ecosystem. ROCm is particularly well-suited to GPU-accelerated high-performance computing (HPC),
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artificial intelligence (AI), scientific computing, and computer aided design (CAD).
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ROCm is powered by AMD’s
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[Heterogeneous-computing Interface for Portability (HIP)](https://rocm.docs.amd.com/projects/HIP/en/latest/index.html),
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an open-source software C++ GPU programming environment and its corresponding runtime. HIP
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allows ROCm developers to create portable applications on different platforms by deploying code on a
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range of platforms, from dedicated gaming GPUs to exascale HPC clusters.
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ROCm supports programming models, such as OpenMP and OpenCL, and includes all necessary open
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source software compilers, debuggers, and libraries. ROCm is fully integrated into machine learning
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(ML) frameworks, such as PyTorch and TensorFlow.
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```{tip}
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If you're using Radeon GPUs, refer to the
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{doc}`Radeon-specific ROCm documentation<radeon:index>`
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```
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## ROCm projects
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ROCm consists of the following drivers, development tools, and APIs.
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| Project | Description |
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| :---------------- | :------------ |
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| [AMD Compute Language Runtimes (CLR)](https://github.com/ROCm/clr) | Contains source code for AMD's compute languages runtimes: {doc}`HIP <hip:index>` and OpenCL |
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| {doc}`AMD SMI <amdsmi:index>` | A C library for Linux that provides a user space interface for applications to monitor and control AMD devices |
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| [AOMP](https://github.com/ROCm/aomp/) | A scripted build of [LLVM](https://github.com/ROCm/llvm-project) and supporting software |
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| [Asynchronous Task and Memory Interface (ATMI)](https://github.com/ROCm/atmi/) | A runtime framework for efficient task management in heterogeneous CPU-GPU systems |
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| {doc}`Composable Kernel <composable_kernel:index>` | A library that aims to provide a programming model for writing performance critical kernels for machine learning workloads across multiple architectures |
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| [Flang](https://github.com/ROCm/flang/) | An out-of-tree Fortran compiler targeting LLVM |
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| [Half-precision floating point library (half)](https://github.com/ROCm/half/) | A C++ header-only library that provides an IEEE 754 conformant, 16-bit half-precision floating-point type along with corresponding arithmetic operators, type conversions, and common mathematical functions |
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| {doc}`HIP <hip:index>` | AMD’s GPU programming language extension and the GPU runtime |
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| {doc}`hipBLAS <hipblas:index>` | A BLAS-marshaling library that supports [rocBLAS](https://rocm.docs.amd.com/projects/rocBLAS/en/latest/) and cuBLAS backends |
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| {doc}`hipBLASLt <hipblaslt:index>` | A library that provides general matrix-matrix operations with a flexible API and extends functionalities beyond traditional BLAS library |
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| [hipCC](https://github.com/ROCm/HIPCC) | A compiler driver utility that calls Clang or NVCC and passes the appropriate include and library options for the target compiler and HIP infrastructure |
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| {doc}`hipCUB <hipcub:index>` | A thin header-only wrapper library on top of [rocPRIM](https://rocm.docs.amd.com/projects/rocPRIM/en/latest/) or CUB that allows project porting using the CUB library to the HIP layer |
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| {doc}`hipFFT <hipfft:index>` | A fast Fourier transforms (FFT)-marshalling library that supports rocFFT or cuFFT backends |
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| {doc}`hipfort <hipfort:index>` | A Fortran interface library for accessing GPU Kernels |
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| {doc}`HIPIFY <hipify:index>` | A set of tools for translating CUDA source code into portable HIP C++ |
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| {doc}`hipRAND <hiprand:index>` | A wrapper library to easily port CUDA applications that use the cuRAND library into the HIP layer |
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| {doc}`hipSOLVER <hipsolver:index>` | An LAPACK-marshalling library that supports [rocSOLVER](https://rocm.docs.amd.com/projects/rocSOLVER/en/latest/) and cuSOLVER backends |
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| {doc}`hipSPARSE <hipsparse:index>` | A SPARSE-marshalling library that supports [rocSPARSE](https://rocm.docs.amd.com/projects/rocSPARSE/en/latest/) and cuSPARSE backends |
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| {doc}`hipSPARSELt <hipsparselt:index>` | A SPARSE-marshalling library with multiple supported backends |
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| {doc}`hipTensor <hiptensor:index>` | AMD's C++ library for accelerating tensor primitives based on the composable kernel library |
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| [LLVM](https://github.com/ROCm/llvm-project) | A toolkit for the construction of highly optimized compilers, optimizers, and run-time environments |
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| {doc}`MIGraphX <amdmigraphx:index>` | A graph inference engine that accelerates machine learning model inference |
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| {doc}`MIOpen <miopen:index>` | An open source deep-learning library |
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| [MIOpenGEMM](https://github.com/ROCm/MIOpenGEMM) | An OpenCL general matrix multiplication (GEMM) API and kernel generator |
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| {doc}`MIVisionX <mivisionx:doxygen/html/index>` | A set of comprehensive computer vision and machine learning libraries, utilities, and applications |
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| [Radeon Compute Profiler (RCP)](https://github.com/GPUOpen-Tools/radeon_compute_profiler/) | A performance analysis tool that gathers data from the API run-time and GPU for OpenCL and ROCm/HSA applications |
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| {doc}`RCCL <rccl:index>` | A standalone library that provides multi-GPU and multi-node collective communication primitives |
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| {doc}`rocAL <rocal:index>` | An augmentation library designed to decode and process images and videos |
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| {doc}`rocALUTION <rocalution:index>` | A sparse linear algebra library for exploring fine-grained parallelism on ROCm runtime and toolchains |
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| [RocBandwidthTest](https://github.com/ROCm/rocm_bandwidth_test/) | Captures the performance characteristics of buffer copying and kernel read/write operations |
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| {doc}`rocBLAS <rocblas:index>` | A BLAS implementation (in the HIP programming language) on the ROCm runtime and toolchains |
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| {doc}`rocDecode <rocdecode:index>` | A high performance video decode SDK for AMD GPUs |
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| {doc}`rocFFT <rocfft:index>` | A software library for computing fast Fourier transforms (FFTs) written in HIP |
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| [ROCK-Kernel-Driver](https://github.com/ROCm/ROCK-Kernel-Driver/) | An AMDGPU Driver with KFD that is used by ROCm |
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| [ROCmCC](./reference/rocmcc.md) | A Clang/LLVM-based compiler |
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| [ROCm cmake](https://github.com/ROCm/rocm-cmake) | A collection of CMake modules for common build and development tasks |
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| {doc}`ROCm Data Center Tool <rdc:index>` | Simplifies administration and addresses key infrastructure challenges in AMD GPUs in cluster and data-center environments |
|
||||
| [ROCm Debug Agent Library (ROCdebug-agent)](https://github.com/ROCm/rocr_debug_agent/) | A library that can print the state of all AMD GPU wavefronts that caused a queue error by sending a SIGQUIT signal to the process while the program is running |
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| {doc}`ROCm debugger (ROCgdb) <rocgdb:index>` | A source-level debugger for Linux, based on the GNU Debugger (GDB) |
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| {doc}`ROCdbgapi <rocdbgapi:index>` | The ROCm debugger API library |
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| [rocminfo](https://github.com/ROCm/rocminfo/) | Reports system information |
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| {doc}`ROCm Performance Primitives Library <rpp:index>` | A comprehensive high-performance computer vision library for AMD processors with HIP/OpenCL/CPU back-ends |
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| {doc}`ROCm SMI <rocm_smi_lib:index>` | A C library for Linux that provides a user space interface for applications to monitor and control GPU applications |
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| {doc}`ROCm Validation Suite <rocmvalidationsuite:index>` | A tool for detecting and troubleshooting common problems affecting AMD GPUs running in a high-performance computing environment |
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| {doc}`rocPRIM <rocprim:index>` | A header-only library for HIP parallel primitives |
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| {doc}`ROCProfiler <rocprofiler:profiler_home_page>` | A profiling tool for HIP applications |
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| {doc}`rocRAND <rocrand:index>` | Provides functions that generate pseudorandom and quasirandom numbers |
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| [ROCR-Runtime](https://github.com/ROCm/ROCR-Runtime/) | User-mode API interfaces and libraries necessary for host applications to launch compute kernels on available HSA ROCm kernel agents |
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| {doc}`rocSOLVER <rocsolver:index>` | An implementation of LAPACK routines on ROCm software, implemented in the HIP programming language and optimized for AMD’s latest discrete GPUs |
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| {doc}`rocSPARSE <rocsparse:index>` | Exposes a common interface that provides BLAS for sparse computation implemented on ROCm runtime and toolchains (in the HIP programming language) |
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| {doc}`rocThrust <rocthrust:index>` | A parallel algorithm library |
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| [ROCT-Thunk-Interface](https://github.com/ROCm/ROCT-Thunk-Interface/) | User-mode API interfaces used to interact with the ROCk driver |
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| {doc}`ROCTracer <roctracer:index>` | Intercepts runtime API calls and traces asynchronous activity |
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| {doc}`rocWMMA <rocwmma:index>` | A C++ library for accelerating mixed-precision matrix multiply-accumulate (MMA) operations |
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| [Tensile](https://github.com/ROCm/Tensile) | A tool for creating benchmark-driven backend libraries for GEMMs, GEMM-like problems, and general N-dimensional tensor contractions |
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| {doc}`TransferBench <transferbench:index>` | A utility to benchmark simultaneous transfers between user-specified devices (CPUs/GPUs) |
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82
docs/what-is-rocm.rst
Normal file
82
docs/what-is-rocm.rst
Normal file
@@ -0,0 +1,82 @@
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.. meta::
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:description: What is ROCm
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:keywords: ROCm projects, introduction, ROCm, AMD, runtimes, compilers, tools, libraries, API
|
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|
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***********************************************************
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What is ROCm?
|
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***********************************************************
|
||||
|
||||
ROCm is an open-source stack, composed primarily of open-source software, designed for
|
||||
graphics processing unit (GPU) computation. ROCm consists of a collection of drivers, development
|
||||
tools, and APIs that enable GPU programming from low-level kernel to end-user applications.
|
||||
|
||||
ROCm is powered by
|
||||
`Heterogeneous-computing Interface for Portability (HIP) <https://rocm.docs.amd.com/projects/HIP/en/latest/index.html>`_;
|
||||
it supports programming models, such as OpenMP and OpenCL, and includes all necessary open
|
||||
source software compilers, debuggers, and libraries. It's fully integrated into machine learning (ML)
|
||||
frameworks, such as PyTorch and TensorFlow.
|
||||
|
||||
.. tip::
|
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If you're using Radeon GPUs, refer to the
|
||||
:doc:`Radeon-specific ROCm documentation <radeon:index>`.
|
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|
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ROCm project list
|
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===============================================
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ROCm consists of the following projects. For information on the license associated with each project,
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see :doc:`ROCm licensing <./about/license>`.
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.. csv-table::
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:header: "Project", "Type", "Description"
|
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|
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"`AMD Compute Language Runtimes (CLR) <https://github.com/ROCm/clr>`_", "Runtime", "Contains source code for AMD's compute languages runtimes: :doc:`HIP <hip:index>` and OpenCL"
|
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":doc:`AMD SMI <amdsmi:index>`", "Tool", "C library for Linux that provides a user space interface for applications to monitor and control AMD devices"
|
||||
"`AOMP <https://github.com/ROCm/aomp/>`_", "Compiler", "Scripted build of `LLVM <https://github.com/ROCm/llvm-project>`_ and supporting software"
|
||||
":doc:`Composable Kernel <composable_kernel:index>`", "Library (AI/ML)", "Provides a programming model for writing performance critical kernels for machine learning workloads across multiple architectures"
|
||||
"`FLANG <https://github.com/ROCm/flang/>`_", "Compiler", "An out-of-tree Fortran compiler targeting LLVM"
|
||||
"`half <https://github.com/ROCm/half/>`_", "Library (math)", "C++ header-only library that provides an IEEE 754 conformant, 16-bit half-precision floating-point type, along with corresponding arithmetic operators, type conversions, and common mathematical functions"
|
||||
":doc:`HIP <hip:index>`", "Runtime", AMD's GPU programming language extension and the GPU runtime"
|
||||
":doc:`hipBLAS <hipblas:index>`", "Library (math)", "BLAS-marshaling library that supports `rocBLAS <https://rocm.docs.amd.com/projects/rocBLAS/en/latest/>`_ and cuBLAS backends"
|
||||
":doc:`hipBLASLt <hipblaslt:index>`", "Library (math)", "Provides general matrix-matrix operations with a flexible API and extends functionalities beyond traditional BLAS library"
|
||||
"`hipCC <https://github.com/ROCm/HIPCC>`_ ", "Compiler", "Compiler driver utility that calls Clang or NVCC and passes the appropriate include and library options for the target compiler and HIP infrastructure"
|
||||
":doc:`hipCUB <hipcub:index>`", "Library (C++ primitive)", "Thin header-only wrapper library on top of `rocPRIM <https://rocm.docs.amd.com/projects/rocPRIM/en/latest/>`_ or CUB that allows project porting using the CUB library to the HIP layer"
|
||||
":doc:`hipFFT <hipfft:index>`", "Library (math)", "Fast Fourier transforms (FFT)-marshalling library that supports rocFFT or cuFFT backends"
|
||||
":doc:`hipfort <hipfort:index>`", "Library (math)", "Fortran interface library for accessing GPU Kernels"
|
||||
":doc:`HIPIFY <hipify:index>`", "Compiler", "Translates CUDA source code into portable HIP C++"
|
||||
":doc:`hipRAND <hiprand:index>`", "Library (math)", "Ports CUDA applications that use the cuRAND library into the HIP layer"
|
||||
":doc:`hipSOLVER <hipsolver:index>`", "Library (math)", "An LAPACK-marshalling library that supports `rocSOLVER <https://rocm.docs.amd.com/projects/rocSOLVER/en/latest/>`_ and cuSOLVER backends"
|
||||
":doc:`hipSPARSE <hipsparse:index>`", "Library (math)", "SPARSE-marshalling library that supports `rocSPARSE <https://rocm.docs.amd.com/projects/rocSPARSE/en/latest/>`_ and cuSPARSE backends"
|
||||
":doc:`hipSPARSELt <hipsparselt:index>`", "Library (math)", "SPARSE-marshalling library with multiple supported backends"
|
||||
":doc:`hipTensor <hiptensor:index>`", "Library (C++ primitive)", "AMD's C++ library for accelerating tensor primitives based on the composable kernel library"
|
||||
"`LLVM (amdclang) <https://github.com/ROCm/llvm-project>`_ ", "Compiler", "Toolkit for the construction of highly optimized compilers, optimizers, and run-time environments"
|
||||
":doc:`MIGraphX <amdmigraphx:index>`", "Library (AI/ML)", "Graph inference engine that accelerates machine learning model inference"
|
||||
":doc:`MIOpen <miopen:index>`", "Library (AI/ML)", "An open source deep-learning library"
|
||||
":doc:`MIVisionX <mivisionx:doxygen/html/index>`", "Library (AI/ML)", "Set of comprehensive computer vision and machine learning libraries, utilities, and applications"
|
||||
"`Radeon Compute Profiler (RCP) <https://github.com/GPUOpen-Tools/radeon_compute_profiler/>`_ ", "Tool", "Performance analysis tool that gathers data from the API run-time and GPU for OpenCL and ROCm/HSA applications"
|
||||
":doc:`RCCL <rccl:index>`", "Library (communication)", "Standalone library that provides multi-GPU and multi-node collective communication primitives"
|
||||
":doc:`rocAL <rocal:index>`", "Library (AI/ML)", "An augmentation library designed to decode and process images and videos"
|
||||
":doc:`rocALUTION <rocalution:index>`", "Library (math)", "Sparse linear algebra library for exploring fine-grained parallelism on ROCm runtime and toolchains"
|
||||
"`RocBandwidthTest <https://github.com/ROCm/rocm_bandwidth_test/>`_ ", "Tool", "Captures the performance characteristics of buffer copying and kernel read/write operations"
|
||||
":doc:`rocBLAS <rocblas:index>`", "Library (math)", "BLAS implementation (in the HIP programming language) on the ROCm runtime and toolchains"
|
||||
":doc:`rocFFT <rocfft:index>`", "Library (math)", "Software library for computing fast Fourier transforms (FFTs) written in HIP"
|
||||
"`ROCmCC <./reference/rocmcc.md>`_ ", "Tool", "Clang/LLVM-based compiler"
|
||||
"`ROCm CMake <https://github.com/ROCm/rocm-cmake>`_ ", "Tool", "Collection of CMake modules for common build and development tasks"
|
||||
":doc:`ROCm Data Center Tool <rdc:index>`", "Tool", "Simplifies administration and addresses key infrastructure challenges in AMD GPUs in cluster and data-center environments"
|
||||
"`ROCm Debug Agent (ROCdebug-agent) <https://github.com/ROCm/rocr_debug_agent/>`_ ", "Tool", "Prints the state of all AMD GPU wavefronts that caused a queue error by sending a SIGQUIT signal to the process while the program is running"
|
||||
":doc:`ROCm debugger (ROCgdb) <rocgdb:index>`", "Tool", "Source-level debugger for Linux, based on the GNU Debugger (GDB)"
|
||||
":doc:`ROCdbgapi <rocdbgapi:index>`", "Tool", "ROCm debugger API library"
|
||||
"`rocminfo <https://github.com/ROCm/rocminfo/>`_ ", "Tool", "Reports system information"
|
||||
":doc:`ROCm Performance Primitives (RPP) <rpp:index>`", "Library (AI/ML)", "Comprehensive high-performance computer vision library for AMD processors with HIP/OpenCL/CPU back-ends"
|
||||
":doc:`ROCm SMI <rocm_smi_lib:index>`", "Tool", "C library for Linux that provides a user space interface for applications to monitor and control GPU applications"
|
||||
":doc:`ROCm Validation Suite <rocmvalidationsuite:index>`", "Tool", "Detects and troubleshoots common problems affecting AMD GPUs running in a high-performance computing environment"
|
||||
":doc:`rocPRIM <rocprim:index>`", "Library (C++ primitive)", "Header-only library for HIP parallel primitives"
|
||||
":doc:`ROCProfiler <rocprofiler:profiler_home_page>`", "Tool", "Profiling tool for HIP applications"
|
||||
":doc:`rocRAND <rocrand:index>`", "Library (math)", "Provides functions that generate pseudorandom and quasirandom numbers"
|
||||
"`ROCR-Runtime <https://github.com/ROCm/ROCR-Runtime/>`_ ", "Runtime", "User-mode API interfaces and libraries necessary for host applications to launch compute kernels on available HSA ROCm kernel agents"
|
||||
":doc:`rocSOLVER <rocsolver:index>`", "Library (math)", "An implementation of LAPACK routines on ROCm software, implemented in the HIP programming language and optimized for AMD's latest discrete GPUs"
|
||||
":doc:`rocSPARSE <rocsparse:index>`", "Library (math)", "Exposes a common interface that provides BLAS for sparse computation implemented on ROCm runtime and toolchains (in the HIP programming language)"
|
||||
":doc:`rocThrust <rocthrust:index>`", "Library (C++ primitive)", "Parallel algorithm library"
|
||||
":doc:`ROCTracer <roctracer:index>`", "Tool", "Intercepts runtime API calls and traces asynchronous activity"
|
||||
":doc:`rocWMMA <rocwmma:index>`", "Library (math)", "C++ library for accelerating mixed-precision matrix multiply-accumulate (MMA) operations"
|
||||
"`Tensile <https://github.com/ROCm/Tensile>`_ ", "Library (math)", "Creates benchmark-driven backend libraries for GEMMs, GEMM-like problems, and general N-dimensional tensor contractions"
|
||||
":doc:`TransferBench <transferbench:index>`", "Tool", "Utility to benchmark simultaneous transfers between user-specified devices (CPUs/GPUs)"
|
||||
Reference in New Issue
Block a user