diff --git a/RELEASE.md b/RELEASE.md index 992b18f67..020e14b18 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -10,7 +10,7 @@ -# ROCm 6.3.1 release notes +# ROCm 6.3.2 release notes The release notes provide a summary of notable changes since the previous ROCm release. @@ -35,57 +35,42 @@ documentation to verify compatibility and system requirements. ``` ## Release highlights -The following are notable new features and improvements in ROCm 6.3.1. For changes to individual components, see +The following are notable new features and improvements in ROCm 6.3.2. For changes to individual components, see [Detailed component changes](#detailed-component-changes). -### Per queue resiliency for Instinct MI300 accelerators +### ROCm Offline Installer Creator updates +The ROCm Offline Installer Creator 6.3.2 introduces new feature [add-content]. For more information, see the [ROCm Offline Installer Creator](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.3.1/install/rocm-offline-installer.html) documentation. + +### ROCm Runfile Installer updates +The ROCm Runfile Installer 6.3.2 introduces new feature [add-content]. For more information, see the [ROCm Runfile Installer](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.3.1/install/rocm-runfile-installer.html) documentation. -The AMDGPU driver now includes enhanced resiliency for misbehaving applications on AMD Instinct MI300 accelerators. This helps isolate the impact of misbehaving applications, ensuring other workloads running on the same accelerator are unaffected. - -### ROCm Runfile Installer - -ROCm 6.3.1 introduces the ROCm Runfile Installer, with initial support for Ubuntu 22.04. The ROCm Runfile Installer facilitates ROCm installation without using a native Linux package management system, with or without network or internet access. For more information, see the [ROCm Runfile Installer documentation](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.3.1/install/rocm-runfile-installer.html). ### ROCm documentation updates ROCm documentation continues to be updated to provide clearer and more comprehensive guidance for a wider variety of user needs and use cases. -* Added documentation on training a model with ROCm Megatron-LM. AMD offers a Docker image for MI300X accelerators - containing essential components to get started, including ROCm libraries, PyTorch, and Megatron-LM utilities. See - [Training a model using ROCm Megatron-LM](https://rocm.docs.amd.com/en/docs-6.3.1/how-to/rocm-for-ai/train-a-model.html) - to get started. +* Documentation about ROCm compatibility with deep learning frameworks has been added. These topics outline ROCm-enabled features for each deep learning framework, key ROCm libraries that can influence the capabilities, docker image tags validated, and features supported across the available ROCm and framework versions. For more information, see: - The new ROCm Megatron-LM training Docker accompanies the [ROCm vLLM inference - Docker](https://rocm.docs.amd.com/en/docs-6.3.1/how-to/performance-validation/mi300x/vllm-benchmark.html) - as a set of ready-to-use containerized solutions to get started with using ROCm - for AI. + * [PyTorch compatibility](https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/pytorch-compatibility.html) -* Updated the [Instinct MI300X workload tuning - guide](https://rocm.docs.amd.com/en/docs-6.3.1/how-to/tuning-guides/mi300x/workload.html) with more current optimization - strategies. The updated sections include guidance on vLLM optimization, PyTorch TunableOp, and hipBLASLt tuning. + * [JAX compatibility](https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/jax-compatibility.html) -* HIP graph-safe libraries operate safely in HIP execution graphs. [HIP graphs](https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.1/how-to/hip_runtime_api/hipgraph.html#how-to-hip-graph) are an alternative way of executing tasks on a GPU that can provide performance benefits over launching kernels using the standard method via streams. A topic that shows whether a [ROCm library is graph-safe](https://rocm.docs.amd.com/en/docs-6.3.1/reference/graph-safe-support.html) has been added. + * [TensorFlow compatibility](https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/tensorflow-compatibility.html) -* The [Device memory](https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.1/how-to/hip_runtime_api/memory_management/device_memory.html) topic in the HIP memory management section has been updated. - -* The HIP documentation has expanded with new resources for developers: - * [Multi device management](https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.1/how-to/hip_runtime_api/multi_device.html) - * [OpenGL interoperability](https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.1/how-to/hip_runtime_api/opengl_interop.html) +* The [HIP C++ language extensions](https://rocm.docs.amd.com/projects/HIP/en/latest/how-to/hip_cpp_language_extensions.html) and [Kernel language C++ support](https://rocm.docs.amd.com/projects/HIP/en/latest/how-to/kernel_language_cpp_support.html) topics have been reorganized to make them easier to find and review. The topics have also been enhanced with new content. ## Operating system and hardware support changes -ROCm 6.3.1 adds support for Debian 12 (kernel: 6.1). Debian is supported only on AMD Instinct accelerators. See the installation instructions at [Debian native installation](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.3.1/install/native-install/debian.html). - -ROCm 6.3.1 enables support for AMD Instinct MI325X accelerator. For more information, see [AMD Instinctâ„¢ MI325X Accelerators](https://www.amd.com/en/products/accelerators/instinct/mi300/mi325x.html). +Operating system and hardware support remains unchanged in this release. See the [Compatibility -matrix](https://rocm.docs.amd.com/en/docs-6.3.1/compatibility/compatibility-matrix.html) +matrix](https://rocm-stg.amd.com/en/latest/compatibility/compatibility-matrix.html) for more information about operating system and hardware compatibility. ## ROCm components -The following table lists the versions of ROCm components for ROCm 6.3.1, including any version -changes from 6.3.0 to 6.3.1. Click the component's updated version to go to a list of its changes. +The following table lists the versions of ROCm components for ROCm 6.3.2, including any version +changes from 6.3.1 to 6.3.2. Click the component's updated version to go to a list of its changes. Click {fab}`github` to go to the component's source code on GitHub.