From bdcb82372bb226f6789d990040a608c6a87b6999 Mon Sep 17 00:00:00 2001 From: Jeffrey Novotny Date: Wed, 31 Jul 2024 13:29:49 -0400 Subject: [PATCH] MI300A system optimization guide internal draft (#117) * MI300A system optimization guide internal draft * Small changes to System BIOS paragraph * Some minor edits * Changes after external review feedback * Add CPU Affinity debug setting * Edit CPU Affinity debug setting * Changes from external discussion * Add glossary and other small fixes * Additional changes from the review * Update the IOMMU guidance * Change description of CPU affinity setting * Slight rewording * Change Debian to Red Hat-based * A few changes from the second internal review --- .../mi300a-rocm-bandwidth-test-output.png | Bin 0 -> 28507 bytes .../mi300a-rocm-peak-bandwidth-output.png | Bin 0 -> 55051 bytes .../tuning-guides/mi300a-rocm-smi-output.png | Bin 0 -> 29150 bytes .../mi300a-rocm-smi-showhw-output.png | Bin 0 -> 105157 bytes .../mi300a-rocm-smi-showtopo-output.png | Bin 0 -> 115652 bytes docs/how-to/system-optimization/index.rst | 6 + docs/how-to/system-optimization/mi300a.rst | 391 ++++++++++++++++++ docs/index.md | 1 + docs/sphinx/_toc.yml.in | 2 + 9 files changed, 400 insertions(+) create mode 100644 docs/data/how-to/tuning-guides/mi300a-rocm-bandwidth-test-output.png create mode 100644 docs/data/how-to/tuning-guides/mi300a-rocm-peak-bandwidth-output.png create mode 100644 docs/data/how-to/tuning-guides/mi300a-rocm-smi-output.png create mode 100644 docs/data/how-to/tuning-guides/mi300a-rocm-smi-showhw-output.png create mode 100644 docs/data/how-to/tuning-guides/mi300a-rocm-smi-showtopo-output.png create mode 100644 docs/how-to/system-optimization/mi300a.rst diff --git a/docs/data/how-to/tuning-guides/mi300a-rocm-bandwidth-test-output.png b/docs/data/how-to/tuning-guides/mi300a-rocm-bandwidth-test-output.png new file mode 100644 index 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z%)b{SzU{T^qBA!}l zKHb^u5xhPYOG3L_il?s1oYKj)gWm%+>=YaDQvp1^Rk}(`M<=UPDHL(b2EQK3xC_58 zkpHM%u1p`?bWbhRi?)1KteGpWX|S@yKRhXUe<1A9E{pN+k8~446VkoV<8Cu}`W64Y zgAqgHNCty`_ + * - :doc:`AMD Instinct MI300A ` + + - `AMD Instinct MI300 instruction set architecture `_ + + - `CDNA 3 architecture `_ + * - :doc:`AMD Instinct MI200 ` - `AMD Instinct MI200 instruction set architecture `_ diff --git a/docs/how-to/system-optimization/mi300a.rst b/docs/how-to/system-optimization/mi300a.rst new file mode 100644 index 000000000..0c19e3245 --- /dev/null +++ b/docs/how-to/system-optimization/mi300a.rst @@ -0,0 +1,391 @@ +.. meta:: + :description: AMD Instinct MI300A system settings + :keywords: AMD, Instinct, MI300A, HPC, tuning, BIOS settings, NBIO, ROCm, + environment variable, performance, accelerator, GPU, EPYC, GRUB, + operating system + +*************************************************** +AMD Instinct MI300A system optimization +*************************************************** + +This topic discusses the operating system settings and system management commands for +the AMD Instinct MI300A accelerator. This topic can help you optimize performance. + +System settings +======================================== + +This section reviews the system settings required to configure a MI300A SOC system and +optimize its performance. + +The MI300A system-on-a-chip (SOC) design requires you to review and potentially adjust your OS configuration as explained in +the :ref:`operating-system-settings-label` section. These settings are critical for +performance because the OS on an accelerated processing unit (APU) is responsible for memory management across the CPU and GPU accelerators. +In the APU memory model, system settings are available to limit GPU memory allocation. +This limit is important because legacy software often determines the +amount of allowable memory at start-up time +by probing discrete memory until it is exhausted. If left unchecked, this practice +can starve the OS of resources. + +System BIOS settings +----------------------------------- + +System BIOS settings are preconfigured for optimal performance from the +platform vendor. This means that you do not need to adjust these settings +when using MI300A. If you have any questions regarding these settings, +contact your MI300A platform vendor. + +GRUB settings +----------------------------------- + +The ``/etc/default/grub`` file is used to configure the GRUB bootloader on modern Linux distributions. +Linux uses the string assigned to ``GRUB_CMDLINE_LINUX`` in this file as +its command line parameters during boot. + +Appending strings using the Linux command line +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +It is recommended that you append the following string to ``GRUB_CMDLINE_LINUX``. + +``pci=realloc=off`` + This setting disables the automatic reallocation + of PCI resources, so Linux is able to unambiguously detect all GPUs on the + MI300A-based system. It's used when Single Root I/O Virtualization (SR-IOV) Base + Address Registers (BARs) have not been allocated by the BIOS. This can help + avoid potential issues with certain hardware configurations. + +Validating the IOMMU setting +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +IOMMU is a system-specific IO mapping mechanism for DMA mapping +and isolation. IOMMU is turned off by default in the operating system settings +for optimal performance. + +To verify IOMMU is turned off, first install the ``acpica-tools`` package using your +package manager. + +.. code-block:: shell + + sudo apt install acpica-tools + +Then confirm that the following commands do not return any results. + +.. code-block:: shell + + sudo acpidump | grep IVRS + sudo acpidump | grep DMAR + +Update GRUB +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Use this command to update GRUB to use the modified configuration: + +.. code-block:: shell + + sudo grub2-mkconfig -o /boot/grub2/grub.cfg + +On some Red Hat-based systems, the ``grub2-mkconfig`` command might not be available. In this case, +use ``grub-mkconfig`` instead. Verify that you have the +correct version by using the following command: + +.. code-block:: shell + + grub-mkconfig -version + +.. _operating-system-settings-label: + +Operating system settings +----------------------------------- + +The operating system provides several options to customize and tune performance. For more information +about supported operating systems, see the :doc:`Compatibility matrix <../../compatibility/compatibility-matrix>`. + +If you are using a distribution other than RHEL or SLES, the latest Linux kernel is recommended. +Performance considerations for the Zen4, which is the core architecture in the MI300A, +require a Linux kernel running version 5.18 or higher. + +This section describes performance-based settings. + +* **Enable transparent huge pages** + + To enable transparent huge pages, use one of the following methods: + + * From the command line, run the following command: + + .. code-block:: shell + + echo always > /sys/kernel/mm/transparent_hugepage/enabled + + * Set the Linux kernel parameter ``transparent_hugepage`` as follows in the + relevant ``.cfg`` file for your system. + + .. code-block:: cfg + + transparent_hugepage=always + +* **Limit the maximum and single memory allocations on the GPU** + + Many AI-related applications were originally developed on discrete GPUs. Some of these applications + have fixed problem sizes associated with the targeted GPU size, and some attempt to determine the + system memory limits by allocating chunks until failure. These techniques can cause issues in an + APU with a shared space. + + To allow these applications to run on the APU without further changes, + ROCm supports a default memory policy that restricts the percentage of the GPU that can be allocated. + The following environment variables control this feature: + + * ``GPU_MAX_ALLOC_PERCENT`` + * ``GPU_SINGLE_ALLOC_PERCENT`` + + These settings can be added to the default shell environment or the user environment. The effect of the memory allocation + settings varies depending on the system, configuration, and task. They might require adjustment, especially when performing GPU benchmarks. Setting these values to ``100`` + lets the GPU allocate any amount of free memory. However, the risk of encountering + an operating system out-of-memory (OMM) condition increases when almost + all the available memory is used. + + Before setting either of these items to 100 percent, + carefully consider the expected CPU workload allocation and the anticipated OS usage. + For instance, if the OS requires 8GB on a 128GB system, setting these + variables to ``100`` authorizes a single + workload to allocate up to 120GB of memory. Unless the system has swap space configured + any over-allocation attempts will be handled by the OMM policies. + +* **Disable NUMA (Non-uniform memory access) balancing** + + ROCm uses information from the compiled application to ensure an affinity exists + between the GPU agent processes and their CPU hosts or co-processing agents. + Because the APU has OS threads, + including threads with memory management, the default kernel NUMA policies can + adversely impact workload performance without additional tuning. + + .. note:: + + At the kernel level, ``pci_relloc`` can also be set to ``off`` as an additional tuning measure. + + To disable NUMA balancing, use one of the following methods: + + * From the command line, run the following command: + + .. code-block:: shell + + echo 0 > /proc/sys/kernel/numa_balancing + + * Set the following Linux kernel parameters in the + relevant ``.cfg`` file for your system. + + .. code-block:: cfg + + pci=realloc=off numa_balancing=disable + +* **Enable compaction** + + Compaction is necessary for proper MI300A operation because the APU dynamically shares memory + between the CPU and GPU. Compaction can be done proactively, which reduces + allocation costs, or performed during allocation, in which case it is part of the background activities. + Without compaction, the MI300A application performance eventually degrades as fragmentation increases. + In RHEL distributions, compaction is disabled by default. In Ubuntu, it's enabled by default. + + To enable compaction, enter the following commands using the command line: + + .. code-block:: shell + + echo 20 > /proc/sys/vm/compaction_proactiveness + echo 1 > /proc/sys/vm/compact_unevictable_allowed + +* **Change affinity of ROCm helper threads** + + This change prevents internal ROCm threads from having their CPU core affinity mask + set to all CPU cores available. With this setting, the threads inherit their parent's + CPU core affinity mask. If you have any questions regarding this setting, + contact your MI300A platform vendor. To enable this setting, enter the following command: + + .. code-block:: shell + + export HSA_OVERRIDE_CPU_AFFINITY_DEBUG=0 + +* **CPU core states and C-states** + + The system BIOS handles these settings for the MI300A. + They don't need to be configured on the operating system. + +System management +======================================== + +For a complete guide on installing, managing, and uninstalling ROCm on Linux, see +:doc:`Quick-start (Linux)`. To verify that the +installation was successful, see the +:doc:`Post-installation instructions` and +:doc:`ROCm tools <../../reference/rocm-tools>` guides. If verification +fails, consult the :doc:`System debugging guide <../system-debugging>`. + +.. _hw-verification-rocm-label: + +Hardware verification with ROCm +----------------------------------- + +ROCm includes tools to query the system structure. To query +the GPU hardware, use the ``rocm-smi`` command. + +``rocm-smi`` reports statistics per socket, so the power results combine CPU and GPU utilization. +In an idle state on a multi-socket system, some power imbalances are expected because +the distribution of OS threads can keep some APU devices at higher power states. + +.. note:: + + The MI300A VRAM settings show as ``N/A``. + +.. image:: ../../data/how-to/tuning-guides/mi300a-rocm-smi-output.png + :alt: Output from the rocm-smi command + +The ``rocm-smi --showhw`` command shows the available system +GPUs and their device ID and firmware details. + +In the MI300A hardware settings, the system BIOS handles the UMC RAS. The +ROCm-supplied GPU driver does not manage this setting. +This results in a value of ``DISABLED`` for the ``UMC RAS`` setting. + +.. image:: ../../data/how-to/tuning-guides/mi300a-rocm-smi-showhw-output.png + :alt: Output from the ``rocm-smi showhw`` command + +To see the system structure, the localization of the GPUs in the system, and the +fabric connections between the system components, use the ``rocm-smi --showtopo`` command. + +* The first block of the output shows the distance between the GPUs. The weight is a qualitative + measure of the “distance” data must travel to reach one GPU from another. + While the values do not have a precise physical meaning, the higher the value the + more hops are required to reach the destination from the source GPU. +* The second block contains a matrix named “Hops between two GPUs”, where ``1`` means + the two GPUs are directly connected with XGMI, ``2`` means both GPUs are linked to the + same CPU socket and GPU communications go through the CPU, and ``3`` means + both GPUs are linked to different CPU sockets so communications go + through both CPU sockets. +* The third block indicates the link types between the GPUs. This can either be + ``XGMI`` for AMD Infinity Fabric links or ``PCIE`` for PCIe Gen4 links. +* The fourth block reveals the localization of a GPU with respect to the NUMA organization + of the shared memory of the AMD EPYC processors. + +.. image:: ../../data/how-to/tuning-guides/mi300a-rocm-smi-showtopo-output.png + :alt: Output from the ``rocm-smi showtopo`` command + +Testing inter-device bandwidth +----------------------------------- + +The ``rocm-smi --showtopo`` command from the :ref:`hw-verification-rocm-label` section +displays the system structure and shows how the GPUs are located and connected within this +structure. For more information, use the :doc:`ROCm Bandwidth Test `, which can run benchmarks to +show the effective link bandwidth between the system components. + +For information on how to install the ROCm Bandwidth Test, see :doc:`Building the environment `. + +The output lists the available compute devices (CPUs and GPUs), including +their device ID and PCIe ID: + +.. image:: ../../data/how-to/tuning-guides/mi300a-rocm-bandwidth-test-output.png + :alt: Output from the rocm-bandwidth-test utility + +It also displays the measured bandwidth for unidirectional and +bidirectional transfers between the devices on the CPU and GPU: + +.. image:: ../../data/how-to/tuning-guides/mi300a-rocm-peak-bandwidth-output.png + :alt: Bandwidth information from the rocm-bandwidth-test utility + +Abbreviations +============= + +APBDIS + Algorithmic Performance Boost Disable + +APU + Accelerated processing unit + +BAR + Base Address Register + +BIOS + Basic Input/Output System + +CBS + Common BIOS Settings + +CCD + Compute Core Die + +CDNA + Compute DNA + +CLI + Command Line Interface + +CPU + Central Processing Unit + +cTDP + Configurable Thermal Design Power + +DF + Data Fabric + +DMA + Direct Memory Access + +GPU + Graphics Processing Unit + +GRUB + Grand Unified Bootloader + +HBM + High Bandwidth Memory + +HPC + High Performance Computing + +IOMMU + Input-Output Memory Management Unit + +ISA + Instruction Set Architecture + +NBIO + North Bridge Input/Output + +NUMA + Non-Uniform Memory Access + +OMM + Out of Memory + +PCI + Peripheral Component Interconnect + +PCIe + PCI Express + +POR + Power-On Reset + +RAS + Reliability, availability and serviceability + +SMI + System Management Interface + +SMT + Simultaneous Multi-threading + +SOC + System On Chip + +SR-IOV + Single Root I/O Virtualization + +TSME + Transparent Secure Memory Encryption + +UMC + Unified Memory Controller + +VRAM + Video RAM + +xGMI + Inter-chip Global Memory Interconnect diff --git a/docs/index.md b/docs/index.md index 7e2ca2afd..c4611584b 100644 --- a/docs/index.md +++ b/docs/index.md @@ -53,6 +53,7 @@ ROCm documentation is organized into the following categories: * [Fine-tuning LLMs and inference optimization](./how-to/llm-fine-tuning-optimization/index.rst) * [System optimization](./how-to/system-optimization/index.rst) * [AMD Instinct MI300X](./how-to/system-optimization/mi300x.rst) + * [AMD Instinct MI300A](./how-to/system-optimization/mi300a.rst) * [AMD Instinct MI200](./how-to/system-optimization/mi200.md) * [AMD Instinct MI100](./how-to/system-optimization/mi100.md) * [AMD Instinct RDNA2](./how-to/system-optimization/w6000-v620.md) diff --git a/docs/sphinx/_toc.yml.in b/docs/sphinx/_toc.yml.in index 4211f79a1..47b35ea31 100644 --- a/docs/sphinx/_toc.yml.in +++ b/docs/sphinx/_toc.yml.in @@ -67,6 +67,8 @@ subtrees: - entries: - file: how-to/system-optimization/mi300x.rst title: AMD Instinct MI300X + - file: how-to/system-optimization/mi300a.rst + title: AMD Instinct MI300A - file: how-to/system-optimization/mi200.md title: AMD Instinct MI200 - file: how-to/system-optimization/mi100.md