Skip to content

vbedida79/xpumanager

 
 

Repository files navigation

Intel(R) XPU Manager and XPU System Management Interface

Intel(R) XPU Manager is a free and open-source tool for monitoring and managing Intel data center GPUs.

It is designed to simplify administration, maximize reliability and uptime, and improve utilization.

XPU Manager can be used standalone through its command line interface (CLI) to manage GPUs locally, or through its RESTful APIs to manage GPUs remotely. Intel(R) XPU System Management Interface (XPU-SMI) is the daemon-less version of XPU Manager and it only provides the local interface. XPU-SMI feature scope is the subset of XPU Manager. Their features are listed in the table below. Please note that XPU-SMI has been included in the GPU driver repository. If you want to use XPU Manager, please uninstall XPU-SMI and install XPU Manager.

amcmcli is a portable CLI tool to manage GPU AMC firmware on Linux OS. It is independent of GPU driver.

3rd party open-source and commercial workload and cluster managers, job schedulers, and monitoring solutions can also integrate the XPU Manager or XPU-SMI to manage Intel data center GPUs.

Intel(R) XPU Manager features

  • Administration:
    • GPU discovery and information - name, model, serial, stepping, location, frequency, memory capacity, firmware version
    • GPU topology and grouping
    • GPU Firmware updating, including GPU GFX firmware and AMC (Add-in card Management Controller) firmware updating.
  • Monitoring:
    • GPU telemetry – utilization, power, frequency, temperature, fabric speed, memory throughput, errors
    • GPU health – memory, power, temperature, fabric port, etc.
  • Diagnostics:
    • 3 levels of GPU diagnostic tests
    • Pre-check GPU hardware and driver critical issues
    • GPU log collection for the issue investigation
  • Configuration:
    • GPU Settings - GPU power limits, frequency range, standby mode, scheduler mode, ECC On/Off, performance factor, fabric port status
    • GPU policies - Throttle GPU when the temperature set threshold is reached
  • Supported Frameworks:
    • Prometheus exporter, Docker container support, Icinga plugin

CLI output of GPU device info, telemetries and firmware update

xpumcli discovery -d 0
+-----------+--------------------------------------------------------------------------------------+
| Device ID | Device Information                                                                   |
+-----------+--------------------------------------------------------------------------------------+
| 0         | Device Type: GPU                                                                     |
|           | Device Name: Intel(R) Graphics [0x56c0]                                              |
|           | Vendor Name: Intel(R) Corporation                                                    |
|           | UUID: 01000000-0000-0000-0000-0000004d0000                                           |
|           | Serial Number: LQAC20305316                                                          |
|           | Core Clock Rate: 2050 MHz                                                            |
|           | Stepping: C0                                                                         |
|           |                                                                                      |
|           | Driver Version:                                                                      |
|           | Kernel Version: 5.15.47+prerelease3762                                               |
|           | GFX Firmware Name: GFX                                                               |
|           | GFX Firmware Version: DG02_1.3170                                                    |
|           | GFX Data Firmware Name: GFX_DATA                                                     |
|           | GFX Data Firmware Version: 0x12d                                                     |
|           |                                                                                      |
|           | PCI BDF Address: 0000:4d:00.0                                                        |
|           | PCI Slot: J37 - Riser 1, Slot 1                                                      |
|           | PCIe Generation: 4                                                                   |
|           | PCIe Max Link Width: 16                                                              |
+-----------+--------------------------------------------------------------------------------------+

xpumcli dump -d 0 -m 0,1,2,3
Timestamp, DeviceId, GPU Utilization (%), GPU Power (W), GPU Frequency (MHz), GPU Core Temperature (Celsius Degree)
21:23:00.000,    0, 99.55, 119.61, 1800, 49.00
21:23:01.000,    0, 99.45, 119.36, 1800, 50.00
21:23:02.000,    0, 99.48, 119.55, 1750, 50.50
21:23:03.000,    0, 99.65, 119.24, 1700, 51.00


sudo xpumcli updatefw -d 0 -t GFX -f ATS_M150_512_C0_PVT_ES_032_gfx_fwupdate_SOC1.bin
Device 0 FW version: DG02_1.3170
Image FW version: DG02_1.3172
Do you want to continue? (y/n) y
Start to update firmware
Firmware Name: GFX
Image path: /home/dcm/ATS_M150_512_C0_PVT_ES_032_gfx_fwupdate_SOC1.bin
[============================================================] 100 %
Update firmware successfully.

Feature set of XPU Manager, XPU-SMI and Windows CLI tool

XPU Manager XPU-SMI Windows CLI tool amcmcli
Device Info and Topology Yes Yes Yes No
GPU Telemetries Yes (aggregated data) Yes (real-time data) Yes (real-time data) No
GPU Firmware Update GFX, GFX_Data, AMC GFX, GFX_Data, AMC GFX, GFX_Data, AMC AMC (IPMI)
GPU Configuration Yes Yes Yes No
GPU Diagnostics Yes Yes No No
GPU Health Yes Yes No No
GPU Grouping Yes No No No
GPU policy Yes No No No
Architecture Daemon based Daemon-less Daemon-less Daemon-less
Interfaces CLI, RESTFul, Library CLI, Library CLI, Library CLI

How to get XPU Manager, XPU-SMI, Windows CLI and amcmcli binaries.

You may get the latest installers or binaries in Releases.

Supported Devices

Supported OSes

  • XPU Manager
    • Ubuntu 20.04.3/22.04
    • RHEL 8.5/8.6
    • CentOS 8/9 Stream
    • CentOS 7.4/7.9
    • SLES 15 SP3/SP4
    • Windows Server 2019/2022 (limited features including: GPU device info, GPU telemetry, GPU firmware update and GPU configuration)
  • XPU-SMI
    • Ubuntu 20.04.3/22.04
    • RHEL 8.5/8.6
    • CentOS 8/9 Stream
    • CentOS 7.4/7.9
    • SLES 15 SP3/SP4
    • Debian 10.13

Documentation

Architecture

XPU Manager Architecture

GPU telemetry exported to Grafana

GPU telemetry exported from XPU Manager to Grafana

About

No description, website, or topics provided.

Resources

License

Stars

Watchers

Forks

Packages

No packages published

Languages

  • C++ 76.7%
  • C 18.7%
  • Python 3.9%
  • Other 0.7%