Mar 122023
 

Are you running an HPE Nimble or HPE Alletra 6000 SAN in your VMware environment with iSCSI? A commonly overlooked component of the solution architecture and configuration when using these SAN’s is HPE Nimble and HPE Alletra 6000 SAN IP Zoning with an ISL (Inter-Switch Link).

When it comes to implementing these SANs, it’s all about data availability, performance, optimizations, and making sure it’s done properly.

I want to share with you some information, as I feel this important and required configuration consideration is often ignored, with many IT professionals not being aware it exists.

HPE Alletra 6000
HPE Alletra 6000 SAN

I recently had a customer that purchased and deployed two HPE Alletra 6010 SANs for their VMware environment, where I was contracted to implement these SANs. Even though the customer purchased HPE Technical Installation and Startup Services, the HPE installer was not aware of IP Address Zoning and it’s purpose, advising us to disable it.

I actually had to advise the technician that numerous HPE technical documents recommended to enable and configure it when you have an ISL. He then researched it, and confirmed we should have it enabled and configured.

IP Address Zoning

When you have SAN switches that include an ISL (inter-switch link) that are connected to an HPE Nimble or HPE Alletra SAN, it’s preferred not to have traffic go across that interlink, as it creates additional hops for packets, as well as increases latency.

However, in the event of a switch, NIC, and/or path failure, we do want to have the interlink available to facilitate data access and be available when required.

Using NCM (Nimble Connection Manager) and SCM (Storage Connection Manager) on your VMware ESXi hosts, the HPE Nimble and HPE Alletra storage solution can intelligently choose when to use the interlink depending on paths available, and the current health of SAN connectivity. It does this through IP Address Zones.

You must have the NCM or SCM plugin installed on your ESXi hosts to be able to use IP Address Zones, and use the HPE Nimble Storage path selection policy (NIMBLE_PSP_DIRECTED).

Implementing IP Address Zones

To implement this, you’ll need to assign an IP Zone to each of your switches. Please see below for a table from HPE Alletra documentation:

HPE Nimble and HPE Alletra SAN IP Address Zone Types for ISL configuration
HPE IP Address Zone Types for ISL Configuration

You can choose to either bisect the subnet, or use a method of dedicating even numbered IPs to one switch/zone, and dedicating odd numbered IPs to the other switch/zone.

This allows you to zone each switch, and keep traffic in the zone avoiding use of the interlink which would cause additional hops and latency. You’ll need to configure on the storage array the Zone Type you selected.

In the event of a failure, the interlink will be available for non-optimized path access to ensure continued data access.

Mar 062023
 
VMware vSphere 7 Logo

You might ask if/what the procedure is for updating Enhanced Linked Mode vCenter Server Instances, or is there even any considerations that apply?

vCenter Enhanced Link Mode is a feature that allows you to link a total of 15 vCenter Instances in to a single, Single Sign On (SSO) vSphere domain. This allows you to have a single set of credentials to manage all 15 instances, as well as the ability to manage all of them from a single pane of glass.

When it comes to environments with multiple vCenter instance and/or vCSA appliances, this really helps manageability, and visibility.

Enhanced Linked Mode Upgrade Considerations

To answer the question above: Yes, when you’re running Enhanced Linked Mode (ELM) to link multiple vCenter Server, special considerations and requirements exist when it comes to updating or upgrading your vCenter Server instances and vCSA appliances.

Multiple VMware vCenter Server Instances (vCSA) Running in Enhanced Link Mode (ELM)
Multiple VMware vCenter Server Instances (vCSA) Running in Enhanced Link Mode (ELM)

Not only have these procedures been documented in older VMware documentation, but I recently reviewed and confirmed the best practices with VMware GSS while on a support case.

Procedure for updating vCenter with ELM

  1. Configure/Confirm that the vCenter File-Based Backup in VAMI is configured, functioning, and that you are creating valid file based backups.
  2. Create a manual file-based backup with VAMI
  3. Power down all vCenter Instances and vCSA Appliances in your environment
  4. Perform a cold snapshot of all vCenter Instances and vCSA appliances
    • *This is critical* – You need a valid offline snapshot taken of all appliances powered off at the same point in time
  5. Power on the vCenter/vCSA Virtual Machines (VMs)
  6. Perform the update or upgrade

Recovering from a failed Update

IMPORTANT: In the event that an update or upgrade fails, you must revert all vCenter Instances and/or vCSA appliances back to the previous snapshot!

You cannot selectively choose single or individual instances, as this may cause mismatches in data and configuration between the instances as they have databases that are not in sync, and are from different points in time.

Additionally, if you are in a situation where you’re considering or planning to restore previous snapshots to recover from a failed update, you should do so sooner than later. As time progresses, service accounts and identifiers update in the VMware vSphere infrastructure. Delaying the restore too long could cause this information to get out of sync with the ESXi hosts after performing a snapshot restore/revert.

Mar 052023
 
NVIDIA vGPU

In this NVIDIA vGPU Troubleshooting Guide, I’ll help show you how to troubleshoot NVIDIA vGPU issues on VMware platforms, including VMware Horizon and VMware Tanzu. This guide applies to the full vGPU platform, so it’s relevant for VDI, AI, ML, and Kubernetes workloads, as well other virtualization platforms.

This guide will provide common troubleshooting methods, along with common issues and problems associated with NVIDIA vGPU as well as their fixes.

Please note, there are numerous other additional methods available to troubleshoot your NVIDIA vGPU deployment, including 3rd party tools. This is a general document provided as a means to get started learning how to troubleshoot vGPU.

NVIDIA vGPU

NVIDIA vGPU is a technology platform that includes a product line of GPUs that provide virtualized GPUs (vGPU) for Virtualization environments. Using a vGPU, you can essentially “slice” up a physical GPU and distribute Virtual GPUs to a number of Virtual Machines and/or Kubernetes containers.

NVIDIA vGPU Installed in VMware ESXi Host
NVIDIA vGPU Installed in VMware ESXi Host

These virtual machines and containers can then use these vGPU’s to provide accelerated workloads including VDI (Virtual Desktop Infrastructure), AI (Artificial Intelligence), and ML (Machine Learning).

While the solution works beautifully, when deployed incorrectly or if the solution isn’t maintained, issues can occur requiring troubleshooting and remediation.

At the end of this blog post, you’ll find some additional (external) links and resources, which will assist further in troubleshooting.

Troubleshooting

Below, you’ll find a list of my most commonly used troubleshooting methods.

Please click on an item below which will take you directly to the section in this post.

Common Problems

Below is a list of problems and issues I commonly see customers experience or struggle with in their vGPU enabled VMware environments.

Please click on an item below which will take you directly to the section in this post.

vGPU Troubleshooting

Using “nvidia-smi”

The NVIDIA vGPU driver comes with a utility called the “NVIDIA System Management Interface”. This CLI program allows you to monitor, manage, and query your NVIDIA vGPU (including non-vGPU GPUs).

Screenshot of "nvidia-smi" command running on VMware ESXi host with NVIDIA GPU
NVIDIA vGPU “nvidia-smi” command

Simply running the command with no switches or flags, allow you to query and pull basic information on your vGPU, or multiple vGPUs.

For a list of available switches, you can run: “nvidia-smi -h”.

Running “nvidia-smi” on the ESXi Host

To use “nvidia-smi” on your VMware ESXi host, you’ll need to SSH in and/or enable console access.

When you launch “nvidia-smi” on the ESXi host, you’ll see information on the physical GPU, as well as the VM instances that are consuming a virtual GPU (vGPU). This usage will also provide information like fan speeds, temperatures, power usage and GPU utilization.

[root@ESXi-Host:~] nvidia-smi
Sat Mar  4 21:26:05 2023
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 525.85.07    Driver Version: 525.85.07    CUDA Version: N/A      |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|                               |                      |               MIG M. |
|===============================+======================+======================|
|   0  NVIDIA A2           On   | 00000000:04:00.0 Off |                  Off |
|  0%   36C    P8     8W /  60W |   7808MiB / 16380MiB |      0%      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+

+-----------------------------------------------------------------------------+
| Processes:                                                                  |
|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |
|        ID   ID                                                   Usage      |
|=============================================================================|
|    0   N/A  N/A   2108966    C+G   VM-WS02                          3904MiB |
|    0   N/A  N/A   2108989    C+G   VM-WS01                          3904MiB |
+-----------------------------------------------------------------------------+

This will aid with troubleshooting potential issues specific to the host or the VM. The following pieces of information are helpful:

  • Driver Version
  • GPU Fan and Temperature Information
  • Power Usage
  • GPU Utilization (GPU-Util)
  • ECC Information and Error Count
  • Virtual Machine VMs assigned a vGPU
  • vGPU Type (C+G means Compute and Graphics)

Additionally, instead of running once, you can issue “nvidia-smi -l x” replacing “x” with the number of seconds you’d like it to auto-loop and refresh.

Example:

nvidia-smi -l 3

The above would refresh and loop “nvidia-smi” every 3 seconds.

For vGPU specific information from the ESXi host, you can run:

nvidia-smi vgpu
root@ESXi-Host:~] nvidia-smi vgpu
Mon Mar  6 11:47:44 2023
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 525.85.07              Driver Version: 525.85.07                 |
|---------------------------------+------------------------------+------------+
| GPU  Name                       | Bus-Id                       | GPU-Util   |
|      vGPU ID     Name           | VM ID     VM Name            | vGPU-Util  |
|=================================+==============================+============|
|   0  NVIDIA A2                  | 00000000:04:00.0             |   0%       |
|      3251713382  NVIDIA A2-4Q   | 2321577  VMWS01              |      0%    |
+---------------------------------+------------------------------+------------+

This command shows information on the vGPU instances currently provisioned.

There are also a number of switches you can throw at this to get even more information on vGPU including scheduling, vGPU types, accounting, and more. Run the following command to view the switches:

nvidia-smi vgpu -h

Another common switch I use on the ESXi host with vGPU for troubleshooting is: “nvidia-smi -q”, which provides lots of information on the physical GPU in the host:

[root@ESXi-HOST:~] nvidia-smi -q

==============NVSMI LOG==============

Timestamp                                 : Sat Mar  4 21:26:18 2023
Driver Version                            : 525.85.07
CUDA Version                              : Not Found
vGPU Driver Capability
        Heterogenous Multi-vGPU           : Supported

Attached GPUs                             : 1
GPU 00000000:04:00.0
    Product Name                          : NVIDIA A2
    Product Brand                         : NVIDIA
    Product Architecture                  : Ampere
    Display Mode                          : Enabled
    Display Active                        : Disabled
    Persistence Mode                      : Enabled
    vGPU Device Capability
        Fractional Multi-vGPU             : Not Supported
        Heterogeneous Time-Slice Profiles : Supported
        Heterogeneous Time-Slice Sizes    : Not Supported
    MIG Mode
        Current                           : N/A
        Pending                           : N/A
    Accounting Mode                       : Enabled
    Accounting Mode Buffer Size           : 4000
    Driver Model
        Current                           : N/A
        Pending                           : N/A
    Serial Number                         : XXXN0TY0SERIALZXXX
    GPU UUID                              : GPU-de23234-3450-6456-e12d-bfekgje82743a
    Minor Number                          : 0
    VBIOS Version                         : 94.07.5B.00.92
    MultiGPU Board                        : No
    Board ID                              : 0x400
    Board Part Number                     : XXX-XXXXX-XXXX-XXX
    GPU Part Number                       : XXXX-XXX-XX
    Module ID                             : 1
    Inforom Version
        Image Version                     : G179.0220.00.01
        OEM Object                        : 2.0
        ECC Object                        : 6.16
        Power Management Object           : N/A
    GPU Operation Mode
        Current                           : N/A
        Pending                           : N/A
    GSP Firmware Version                  : N/A
    GPU Virtualization Mode
        Virtualization Mode               : Host VGPU
        Host VGPU Mode                    : SR-IOV
    IBMNPU
        Relaxed Ordering Mode             : N/A
    PCI
        Bus                               : 0x04
        Device                            : 0x00
        Domain                            : 0x0000
        Device Id                         : 0x25B610DE
        Bus Id                            : 00000000:04:00.0
        Sub System Id                     : 0x157E10DE
        GPU Link Info
            PCIe Generation
                Max                       : 3
                Current                   : 1
                Device Current            : 1
                Device Max                : 4
                Host Max                  : N/A
            Link Width
                Max                       : 16x
                Current                   : 8x
        Bridge Chip
            Type                          : N/A
            Firmware                      : N/A
        Replays Since Reset               : 0
        Replay Number Rollovers           : 0
        Tx Throughput                     : 0 KB/s
        Rx Throughput                     : 0 KB/s
        Atomic Caps Inbound               : N/A
        Atomic Caps Outbound              : N/A
    Fan Speed                             : 0 %
    Performance State                     : P8
    Clocks Throttle Reasons
        Idle                              : Active
        Applications Clocks Setting       : Not Active
        SW Power Cap                      : Not Active
        HW Slowdown                       : Not Active
            HW Thermal Slowdown           : Not Active
            HW Power Brake Slowdown       : Not Active
        Sync Boost                        : Not Active
        SW Thermal Slowdown               : Not Active
        Display Clock Setting             : Not Active
    FB Memory Usage
        Total                             : 16380 MiB
        Reserved                          : 264 MiB
        Used                              : 7808 MiB
        Free                              : 8306 MiB
    BAR1 Memory Usage
        Total                             : 16384 MiB
        Used                              : 1 MiB
        Free                              : 16383 MiB
    Compute Mode                          : Default
    Utilization
        Gpu                               : 0 %
        Memory                            : 0 %
        Encoder                           : 0 %
        Decoder                           : 0 %
    Encoder Stats
        Active Sessions                   : 0
        Average FPS                       : 0
        Average Latency                   : 0
    FBC Stats
        Active Sessions                   : 0
        Average FPS                       : 0
        Average Latency                   : 0
    Ecc Mode
        Current                           : Disabled
        Pending                           : Disabled
    ECC Errors
        Volatile
            SRAM Correctable              : N/A
            SRAM Uncorrectable            : N/A
            DRAM Correctable              : N/A
            DRAM Uncorrectable            : N/A
        Aggregate
            SRAM Correctable              : N/A
            SRAM Uncorrectable            : N/A
            DRAM Correctable              : N/A
            DRAM Uncorrectable            : N/A
    Retired Pages
        Single Bit ECC                    : N/A
        Double Bit ECC                    : N/A
        Pending Page Blacklist            : N/A
    Remapped Rows
        Correctable Error                 : 0
        Uncorrectable Error               : 0
        Pending                           : No
        Remapping Failure Occurred        : No
        Bank Remap Availability Histogram
            Max                           : 64 bank(s)
            High                          : 0 bank(s)
            Partial                       : 0 bank(s)
            Low                           : 0 bank(s)
            None                          : 0 bank(s)
    Temperature
        GPU Current Temp                  : 37 C
        GPU T.Limit Temp                  : N/A
        GPU Shutdown Temp                 : 96 C
        GPU Slowdown Temp                 : 93 C
        GPU Max Operating Temp            : 86 C
        GPU Target Temperature            : N/A
        Memory Current Temp               : N/A
        Memory Max Operating Temp         : N/A
    Power Readings
        Power Management                  : Supported
        Power Draw                        : 8.82 W
        Power Limit                       : 60.00 W
        Default Power Limit               : 60.00 W
        Enforced Power Limit              : 60.00 W
        Min Power Limit                   : 35.00 W
        Max Power Limit                   : 60.00 W
    Clocks
        Graphics                          : 210 MHz
        SM                                : 210 MHz
        Memory                            : 405 MHz
        Video                             : 795 MHz
    Applications Clocks
        Graphics                          : 1770 MHz
        Memory                            : 6251 MHz
    Default Applications Clocks
        Graphics                          : 1770 MHz
        Memory                            : 6251 MHz
    Deferred Clocks
        Memory                            : N/A
    Max Clocks
        Graphics                          : 1770 MHz
        SM                                : 1770 MHz
        Memory                            : 6251 MHz
        Video                             : 1650 MHz
    Max Customer Boost Clocks
        Graphics                          : 1770 MHz
    Clock Policy
        Auto Boost                        : N/A
        Auto Boost Default                : N/A
    Voltage
        Graphics                          : 650.000 mV
    Fabric
        State                             : N/A
        Status                            : N/A
    Processes
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 2108966
            Type                          : C+G
            Name                          : VM-WS02
            Used GPU Memory               : 3904 MiB
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 2108989
            Type                          : C+G
            Name                          : VM-WS01
            Used GPU Memory               : 3904 MiB

As you can see, you can pull quite a bit of information in detail from the vGPU, as well as the VM processes.

Running “nvidia-smi” on the VM Guest

You can also run “nvidia-smi” inside of the guest VM, which will provide you information on the vGPU instance that is being provided to that specific VM, along with information on the guest VM’s processes that are utilizing the GPU.

Screenshot of "nvidia-smi" running on guest virtual machine VM
“nvidia-smi” Running on Guest VM

This is helpful for providing information on the guest VM’s usage of the vGPU instance, as well as processes that require GPU usage.

Virtual Machine log files

Each Virtual Machine has a “vmware.log” file inside of the VM’s folder on the datastore.

To identify logging events pertaining to NVIDIA vGPU, you can search for the “vmiop” string inside of the vmware.log file.

Example:

cat /vmfs/volumes/DATASTORE/VirtualMachineName/vmware.log | grep -i vmiop

The above will read out any lines inside of the log that have the “vmiop” string inside of them. The “-i” flag instructs grep to ignore case sensitivity.

This logs provide initialization information, licensing information, as well as XID error codes and faults.

ESXi Host log files

Additionally, since the ESXi host is running the vGPU Host Driver (vGPU Manager), it also has logs that pertain and assist with vGPU troubleshooting.

Some commands you can run are:

cat /var/log/vmkernel.log | grep -i vmiop
cat /var/log/vmkernel.log | grep -i nvrm
cat /var/log/vmkernel.log | grep -i nvidia

The above commands will pull NVIDIA vGPU related log items from the ESXi log files.

Using “dxdiag” in the guest VM

Microsoft has a tool called “dxdiag” which provides diagnostic infromation for testing and troubleshooting video (and sound) with DirectX.

I find this tool very handy for quickly verifying

Microsoft DirectX "dxdiag" showing information on vGPU
NVIDIA vGPU with Microsoft DirectX “dxdiag” tool

As you can see:

  • DirectDraw Acceleration: Enabled
  • Direct3D Acceleration: Enabled
  • AGP Texture Acceleration: Enabled
  • DirectX 12 Ultimate: Enabled

The above show that hardware acceleration is fully functioning with DirectX. This is a indicator that things are generally working as expected. If you have a vGPU and one of the first three is showing as disabled, then you have a problem that requires troubleshooting. Additionally, if you do not see your vGPU card, then you have a problem that requires troubleshooting.

Please Note: You may not see “DirectX 12 Ultimate” as this is related to licensing.

Using the “VMware Horizon Performance Monitor”

The VMware Horizon Performance Monitor, is a great tool that can be installed by the VMware Horizon Agent, that allows you to pull information (stats, connection information, etc) for the session. Please note that this is not installed by default, and must be selected when running the Horizon Agent installer.

When it comes to troubleshooting vGPU, it’s handy to use this too to confirm you’re getting H.264 or H.265/HEVC offload from the vGPU instance, and also get information on how many FPS (Frames Per Second) you’re getting from the session.

VMware Horizon Performance Monitor showing vGPU NVIDIA NvEnc HEVC as encoder type
VMware Horizon Performance Tracker with NVIDIA vGPU

Once opening, you’ll change the view above using the specified selector, and you can see what the “Encoder Name” is being used to encode the session.

Examples of GPU Offload “Encoder Name” types:

  • NVIDIA NvEnc HEVC 4:2:0 – This is using the vGPU offload using HEVC
  • NVIDIA NvEnc HEVC 4:4:4 – This is using the vGPU offload using HEVC high color accuracy
  • NVIDIA NvEnc H264 4:2:0 – This is using the vGPU offload using H.264
  • NVIDIA NvEnc H264 4:4:4 – This is using the vGPU offload using H.264 high color accuracy

Examples of Software (CPU) Session “Encoder Name” types:

  • BlastCodec – New VMware Horizon “Blast Codec”
  • h264 4:2:0 – Software CPU encoded h.264

If you’re seeing “NVIDIA NvEnc” in the encoder name, then the encoding is being offloaded to the GPU resulting in optimum performance. If you don’t see it, it’s most likely using the CPU for encoding, which is not optimal if you have a vGPU, and requires further troubleshooting.

NVIDIA vGPU Known Issues

Depending on the version of vGPU that you are running, there can be “known issues”.

When viewing the NVIDIA vGPU Documentation, you can view known issues, and fixes that NVIDIA may provide. Please make sure to reference the documentation specific to the version you’re running and/or the version that fixes the issues you’re experiencing.

vGPU Common Problems

There are a number of common problems that I come across when I’m contacted to assist with vGPU deployments.

Please see below for some of the most common issues I experience, along with their applicable fix/workaround.

XID Error Codes

When viewing your Virtual Machine VM or ESXi log file, and experiencing an XID error or XID fault, you can usually look up the error codes.

Typically, vGPU errors will provide an “XiD Error” code, which can be looked up on NVIDIA’s Xid Messages page here: XID Errors :: GPU Deployment and Management Documentation (nvidia.com).

The table on this page allows you to lookup the XID code, find the cause, and also provides information if the issue is realted to “HW Error” (Hardware Error), “Driver Error”, “User App Error”, “System Memory Corruption”, “Bus Error”, “Thermal Issue”, or “FB Corruption”.

An example:

2023-02-26T23:33:24.396Z Er(02) vthread-2108265 - vmiop_log: (0x0): XID 45 detected on physical_chid:0x60f, guest_chid:0xf
2023-02-26T23:33:36.023Z Er(02) vthread-2108266 - vmiop_log: (0x0): Timeout occurred, reset initiated.
2023-02-26T23:33:36.023Z Er(02) vthread-2108266 - vmiop_log: (0x0): TDR_DUMP:0x52445456 0x00e207e8 0x000001cc 0x00000001
2023-02-26T23:33:36.023Z Er(02) vthread-2108266 - vmiop_log: (0x0): TDR_DUMP:0x00989680 0x00000000 0x000001bb 0x0000000f
2023-02-26T23:33:36.023Z Er(02) vthread-2108266 - vmiop_log: (0x0): TDR_DUMP:0x00000100 0x00000000 0x0000115e 0x00000000
2023-02-26T23:33:36.023Z Er(02) vthread-2108266 - vmiop_log: (0x0): TDR_DUMP:0x00000000 0x00000000 0x00001600 0x00000000
2023-02-26T23:33:36.023Z Er(02) vthread-2108266 - vmiop_log: (0x0): TDR_DUMP:0x00002214 0x00000000 0x00000000 0x00000000

2023-02-26T23:33:36.024Z Er(02) vthread-2108266 - vmiop_log: (0x0): TDR_DUMP:0x64726148 0x00736964 0x00000000 0x00000000
2023-02-26T23:33:36.068Z Er(02) vthread-2108265 - vmiop_log: (0x0): XID 43 detected on physical_chid:0x600, guest_chid:0x0

One can see XID code 45, as well as XID code 43, which after looking up on NVIDIA’s document, states:

  • XID 43 – GPU stopped processing
    • Possible Cause: Driver Error
    • Possible Cause: User App Error
  • XID 45 – Preemptive cleanup, due to previous errors — Most likely to see when running multiple cuda applications and hitting a DBE
    • Possible Cause: Driver Error

In the situation above, one can deduce that the issue is either Driver Error, Application Error, or a combination of both. In this specific case, you could try changing drivers to troubleshoot.

vGPU Licensing

You may experience issues in your vGPU deployment due to licensing issues. Depending on how you have you environment configured, you may be running in an unlicensed mode and not be aware.

In the event that the vGPU driver cannot obtain a valid license, it will run for 20 minutes with full capabilities. After that the performance and functionality will start to degrade. After 24 hours it will degrade even further.

Some symptoms of issues experienced when unlicensed:

  • Users experiencing laggy VDI sessions
  • Performance issues
  • Frames per Second (FPS) limited to 15 fps or 3 fps
  • Applications using OpenCL, CUDA, or other accelerated APIs fail

Additionally, some error messages and event logs may occur:

  • Event ID 2, “NVIDIA OpenGL Driver” – “The NVIDIA OpenGL driver has not been able to initialize a connection with the GPU.”
  • AutoCAD/Revit – “Hardware Acceleration is disabled. Software emulation mode is in use.”
  • “Guest is unlicensed”

Please see below for screenshots of said errors:

Additonally, when looking at the Virtual Machine VM vmware.log (inside of the VM’s folder on the ESXi datastore), you may see:

Guest is unlicensed. Cannot allocate more than 0x55 channels!
VGPU message 6 failed, result code: 0x1a

If this occurs, you’ll need to troubleshoot your vGPU licensing and resolve any issues occurring.

vGPU Type (vGPU Profile) mismatch

When using the default (“time-sliced”) vGPU deployment method, only a single vGPU type can be used on virtual machines or containers per physical GPU. Essentially all VMs or containers utilizing the physical GPU must use the same vGPU type.

If the physical GPU card has multiple GPUs (GPU chips), then a different type can be used on each physical GPU chip on the same card. 2 x GPUs on a single card = 2 different vGPU types.

Additionally, if you have multiple cards inside of a single host, the number of vGPU types you can deployed is based off the total number of GPUs across the total number of cards in your host.

If you configure multiple vGPU types and cannot support it, you will have issues starting VMs, as shown below:

Cannot power on VM with vGPU due to insufficient resources
Cannot power on VM with vGPU: Power on Failure, Insuffiecient resources

The error reads as follows:

Power On Failures

vCenter Server was unable to find a suitable host to power on the following virtual machines for the reasons listed below.

Insufficient resources. One or more devices (pciPassthru0) required by VM VDIWS01 are not available on host ESXi-Host.

Additionally, if provisioning via VMware Horizon, you may see: “NVIDIA GRID vGPU Support has detected a mismatch with the supported vGPUs”

Note: If you are using MIG (Multi Instance GPU), this does not apply as different MIG types can be applied to VMs from the same card/GPU.

vGPU or Passthrough with 16GB+ of Video RAM Memory

When attaching a vGPU to a VM, or passing through a GPU to a VM, with 16GB or more of Video RAM (Framebuffer memory), you may run in to a situation where the VM will not boot.

This is because the VM cannot map that large of memory space to be accesible for use.

Please see my blog post GPU or vGPU Passthrough with 16GB+ of video memory, for more information as well as the fix.

vGPU VM Freezes during VMware vMotion

Your users may report issues where their VDI guest VM freezes for a period of time during use. This could be caused due to VMware vMotion moving the virtual machine from one VMware ESXi host to another.

Please see my blog post NVIDIA vGPU VM Freezes during VMware vMotion: vGPU STUN Time for more information.

“ERR!” State

When experiencing issues, you may notice that “nvidia-smi” throws “ERR!” in the view. See the example below:

nvidia-smi showing ERR! error state on VMware ESXi host with vGPU
NVIDIA vGPU “nvidia-smi” reporting “ERR!”

This is an indicator that you’re in a fault or error state, and would recommend checking the ESXi Host log files, and the Virtual Machine log files for XID codes to identify the problem.

vGPU Driver Mismatch

When vGPU is deployed, drivers are installed on the VMware ESXi host (vGPU Manager Driver), as well as the guest VM virtual machine (guest VM driver).

Guest VM vGPU driver mismatch with VMware ESXi host
NVIDIA vGPU Driver Mismatch

These two drivers must be compatible with each other. As per NVIDIA’s Documentation, see below for compatibility:

  • NVIDIA vGPU Manager with guest VM drivers from the same release
  • NVIDIA vGPU Manager with guest VM drivers from different releases within the same major release branch
  • NVIDIA vGPU Manager from a later major release branch with guest VM drivers from the previous branch

Additionally, if you’re using the LTS (Long Term Support Branch), the additional compatibility note applies.

  • NVIDIA vGPU Manager from a later long-term support branch with guest VM drivers from the previous long-term support branch

If you have a vGPU driver mismatch, you’ll likely see Event ID 160 from “nvlddmkm” reporting:

NVIDIA driver version mismatch error: Guest driver is incompatible with host drive.

To resolve this, you’ll need to change drivers on the ESXi host and/or Guest VM to a supported combination.

Upgrading NVIDIA vGPU

When upgrading NVIDIA vGPU drivers on the host, you may experience issues or errors stating that the NVIDIA vGPU modules or services are loaded and in use, stopping your ability to upgrade.

Normally an upgrade would be preformed by placing the host in maintenance mode and running:

esxcli software vib update -d /vmfs/volumes/DATASTORE/Files/vGPU-15/NVD-VGPU-702_525.85.07-1OEM.702.0.0.17630552_21166599.zip

However, this fails due to modules that are loaded and in use by the NVIDIA vGPU Manager Services.

Before attempting to upgrade (or uninstall and re-install), place the host in maintenance mode and run the following command:

/etc/init.d/nvdGpuMgmtDaemon stop

This should allow you to proceed with the upgrade and/or re-install.

VMware Horizon Black Screen

If you experiencing a blank or black screen when connecting to a VDI session with an NVIDIA vGPU on VMware Horizon, it may not even be related to the vGPU deployment.

To troubleshoot the VMware Horizon Black Screen, please review my guide on how to troubleshoot a VMware Horizon Blank Screen.

VM High CPU RDY (High CPU Ready)

CPU RDY (CPU Ready) is a state when a VM is ready and waiting to be scheduled on a physical host’s CPU. In more detail, the VM’s vCPUs are ready to be scheduled on the ESXi host’s pCPUs.

In rare cases, I have observed situations where VMs with a vGPU and high CPU RDY times, experience instability. I believe this is due to timing conflicts with the vGPU’s time slicing, and the VM’s CPU waiting to be scheduled.

To check VM CPU RDY, you can use one of the following methods:

  1. Run “esxtop” from the CLI using the console or SSH
  2. View the hosts performance stats on vCenter
    • Select host, “Monitor”, “Advanced”, “Chart Options”, de-select all, select “Readiness Average %”

When viewing the CPU RDY time in a VDI environment, generally we’d like to see CPU RDY at 3 or lower. Anything higher than 3 may cause latency or user experience issues, or even vGPU issues at higher values.

For your server virtualization environment (non-VDI and no vGPU), CPU Ready times are not as big of a consideration.

vGPU Profiles Missing from VMware Horizon

When using newer GPUs with older versions of VMware Horizon, you may encounter an issue with non-persistent instant clones resulting in a provisioning error.

This is caused by missing vGPU Types or vGPU Profiles, and requires either downloading the latest definitions, or possibly creating your own.

For more information on this issue, please see my post NVIDIA A2 vGPU Profiles Missing from VMware Horizon causing provision failure.

Issues with the VMware Horizon Indirect Display Driver

You may experience vGPU (and GPU) related issues when using certain applications due to the presence of the VMware Horizon Indirect Display Driver in the Virtual Machine. This is due to the application either querying the incorrect Display Adapter (VMware Indirect Display Driver), or due to lack of multi-display adapter support in the application.

The application, when detecting vGPU and/or GPU capabilities, may query the Indirect Display Adapter, instead of the vGPU in the VM. Resulting in failing to detect the vGPU and/or GPU capabilities.

To workaround this issue, uninstall the VMware Horizon Indirect Display Adapter from the Device Manager in the VM. Please note that if you simply disable it, the issue will still occur as the device must be uninstalled from the Device Manager.

Additionally, under normal circumstances you do not want to modify, change, or remove this display adapter. However this is only a workaround if you are experiencing this issue. Subsequent updates of the VMware Horizon agent will re-install this adapter.

For more information on this issue, please see GPU issues with the VMware Horizon Indirect Display Driver.

Please see these these additional external links and resources which may assist.