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WSL2 CUDA Driver 465.42 not working with Nvidia’s CUDA 11.1 and higher #1458

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levipereira opened this issue Feb 9, 2021 · 18 comments
Closed
9 tasks

WSL2 CUDA Driver 465.42 not working with Nvidia’s CUDA 11.1 and higher #1458

levipereira opened this issue Feb 9, 2021 · 18 comments

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@levipereira
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levipereira commented Feb 9, 2021 •
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1. Issue or feature description

The title explains most of the issue, but to give more context, my windows insider build is Build 21301.rs_prerelease.210123-1645

My nvidia drivers are updated to the latest as well on driver version 465.42:

| NVIDIA-SMI 460.27.04    Driver Version: 465.42       CUDA Version: 11.3     |
|-------------------------------+----------------------+----------------------+
| 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  GeForce RTX 2060    Off  | 00000000:0A:00.0  On |                  N/A |
| 57%   58C    P0   114W / 350W |   3878MiB / 24576MiB |    ERR!      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+

+-----------------------------------------------------------------------------+
| Processes:                                                                  |
|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |
|        ID   ID                                                   Usage      |
|=============================================================================|
|  No running processes found                                                 |
+-----------------------------------------------------------------------------+

I also have the latest Docker Desktop with WSL2 Integration for the GPU!

2. Steps to reproduce the issue

When I launch this, it works:
docker run --rm --gpus all nvidia/cuda:11.0-cudnn8-devel-ubuntu18.04

BUT, when I launch this:
docker run --rm --gpus all nvidia/cuda:11.1.1-cudnn8-devel-ubuntu18.04

I get this:
docker: Error response from daemon: OCI runtime create failed: container_linux.go:370: starting container process caused: process_linux.go:459: container init caused: Running hook #0:: error running hook: exit status 1, stdout: , stderr: nvidia-container-cli: requirement error: unsatisfied condition: cuda>=11.1, please update your driver to a newer version, or use an earlier cuda container: unknown.

https://forums.developer.nvidia.com/t/wsl2-cuda-driver-465-42-not-working-with-nvidias-cuda-11-1-1-docker-containers/167662

3. Information to attach (optional if deemed irrelevant)

  • Some nvidia-container information: nvidia-container-cli -k -d /dev/tty info
  • Kernel version from uname -a
  • Any relevant kernel output lines from dmesg
  • Driver information from nvidia-smi -a
  • Docker version from docker version
  • NVIDIA packages version from dpkg -l '*nvidia*' or rpm -qa '*nvidia*'
  • NVIDIA container library version from nvidia-container-cli -V
  • NVIDIA container library logs (see troubleshooting)
  • Docker command, image and tag used
Linux HOST-PC 5.4.72-microsoft-standard-WSL2 NVIDIA/nvidia-docker#1 SMP Wed Oct 28 23:40:43 UTC 2020 x86_64 x86_64 x86_64 GNU/Linux 


root@HOST-PC:~# docker version
Client: Docker Engine - Community
 Version:           20.10.3
 API version:       1.41
 Go version:        go1.13.15
 Git commit:        48d30b5
 Built:             Fri Jan 29 14:33:21 2021
 OS/Arch:           linux/amd64
 Context:           default
 Experimental:      true

Server: Docker Engine - Community
 Engine:
  Version:          20.10.3
  API version:      1.41 (minimum version 1.12)
  Go version:       go1.13.15
  Git commit:       46229ca
  Built:            Fri Jan 29 14:31:32 2021
  OS/Arch:          linux/amd64
  Experimental:     false
 containerd:
  Version:          1.4.3
  GitCommit:        269548fa27e0089a8b8278fc4fc781d7f65a939b
 runc:
  Version:          1.0.0-rc92
  GitCommit:        ff819c7e9184c13b7c2607fe6c30ae19403a7aff
 docker-init:
  Version:          0.19.0
  GitCommit:        de40ad0



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

Timestamp                                 : Tue Feb  9 13:57:41 2021
Driver Version                            : 465.42
CUDA Version                              : 11.3

Attached GPUs                             : 1
GPU 00000000:01:00.0
    Product Name                          : GeForce RTX 2060 SUPER
    Product Brand                         : GeForce RTX
    Display Mode                          : Enabled
    Display Active                        : Enabled
    Persistence Mode                      : N/A
    MIG Mode
        Current                           : N/A
        Pending                           : N/A
    Accounting Mode                       : Disabled
    Accounting Mode Buffer Size           : 4000
    Driver Model
        Current                           : WDDM
        Pending                           : WDDM
    Serial Number                         : N/A
    GPU UUID                              : GPU-c9d4e34c-cbf6-4dea-9f87-959d9eb94069
    Minor Number                          : N/A
    VBIOS Version                         : 90.06.44.40.20
    MultiGPU Board                        : No
    Board ID                              : 0x100
    GPU Part Number                       : N/A
    Inforom Version
        Image Version                     : G001.0000.02.04
        OEM Object                        : 1.1
        ECC Object                        : N/A
        Power Management Object           : N/A
    GPU Operation Mode
        Current                           : N/A
        Pending                           : N/A
    GPU Virtualization Mode
        Virtualization Mode               : None
        Host VGPU Mode                    : N/A
    IBMNPU
        Relaxed Ordering Mode             : N/A
    PCI
        Bus                               : 0x01
        Device                            : 0x00
        Domain                            : 0x0000
        Device Id                         : 0x00001F06
        Bus Id                            : 00000000:01:00.0
        Sub System Id                     : 0x86FC1043
        GPU Link Info
            PCIe Generation
                Max                       : 3
                Current                   : 3
            Link Width
                Max                       : 16x
                Current                   : 16x
        Bridge Chip
            Type                          : N/A
            Firmware                      : N/A
        Replays Since Reset               : 0
        Replay Number Rollovers           : 0
        Tx Throughput                     : 16000 KB/s
        Rx Throughput                     : 12000 KB/s
    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                             : 8192 MiB
        Used                              : 1579 MiB
        Free                              : 6613 MiB
    BAR1 Memory Usage
        Total                             : 256 MiB
        Used                              : 2 MiB
        Free                              : 254 MiB
    Compute Mode                          : Default
    Utilization
        Gpu                               : 7 %
        Memory                            : 4 %
        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                           : N/A
        Pending                           : N/A
    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                         : N/A
    Temperature
        GPU Current Temp                  : 39 C
        GPU Shutdown Temp                 : 96 C
        GPU Slowdown Temp                 : 93 C
        GPU Max Operating Temp            : 89 C
        GPU Target Temperature            : 83 C
        Memory Current Temp               : N/A
        Memory Max Operating Temp         : N/A
    Power Readings
        Power Management                  : Supported
        Power Draw                        : 30.89 W
        Power Limit                       : 175.00 W
        Default Power Limit               : 175.00 W
        Enforced Power Limit              : 175.00 W
        Min Power Limit                   : 105.00 W
        Max Power Limit                   : 219.00 W
    Clocks
        Graphics                          : 68 MHz
        SM                                : 68 MHz
        Memory                            : 166 MHz
        Video                             : 539 MHz
    Applications Clocks
        Graphics                          : N/A
        Memory                            : N/A
    Default Applications Clocks
        Graphics                          : N/A
        Memory                            : N/A
    Max Clocks
        Graphics                          : 2280 MHz
        SM                                : 2280 MHz
        Memory                            : 7001 MHz
        Video                             : 1950 MHz
    Max Customer Boost Clocks
        Graphics                          : N/A
    Clock Policy
        Auto Boost                        : N/A
        Auto Boost Default                : N/A
    Processes
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 1532
            Type                          : C+G
            Name                          : Insufficient Permissions
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 2076
            Type                          : C+G
            Name                          : C:\Program Files\WindowsApps\Microsoft.YourPhone_1.21011.127.0_x64__8wekyb3d8bbwe\YourPhone.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 2936
            Type                          : C+G
            Name                          : C:\Windows\SystemApps\MicrosoftWindows.Client.CBS_cw5n1h2txyewy\TextInputHost.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 2964
            Type                          : C+G
            Name                          : C:\Users\levip\AppData\Local\Microsoft\Teams\current\Teams.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 4824
            Type                          : C+G
            Name                          : C:\Windows\SystemApps\ShellExperienceHost_cw5n1h2txyewy\ShellExperienceHost.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 5196
            Type                          : C+G
            Name                          : C:\Program Files (x86)\Acronis\TrueImageHome\TrueImageMonitor.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 5280
            Type                          : C+G
            Name                          : C:\Program Files\NVIDIA Corporation\NVIDIA GeForce Experience\NVIDIA Share.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 6680
            Type                          : C+G
            Name                          : C:\ProgramData\Wargaming.net\GameCenter\dlls\wgc_renderer_host.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 7536
            Type                          : C+G
            Name                          : C:\Windows\ImmersiveControlPanel\SystemSettings.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 10860
            Type                          : C+G
            Name                          : C:\Windows\explorer.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 10968
            Type                          : C+G
            Name                          : C:\Program Files\WindowsApps\Microsoft.SkypeApp_15.68.96.0_x86__kzf8qxf38zg5c\Skype\Skype.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 12032
            Type                          : C+G
            Name                          : C:\Windows\SystemApps\Microsoft.Windows.StartMenuExperienceHost_cw5n1h2txyewy\StartMenuExperienceHost.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 12324
            Type                          : C+G
            Name                          : C:\Program Files\WindowsApps\Microsoft.ZuneVideo_10.20122.11121.0_x64__8wekyb3d8bbwe\Video.UI.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 13064
            Type                          : C+G
            Name                          : C:\Windows\SystemApps\Microsoft.Windows.Search_cw5n1h2txyewy\SearchApp.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 15752
            Type                          : C+G
            Name                          : C:\Windows\SystemApps\Microsoft.LockApp_cw5n1h2txyewy\LockApp.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 15932
            Type                          : C+G
            Name                          : C:\Program Files\Google\Chrome\Application\chrome.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 15984
            Type                          : C+G
            Name                          : Insufficient Permissions
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 16808
            Type                          : C+G
            Name                          : C:\Program Files\WindowsApps\Microsoft.Windows.Photos_2020.20120.4004.0_x64__8wekyb3d8bbwe\Microsoft.Photos.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 17188
            Type                          : C+G
            Name                          : C:\Program Files\WindowsApps\Microsoft.549981C3F5F10_2.2101.25001.0_x64__8wekyb3d8bbwe\Cortana.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 18280
            Type                          : C+G
            Name                          : C:\Users\levip\AppData\Local\Microsoft\Teams\current\Teams.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 19128
            Type                          : C+G
            Name                          : C:\Program Files\Microsoft Office\root\Office16\OUTLOOK.EXE
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 21016
            Type                          : C+G
            Name                          : C:\Program Files\WindowsApps\Microsoft.SkypeApp_15.68.96.0_x86__kzf8qxf38zg5c\Skype\Skype.exe
            Used GPU Memory               : Not available in WDDM driver model
        GPU instance ID                   : N/A
        Compute instance ID               : N/A
        Process ID                        : 22500
            Type                          : C+G
            Name                          : C:\Program Files\NVIDIA Corporation\NVIDIA GeForce Experience\NVIDIA Share.exe
            Used GPU Memory               : Not available in WDDM driver model ```
@klueska
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klueska commented Feb 9, 2021

@dualvtable Is this related to the issue with forward-compatibility not working in certain container images?

@feynmanliang
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feynmanliang commented Feb 11, 2021 •
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I ran into this issue as well, seems related to NVIDIA/nvidia-container-toolkit#148 as nvidia-container-cli info is still returning CUDA version 11.0. In contrast, nvidia-smi.exe returns CUDA version 11.3 and ./deviceQuery reports driver version 11.3 and runtime version 11.2 (I have installed cuda-toolkit-11-2)

*edit: This is likely a bug in detecting the driver version, since I was able to work around this issue by disabling requirements checking (NVIDIA_DISABLE_REQUIRE)

user@host:/usr/local/cuda/samples/1_Utilities/deviceQuery$ docker run --rm --gpus=all --env NVIDIA_DISABLE_REQUIRE=1 -it nvidia/cuda:11.2.0-cudnn8-devel-ubuntu20.04 nvidia-smi
Thu Feb 11 23:17:43 2021
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 465.00       Driver Version: 465.42       CUDA Version: 11.3     |
|-------------------------------+----------------------+----------------------+
| 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  GeForce GTX 1080    Off  | 00000000:01:00.0  On |                  N/A |
| 21%   56C    P0    43W / 215W |    853MiB /  8192MiB |    ERR!      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+
|   1  GeForce GTX 1080    Off  | 00000000:02:00.0 Off |                  N/A |
|  0%   45C    P8     8W / 215W |    113MiB /  8192MiB |    ERR!      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+

+-----------------------------------------------------------------------------+
| Processes:                                                                  |
|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |
|        ID   ID                                                   Usage      |
|=============================================================================|
|  No running processes found                                                 |
+-----------------------------------------------------------------------------+

@elezar
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elezar commented Feb 12, 2021 •
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Hey @feynmanliang @levipereira. Thanks for reporting the issue. We have a fix in progress to address the fact that we report CUDA version 11.0 on WSL.

For reference: here is the merge request extending WSL support.

@willemavjc
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Thanks for the info. We were facing the same issue since January. Looking forward for the patch.

@ChristophSchranz ChristophSchranz mentioned this issue Feb 22, 2021
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@willemavjc
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@elezar I saw the fix has been internally approved. Does it mean it will ship with some CUDA 11.2 Update 2 or something? If so, have you any idea when will it be released? Thanks :)

@elezar
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elezar commented Mar 10, 2021 •
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Hi @willemavjc. This will ship with the next version of the nvidia-container-toolkit that goes out. We are working on getting a release out, but don't yet have a date for it. The release process is separate from the CUDA release process.

@EricPell
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@elezar Is this in anyway related to the Windows NVIDIA driver superseding the WSL-CUDA driver? Are we closing in on an official release?

@feynmanliang
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The Insiders Preview 470.05 driver has some issues (requires disable/reenable the Display Adapter in Device Manager before /dev/dxg is available in WSL, cannot run CUDA 11.2 nbody example), see https://www.reddit.com/r/bashonubuntuonwindows/comments/m1bud6/first_time_nvidia_driver_47005_from_windows/gqcxujw?utm_source=share&utm_medium=web2x&context=3

@EricPell
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@feynmanliang I am... you could say very aware of that post. Like the most aware of anyone on the planet. I could not possibly be more aware if I had written it.

@willemavjc
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willemavjc commented Mar 12, 2021 •
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CUDA 11.2 Update 2 is out. See release notes here https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html

Not tested yet but eager to check if the fix pointed by @elezar is included:

@nitinthewiz
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From what I'm seeing, this is not fixed in CUDA 11.2 Update 2 -

docker run --gpus all -it nvidia-test
docker: Error response from daemon: OCI runtime create failed: container_linux.go:370: starting container process caused: process_linux.go:459: container init caused: Running hook #0:: error running hook: exit status 1, stdout: , stderr: nvidia-container-cli: requirement error: unsatisfied condition: cuda>=11.2, please update your driver to a newer version, or use an earlier cuda container: unknown.

@elezar mentioned nvidia-container-toolkit, which had it's last release on Feb 5th - https://github.com/NVIDIA/nvidia-container-toolkit/releases

If I understand this correctly, first nvidia-container-toolkit must release, then the drivers need to be updated to use it?

@levipereira
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From what I'm seeing, this is not fixed in CUDA 11.2 Update 2 -

docker run --gpus all -it nvidia-test
docker: Error response from daemon: OCI runtime create failed: container_linux.go:370: starting container process caused: process_linux.go:459: container init caused: Running hook #0:: error running hook: exit status 1, stdout: , stderr: nvidia-container-cli: requirement error: unsatisfied condition: cuda>=11.2, please update your driver to a newer version, or use an earlier cuda container: unknown.

@elezar mentioned nvidia-container-toolkit, which had it's last release on Feb 5th - https://github.com/NVIDIA/nvidia-container-toolkit/releases

If I understand this correctly, first nvidia-container-toolkit must release, then the drivers need to be updated to use it?

It works if you use following Flag --env NVIDIA_DISABLE_REQUIRE=1 as workaround

@nitinthewiz
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Ah, that it does! Interesting... Now I just need to figure out how to build my own docker containers that take the drivers from the devel or runtime containers...

@elezar
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elezar commented Apr 9, 2021

We have not yet released the fix mentioned in the comments above and will post here once this is done. Using NVIDIA_DISABLE_REQUIRE=1 (or using a CUDA 11.0 or earlier container) is a good suggestion.

@willemavjc
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Ah, that it does! Interesting... Now I just need to figure out how to build my own docker containers that take the drivers from the devel or runtime containers...

Pretty easy in fact. We did to match our own "security" rules here. Have a look on the 3 Dockerfile and grab the libs from them. Add them to whatever is your OS container. Works like a charm.

@feynmanliang feynmanliang mentioned this issue Apr 30, 2021
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@Marietto2008
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Marietto2008 commented May 8, 2021 •
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is this bug fixed ? I'm not even able to run this docker container that should work :

root@DESKTOP-N9UN2H3:/mnt/c/Program Files/cmder# docker run --rm --gpus all nvidia/cuda:11.0-cudnn8-devel-ubuntu18.04

Unable to find image 'nvidia/cuda:11.0-cudnn8-devel-ubuntu18.04' locally
11.0-cudnn8-devel-ubuntu18.04: Pulling from nvidia/cuda
171857c49d0f: Pull complete
419640447d26: Pull complete
61e52f862619: Pull complete
2a93278deddf: Pull complete
c9f080049843: Pull complete
8189556b2329: Pull complete
c306a0c97a55: Pull complete
4a9478bd0b24: Pull complete
19a76c31766d: Pull complete
Digest: sha256:11777cee30f0bbd7cb4a3da562fdd0926adb2af02069dad7cf2e339ec1dad036
Status: Downloaded newer image for nvidia/cuda:11.0-cudnn8-devel-ubuntu18.04
docker: Error response from daemon: OCI runtime create failed: container_linux.go:367: starting container process caused: process_linux.go:495: container init caused: Running hook #0:: error running hook: exit status 1, stdout: , stderr: nvidia-container-cli: initialization error: driver error: failed to process request: unknown.

in addition :

root@DESKTOP-N9UN2H3:/mnt/c/Program Files/cmder# nvidia-smi
NVIDIA-SMI has failed because it couldn't communicate with the NVIDIA driver. Make sure that the latest NVIDIA driver is installed and running.

Failed to properly shut down NVML: Driver Not Loaded

(I'm using windows 10 build 21376co_release.210503-1432

on the host I have installed the nvidia driver vers. 470.14 and inside WSL I have installed ubuntu 20.04 with the cuda-toolkit-11-0. This is the tutorial that I have read :

https://dilililabs.com/zh/blog/2021/01/26/deploying-docker-with-gpu-support-on-windows-subsystem-for-linux/

root@DESKTOP-N9UN2H3:/mnt/c/Program Files/cmder# docker --version
Docker version 20.10.6, build 370c289

@elezar
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elezar commented May 10, 2021

@Marietto2008 there is an issue with NVML in the 470 driver (#1496 (comment)) that will be addressed soon.

@levipereira
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Driver 471.11 fixed the problems!

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8 participants
@klueska @willemavjc @Marietto2008 @elezar @feynmanliang @nitinthewiz @levipereira @EricPell