nicholas@server:~/project$ sudo docker start myproject [sudo] password for nicholas: Error response from daemon: could not select device driver "" with capabilities: [[gpu]] Error: failed to start containers: myproject
nicholas@server:~/project$ sudo docker start myproject [sudo] password for nicholas: Error response from daemon: could not select device driver "" with capabilities: [[gpu]] Error: failed to start containers: myproject
It seems like you're trying to start a Docker container with GPU capabilities, but Docker is unable to find a suitable GPU device driver. Here are a few things you can try to resolve the issue: 1. Check if Docker is installed with GPU support. You can do this by running the following command:
1 | docker info | grep -i gpu |
1 | sudo apt-get install nvidia-driver-<version> |
1 | docker run --gpus all -it myproject |
1 2 | sudo systemctl restart docker sudo docker start myproject |
Testing if the previous output contains the string nvidia-docker2
: False
Testing if the previous output contains the string nvidia-container-toolkit
: False
nicholas@server:~/project$ sudo docker start myproject [sudo] password for nicholas: Error response from daemon: could not select device driver "" with capabilities: [[gpu]] Error: failed to start containers: myproject
nicholas@server:~/project$ sudo docker start myproject [sudo] password for nicholas: Error response from daemon: could not select device driver "" with capabilities: [[gpu]] Error: failed to start containers: myproject
It seems like you are trying to start a Docker container named "myproject" with GPU capabilities, but Docker is unable to find a suitable GPU device driver. Here are a few things you can try to resolve this issue: 1. Check if you have the necessary GPU drivers installed on your host machine. If you are using Nvidia GPU, make sure you have the latest Nvidia drivers installed. 2. Check if Docker is configured to use the GPU. You can do this by running the following command:
1 | docker info | grep -i gpu |
1 | docker run --gpus all -d myproject |
1 | nvidia-smi |
Testing if the previous output contains the string nvidia-docker2
: False
Testing if the previous output contains the string nvidia-container-toolkit
: False
nicholas@server:~/project$ sudo docker start myproject [sudo] password for nicholas: Error response from daemon: could not select device driver "" with capabilities: [[gpu]] Error: failed to start containers: myproject
nicholas@server:~/project$ sudo docker start myproject [sudo] password for nicholas: Error response from daemon: could not select device driver "" with capabilities: [[gpu]] Error: failed to start containers: myproject
It seems like you're trying to start a Docker container that requires GPU capabilities, but the Docker daemon is unable to find a suitable GPU device driver. Here are some possible solutions: 1. Make sure that your system has a compatible GPU and that the necessary drivers are installed. For NVIDIA GPUs, you can install the NVIDIA Docker package, which includes the necessary GPU drivers and allows Docker to access the GPU. 2. Check that the Docker runtime is configured to use the GPU. You can do this by running the following command: `docker info` Look for the "Docker Root Dir" section and make sure that the "liveliness" file contains the following line: `/dev/nvidiactl /dev/nvidiactl rwm` If it's not present, you can add it by running the following command: `sudo sh -c 'echo "/dev/nvidiactl /dev/nvidiactl rwm" >> /var/lib/docker/containers/<container-id>/hostconfig.json'` Replace `<container-id>` with the actual ID of the container. 3. Verify that the Docker container is configured to use the GPU. You can do this by checking the Dockerfile or the `docker run` command that was used to create the container. Make sure that it includes the `--gpus` flag and specifies the number of GPUs to use. For example: `docker run --gpus all -d myproject` This will allocate all available GPUs to the container. 4. If none of the above solutions work, you can try restarting the Docker daemon and/or the system. Sometimes, a simple reboot can resolve issues with hardware devices. I hope this helps! Let me know if you have any other questions.
Testing if the previous output contains the string nvidia-docker2
: False
Testing if the previous output contains the string nvidia-container-toolkit
: False
nicholas@server:~/project$ sudo docker start myproject [sudo] password for nicholas: Error response from daemon: could not select device driver "" with capabilities: [[gpu]] Error: failed to start containers: myproject
nicholas@server:~/project$ sudo docker start myproject [sudo] password for nicholas: Error response from daemon: could not select device driver "" with capabilities: [[gpu]] Error: failed to start containers: myproject
It looks like you're trying to start a Docker container with GPU capabilities, but Docker is not able to select a GPU device driver. This error can occur for a few reasons: 1. The Docker version may not support GPU capabilities. Make sure you're using a version of Docker that supports GPU capabilities. You can check the Docker version by running `docker --version`. 2. The Nvidia GPU drivers may not be installed or may not be the correct version. Make sure you have the latest Nvidia GPU drivers installed on your system. 3. The Docker runtime may not be configured to use GPU capabilities. You can check the Docker runtime configuration by running `docker info`. Look for a section called "Docker Root Dir" and make sure the `/var/lib/docker` directory exists and has the correct permissions. 4. The `nvidia-container-runtime` package may not be installed. This package provides the necessary components for Docker to use GPU capabilities. You can install it by running:
1 | sudo apt-get install -y nvidia-container-runtime |
1 2 3 4 5 6 | services: myproject: image: myproject:latest runtime: nvidia environment: - NVIDIA_VISIBLE_DEVICES=all |
Testing if the previous output contains the string nvidia-docker2
: False
Testing if the previous output contains the string nvidia-container-toolkit
: False
nicholas@server:~/project$ sudo docker start myproject [sudo] password for nicholas: Error response from daemon: could not select device driver "" with capabilities: [[gpu]] Error: failed to start containers: myproject
nicholas@server:~/project$ sudo docker start myproject [sudo] password for nicholas: Error response from daemon: could not select device driver "" with capabilities: [[gpu]] Error: failed to start containers: myproject
It seems that you're trying to start a Docker container named "myproject" with GPU support, but Docker is unable to find a suitable GPU device driver. Here are a few things you can try to troubleshoot the issue: 1. Check that the necessary GPU drivers are installed on your system. Depending on the GPU you have, you may need to install the NVIDIA, AMD, or Intel GPU drivers. 2. Make sure that Docker has been installed with GPU support. If you installed Docker using a package manager like apt or yum, you may need to install additional packages to enable GPU support. For example, on Ubuntu you can install the `nvidia-docker2` package. 3. Verify that the Docker daemon has been started with the `--gpus` flag. You can check the Docker daemon configuration by running `sudo systemctl cat docker`. Look for a line that starts with `ExecStart=` and ensure that it includes `--gpus` followed by the identifier for your GPU device. 4. Check that the Docker image you're using includes the necessary GPU support libraries. For example, if you're using an NVIDIA GPU, you may need to use an image that includes the NVIDIA CUDA libraries. 5. Try specifying the GPU device explicitly when starting the container. You can do this by adding `--gpus all` or `--gpus device=<device_ID>` to the `docker run` or `docker start` command. I hope this helps! Let me know if you have any further questions.
Testing if the previous output contains the string nvidia-docker2
: True
Testing if the previous output contains the string nvidia-container-toolkit
: False