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Using gcr.io/cos-cloud/cos-gpu-installer:latest to install Nvidia GPU drivers on compute instances on start up fails to install drivers, as a result Tensorflow operations only recognize CPU devices. we are forced to downgrade to a previous stable image version as a workaround as GPU support is required, but ideally latest should be used.
Looking at the gcr.io container registry for this image gcr.io/cos-cloud/cos-gpu-installer:latest there has been a new release of a latest and a v2.0.0 version release as of 22/07/2020, neither of these images install graphics drivers. downgrading to v20200701 is installing drivers as expected.
Our compute instances are using 2x Tesla P100-PCIE-16GB FYI
Using latest
Results in the below log on instance start up:
Tensor flow only is able recognise CPUs using latest:
Using v20200701
We are able to see GPU drivers installed and GPUs are visible using Nvidia-smi
Tensorflow is then able recognise GPUs using v20200701:
Using gcr.io/cos-cloud/cos-gpu-installer:latest to install Nvidia GPU drivers on compute instances on start up fails to install drivers, as a result Tensorflow operations only recognize CPU devices. we are forced to downgrade to a previous stable image version as a workaround as GPU support is required, but ideally latest should be used.
Looking at the gcr.io container registry for this image gcr.io/cos-cloud/cos-gpu-installer:latest there has been a new release of a latest and a v2.0.0 version release as of 22/07/2020, neither of these images install graphics drivers. downgrading to v20200701 is installing drivers as expected.
Our compute instances are using 2x Tesla P100-PCIE-16GB FYI
Using latest
Results in the below log on instance start up:
Tensor flow only is able recognise CPUs using latest:
Using v20200701
We are able to see GPU drivers installed and GPUs are visible using Nvidia-smi
Tensorflow is then able recognise GPUs using v20200701: