How do I make W&B Launch work with Tensorflow on GPU?
For TensorFlow jobs using GPUs, specify a custom base image for the container build. This ensures proper GPU utilization during runs. Add an image tag under the builder.accelerator.base_image
key in the resource configuration. For example:
{
"gpus": "all",
"builder": {
"accelerator": {
"base_image": "tensorflow/tensorflow:latest-gpu"
}
}
}
In versions prior to W&B 0.15.6, use cuda
instead of accelerator
as the parent key for base_image
.