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Failed to create a vertex AI workbench notebook with g2 machine

I want to create a g2 machine with L4 GPU for vertex AI workbench instance. After I configured everything, i got the following error when creating it in my console.

"Could not create notebook: Invalid value at 'instance.accelerator_config.type' (type.googleapis.com/google.cloud.notebooks.v1.Instance.AcceleratorType), "NVIDIA_L4"

Could anyone help a bit? I just simply selected g2-standard-8 and the configurations are all default.

 

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