Add managed_pathways_service for Pathways-on-Cloud
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This change introduces Managed Pathways Service for GKE. It includes: `tpu_manager.py` uses `kubectl` to deploy a Pathways proxy JobSet on a GKE cluster, sets up port forwarding, and configures JAX environment variables to connect to the proxy. `run_connect_example.py` is an example script to start the proxy. Prerequisite: A Pathways cluster is up and running with Resource Manager and worker pods deployed successfully, e.g., using pw-cluster.yaml. TESTED: on proxy 2 clients each requesting `2 x v5e-32` simultaneously. PiperOrigin-RevId: 801034430
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Add
managed_pathways_servicefor Pathways-on-CloudThis change introduces Managed Pathways Service for GKE. It includes:
tpu_manager.pyuseskubectlto deploy a Pathways proxy JobSet on a GKE cluster, sets up port forwarding, and configures JAX environment variables to connect to the proxy.run_connect_example.pyis an example script to start the proxy. Prerequisite: A Pathways cluster is up and running with Resource Manager and worker pods deployed successfully, e.g., using pw-cluster.yaml.TESTED: on proxy 2 clients each requesting
2 x v5e-32simultaneously.