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Manage a shared local wandb-core service for multi-process workloads. wandb-core is the local backend process that handles run data, file uploads, and system metrics collection. By default, each process that calls wandb.init() starts its own backend. On a machine running many independent workers, that duplicates work and wastes CPU and memory. Use these commands to start one detached wandb-core instance and point multiple workers on the same machine at it with the WANDB_SERVICE environment variable. Typical workflow: 
$ wandb beta core start
$ export WANDB_SERVICE=printed_value
$ python -m your_launcher
$ wandb beta core stop
For shell scripts, capture the raw WANDB_SERVICE value from stdout: 
$ export WANDB_SERVICE="$(wandb beta core start)"
The shared service exits after 10 minutes of idleness by default. Override this with —idle-timeout on the start command.

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Usage

wandb beta core COMMAND [ARGS]...

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Commands

CommandDescription
startStart a detached wandb-core service.
stopStop a detached wandb-core service.