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tensorkube job

Manage, deploy and queue jobs on Tensorfuse. Usage: 
tensorkube job COMMAND [ARGS]...
Options:
  • --help BOOL [default: false]: Show this message and exit.
Commands:
  • deploy: Deploy and orchestrate a job on Tenosrfuse.
  • delete: Delete a job from Tensorfuse.
  • queue: Queue an instance of a deployed job on Tensorfuse.
  • get: Get the status of a job instance.
  • list: List all jobs or a specific job on Tensorfuse.
  • logs: Stream the logs for a specific job instance.
  • oneshot: IN ALPHA; DO NOT USE. Manage and deploy one-shot jobs on Tensorfuse.

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tensorkube job deploy

Deploy and orchestrate a job on Tenosrfuse. This command orchestrates the infrastructure needed for jobs such as queues, buckets and key-value stores. It also builds the container image for the job and pushes it to the container registry. Usage: 
tensorkube job deploy [OPTIONS]
Options:
  • --name TEXT: Name of the job to deploy.
  • --gpus INTEGER [default: 0]: Number of GPUs needed for an instance of the job.
  • --gpu-type Choice(['V100', 'A10G', 'T4', 'L4', 'L40S', 'A100', 'H100']): Type of GPU.
  • --cpu FLOAT [default: 100]: Number of CPU millicores. 1000 = 1 CPU
  • --memory FLOAT [default: 200]: Amount of RAM in megabytes.
  • --secret TEXT: Secrets that are required by the job.
  • --max-scale INTEGER [default: 3]: Maximum number of jobs to run concurrently.
  • --update BOOLEAN [default: False]: Update the job if it already exists.
  • --efs BOOLEAN [default: False]: Flag to use EFS for the deployment.
  • --help BOOL [default: false]: Show this message and exit.

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tensorkube job delete

Delete a job from Tensorfuse. This command also de-provisions a job’s infrastructure such as queues, buckets and key-value stores. Usage: 
tensorkube job delete [OPTIONS]
Options:
  • --job-name TEXT: Name of the job to delete.
  • --help BOOL [default: false]: Show this message and exit.

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tensorkube job queue

Queue an instance of a deployed job on Tensorfuse. The payload is a JSON string that is passed to the job instance. Usage: 
tensorkube job queue [OPTIONS]
Options:
  • --job-name TEXT: Name of the job to delete.
  • --job-id TEXT: Unique id for the job instance.
  • --payload TEXT: Payload of the job to delete.
  • --help BOOL [default: false]: Show this message and exit.

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tensorkube job get

Get the status of a job instance. Usage: 
tensorkube job get [OPTIONS]
Options:
  • --job-name TEXT: Name of the job to deploy.
  • --job-id TEXT: Unique id of the job instance.
  • --help BOOL [default: false]: Show this message and exit.

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tensorkube job list

List all jobs or a specific job on Tensorfuse.
  1. If no job name is provided, all jobs are listed.
  2. If a job name is provided, the status of that job is displayed.
Usage: 
tensorkube job list [OPTIONS]
Options:
  • --job-name TEXT: Name of the job to deploy.
  • --help BOOL [default: false]: Show this message and exit.

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tensorkube job logs

Stream the logs for a specific job instance. This command works only if the job is currently in progress. Usage: 
tensorkube job logs [OPTIONS]
Options:
  • --job-name TEXT: Name of the job whose logs to display.
  • --help BOOL [default: false]: Show this message and exit.

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tensorkube job oneshot

IN ALPHA; DO NOT USE. Manage and deploy one-shot jobs on Tensorfuse. Usage: 
tensorkube job oneshot COMMAND [ARGS]...
Options:
  • --help BOOL [default: false]: Show this message and exit.
Commands:
  • deploy: No description.