Tasks are designed to create dedicated endpoints for the provided official models or for custom models derived from the artifacts you have built.

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View Tasks

  1. Click “Resources Overview” in the upper right corner of the menu. image-20250320142338452
  2. Click on “Tasks” in the left-hand menu.You can view tasks dashboard. image-20250320142756262
  • Name: Task name.
  • Artifact: Task created from which artifact.
  • Spec: One replica required resources specification.
  • Access: Service - dedicated endpoint URL ​ Dashboard - monitor task deployment
  • Schedule: Task’s scheduling, One-off or daily.
  • Created: Task created time
  • Status:
    ​ Idle - The task is not currently running and is waiting for execution. No resources are being used.     ​ In-queue - The task is waiting in line to be executed. ​ Starting - The task is in the process of initializing. Resources are being allocated, and the task is preparing to run. ​ Running - The task is currently executing. Resources are actively being used to perform the task. ​ Need Stop - The task is about to be terminated.
  • Actions: Click button image-20250320144748075 to deactive the running task. ​ Click button image-20250320145006225 to active the idle task. ​ Click Edit menu to edit the task. ​ Click Archive menu to archive the task. ​ image-20250320145128252
  1. Click the status tab to review the tasks corresponding to each status. image-20250320145346198

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Launch Tasks

  1. Click “Launch Task” button to launch task for provided models or customized artifacts.
  2. Setting resource The resource cannot be edited; click the “Next” button. image-20250319164015889
  3. Setting and scheduling Task Name: Define task name. File Path: Specify the script file name to be executed in the Docker image(without the file extension). Fox example, if the image includes a script named serve.py, enter serve here. Deployment Name: Specify the deployment name that will be exposed to the Ray cluster by the script. For example, you can use app as the deployment name. Type: One-off or Daily ​ One-off - The task runs once as scheduled time. ​ Daily - The task runs at the first scheduled time and can update replica numbers at subsequent daily scheduled times. This option is designed for recurring, predictable workloads where scaling needs follow a consistent daily pattern. Timezone: Select the timezone for scheduling. Time: Select the time for scheduling. Replicas: Select the Min replicas and Max replicas for schedule. image-20250319164338359 image-20250319165448700
  4. Summary Review the information in the summary page. After confirmation, click the “Launch” button to launch task. image-20250320145850395
  5. Active the Task In the task list, locate the task and then click button image-20250320145006225 to active the idle task.