IS_GPU Flag Integration in Workbook

IS_GPU Flag Integration in Workbook

A new GPU execution configuration has been introduced at both Workbook and Node level to provide better control over GPU-based processing for supported executions.


Key Enhancements

  • Added IS_GPU toggle in Workbook UI settings.
  • IS_GPU remains disabled by default for new and existing workbooks.
  • Users can enable or disable GPU execution directly from the Workbook UI.
  • GPU configuration persists after saving and reopening the workbook.
  • GPU execution support added for eligible GPU-supported workbooks and nodes.
  • Workbook-level GPU execution overrides node-level GPU settings.
  • Unsupported nodes continue execution on CPU processing.

Workbook Level GPU Execution Option

A dedicated GPU Execution option has been added at workbook level. When enabled, all GPU-supported nodes inside the workbook execute using GPU processing.



Node Level GPU Execution Option

GPU execution can also be enabled individually for supported nodes. When workbook-level GPU execution is disabled, only selected GPU-enabled nodes execute on GPU.



Execution Behavior

  • Workbook-level GPU execution enables GPU processing for all supported nodes.
  • Unsupported nodes always execute on CPU processing.
  • If workbook-level GPU execution is disabled, node-level GPU configuration is respected.
  • If workbook-level GPU execution is enabled, it overrides individual node-level GPU settings.

Benefits

  • Improved execution performance for GPU-supported workloads.
  • Flexible GPU management at workbook and node level.
  • Better resource utilization and execution optimization.
  • Simplified GPU configuration directly from UI.
  • Backward compatible with existing workbook execution flows.


    • Related Articles

    • Task Wise GPU Integration for Machine Learning Algorithms.

      Overview GPU execution support has been introduced for supported Machine Learning algorithms to improve processing performance, execution efficiency, and scalability for machine learning workloads. Users can now enable GPU execution at task level for ...
    • Dashboard Approval Flow with Workbench Integration

      1. Introduction This functionality lets you create a flow with Workbench Integration and allows you to set approval mechanism for the dashboards. You can assign/delegate the task of approval for dashboard to the user. User can then take actions of ...
    • Searching Workbook

      You can search for a workbook by its name. It is especially helpful when the workbook list is long. Note: Make sure you are in the correct Workspace, which includes the Workbook that you want to search. To search a project, follow the steps given ...
    • Workbook Validation

      In Rubiscape, you can drag-and-drop algorithms and datasets on the workbook or workflow canvas to build a model. When you run the model, Rubiscape validates it before execution. The validation feature is used to notify the validation errors that ...
    • Workbook Validation

      In Rubiscape, you can drag-and-drop algorithms and datasets on the workbook or workflow canvas to build a model. When you run the model, Rubiscape validates it before execution. The validation feature is used to notify the validation errors that ...