MATIH Platform is in active MVP development. Documentation reflects current implementation status.
15. Workbench Architecture
ML Workbench
Training & Cost

Training and Cost

The training components at frontend/ml-workbench/src/components/Training/ provide training lifecycle management with cost tracking and resource monitoring.

Components

CostWidget

File: frontend/ml-workbench/src/components/Training/CostWidget.tsx

Compact cost display widget showing current training costs, estimated total, and cost-per-epoch metrics.

CostBreakdown

File: frontend/ml-workbench/src/components/Training/CostBreakdown.tsx

Detailed cost breakdown by resource type:

  • GPU hours and cost
  • CPU hours and cost
  • Storage costs
  • Network transfer costs
  • Comparison with budget allocation
Model MonitoringNotebook Editor