PAI-DLC Deep Learning Job Management

Manage deep learning training jobs on Alibaba Cloud PAI-DLC (Platform for AI - Deep Learning Containers) service.

Scenario Description

PAI-DLC is a distributed training service provided by Alibaba Cloud's AI Platform PAI, supporting:

• Job Creation and Execution — Create distributed training jobs for TensorFlow, PyTorch, XGBoost, and other frameworks
• Job Monitoring — Get job status, logs, events, and monitoring metrics
• Compute Health Check — Check health status of GPU and other compute devices
• Job Management — Update and stop jobs

Architecture: PAI Workspace + DLC Job + Computing Resources (ECS public pay-as-you-go or Lingjun dedicated quota) + AIWorkSpace catalog (images / datasets / code sources / quotas / workspaces).