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Observability

Each Slurm launcher writes a job directory under logs/. The files below capture training progress, rollout state, planner decisions, and runtime reconfiguration activity.

File Purpose
training_rank*_*.log Training-rank logs
vllm_*.log Initial rollout-instance logs
runtime_rollout/*.log Runtime-created rollout-instance logs
global_resource_rollout_manifest.json Planned and applied rollout layouts
rollout_process_registry.jsonl Managed rollout-process registry
runtime_reconfiguration/runtime_reconfiguration_events.jsonl Planner decisions and runtime actions
cmlfq_tree_*.json C-MLFQ prefix-tree snapshots
history/*.jsonl Per-step throughput, reward, and queue metrics

History records can be collected and reused for planner calibration. See Runtime History Collection for the file format and collection workflow.