Get Training Details

Page Outline

• Path Parameters
• Query Parameters
• Behavior
• Response

---

Returns a comprehensive summary of a training run, including timeline, resource usage, pipeline stage durations, and final status.

Base Path: /api/v1/models

Method: GET

Path: /{model_id}/training-metrics/details

Alias: /{model_id}/training/metrics/details

Auth: Requires a valid Bearer token (Authorization: Bearer <JWT>)

Path Parameters

Parameter	Type	Description
model_id	string	Unique identifier of the model

Query Parameters

Parameter	Type	Default	Description
run_id	string	—	Specific training run ID. Defaults to the most recent run

Behavior

• Provides a full breakdown of the training pipeline, including time spent in each stage (preprocessing, algorithm search, evaluation, post-processing).
• Resource metrics (CPU, memory peak) are included when available from the execution environment.
• Returns HTTP 404 if the model or run is not found.
• Alias path /training/metrics/details is fully supported.

Response

Returns a TrainingDetails object.

{
  "model_id": "mdl-7f3a19bc",
  "run_id": "run-20260313-a4b9c2",
  "status": "completed",
  "started_at": "2026-03-13T16:10:00Z",
  "completed_at": "2026-03-13T16:15:12Z",
  "duration_seconds": 312,
  "pipeline_stages": {
    "data_validation": 8,
    "preprocessing": 22,
    "algorithm_search": 210,
    "evaluation": 48,
    "artifact_upload": 24
  },
  "resource_usage": {
    "peak_cpu_percent": 94.2,
    "peak_memory_mb": 3840,
    "worker_type": "cpu-4x"
  },
  "dataset_id": "ds-abc123",
  "dataset_rows_used": 84200,
  "final_algorithm": "xgboost",
  "version_created": "ver-001"
}