{
  "_doc": "训练心跳事件 schema · 由 GPU 服务器 progress-reporter.sh 通过 GitHub repository_dispatch 发送 · 仓库一侧 training-dashboard.yml workflow 接收并合并到 data/training/state.json",
  "_event_type": "training-progress",
  "client_payload_schema": {
    "phase": "string · idle | bootstrapping | downloading-corpus | preprocessing | training | evaluating | done | error",
    "phase_label": "string · 中文短语，例如 '训练第 100/1000 步'",
    "level": "string · info | warning | error · (可选, 默认 info)",
    "message": "string · 写入 timeline 的事件描述",
    "progress": {
      "step": "number",
      "total_steps": "number",
      "epoch": "number",
      "total_epochs": "number",
      "loss": "number",
      "learning_rate": "number",
      "throughput_samples_per_sec": "number",
      "eta_seconds": "number",
      "elapsed_seconds": "number"
    },
    "gpu_metrics": {
      "snapshot_at": "ISO 8601 string",
      "devices": [
        {
          "index": "number",
          "name": "string",
          "util_percent": "number",
          "memory_used_mib": "number",
          "memory_total_mib": "number",
          "temperature_c": "number",
          "power_w": "number"
        }
      ]
    },
    "cos": {
      "raw_files": "number",
      "processed_files": "number",
      "checkpoints": "number"
    },
    "health": {
      "status": "string · ok | warning | error | idle",
      "message": "string"
    }
  },
  "_minimum_fields": ["phase"],
  "_example": {
    "phase": "training",
    "phase_label": "训练第 100/1000 步 · loss=2.31",
    "message": "step=100 loss=2.31 lr=2.0e-5",
    "progress": {
      "step": 100,
      "total_steps": 1000,
      "epoch": 1,
      "total_epochs": 3,
      "loss": 2.31,
      "learning_rate": 2.0e-5,
      "throughput_samples_per_sec": 1.8,
      "eta_seconds": 4500,
      "elapsed_seconds": 540
    },
    "gpu_metrics": {
      "snapshot_at": "2026-05-02T17:00:00Z",
      "devices": [
        { "index": 0, "name": "Tesla V100-SXM2-32GB", "util_percent": 99, "memory_used_mib": 28000, "memory_total_mib": 32510, "temperature_c": 72, "power_w": 280 }
      ]
    },
    "health": { "status": "ok", "message": "训练正常 · 4 卡满载" }
  }
}