examples/test-t5-monitor.okt

# okto_version: "1.2"

# Teste 2: T5 com MONITOR - Métricas Completas
# Modelo: google/t5-small
# Objetivo: Testar bloco MONITOR com tracking de métricas

PROJECT "test_t5_monitor"
DESCRIPTION "Teste T5 com bloco MONITOR - tracking completo de métricas"

ENV {
  accelerator: "gpu"
  min_memory: "4GB"
  precision: "fp16"
  backend: "oktoseek"
  install_missing: true
}

DATASET {
  train: "dataset/train.jsonl"
  validation: "dataset/val.jsonl"
}

MODEL {
  base: "t5-small"
  device: "auto"
}

TRAIN {
  epochs: 5
  batch_size: 8
  learning_rate: 0.0001
  device: "auto"
}

MONITOR {
  metrics: [
    "loss",
    "val_loss",
    "accuracy",
    "perplexity",
    "gpu_usage",
    "ram_usage",
    "throughput",
    "latency"
  ]
  notify_if {
    loss > 2.0
    val_loss > 2.5
    gpu_usage > 90%
  }
  log_to: "logs/training_monitor.log"
}

EXPORT {
  format: ["okm"]
  path: "export/"
}