trainer_state.json

{
  "best_metric": 0.5598526703499079,
  "best_model_checkpoint": "videomae-base-finetuned-lift-data-resize/checkpoint-76",
  "epoch": 7.078947368421052,
  "eval_steps": 500,
  "global_step": 76,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.13157894736842105,
      "grad_norm": 5.784543514251709,
      "learning_rate": 4.8529411764705885e-05,
      "loss": 1.6087,
      "step": 10
    },
    {
      "epoch": 0.13157894736842105,
      "eval_accuracy": 0.2596685082872928,
      "eval_loss": 1.8482669591903687,
      "eval_runtime": 1902.2155,
      "eval_samples_per_second": 0.285,
      "eval_steps_per_second": 0.018,
      "step": 10
    },
    {
      "epoch": 1.131578947368421,
      "grad_norm": 5.533542633056641,
      "learning_rate": 4.11764705882353e-05,
      "loss": 1.3273,
      "step": 20
    },
    {
      "epoch": 1.131578947368421,
      "eval_accuracy": 0.2983425414364641,
      "eval_loss": 1.445150375366211,
      "eval_runtime": 1919.0254,
      "eval_samples_per_second": 0.283,
      "eval_steps_per_second": 0.018,
      "step": 20
    },
    {
      "epoch": 2.1315789473684212,
      "grad_norm": 5.178999900817871,
      "learning_rate": 3.382352941176471e-05,
      "loss": 1.2351,
      "step": 30
    },
    {
      "epoch": 2.1315789473684212,
      "eval_accuracy": 0.27992633517495397,
      "eval_loss": 1.5890227556228638,
      "eval_runtime": 1917.7799,
      "eval_samples_per_second": 0.283,
      "eval_steps_per_second": 0.018,
      "step": 30
    },
    {
      "epoch": 3.1315789473684212,
      "grad_norm": 6.05620813369751,
      "learning_rate": 2.647058823529412e-05,
      "loss": 1.1635,
      "step": 40
    },
    {
      "epoch": 3.1315789473684212,
      "eval_accuracy": 0.29097605893186,
      "eval_loss": 1.3829658031463623,
      "eval_runtime": 1908.1474,
      "eval_samples_per_second": 0.285,
      "eval_steps_per_second": 0.018,
      "step": 40
    },
    {
      "epoch": 4.131578947368421,
      "grad_norm": 6.08853006362915,
      "learning_rate": 1.9117647058823528e-05,
      "loss": 1.0374,
      "step": 50
    },
    {
      "epoch": 4.131578947368421,
      "eval_accuracy": 0.3001841620626151,
      "eval_loss": 1.3681721687316895,
      "eval_runtime": 1920.2107,
      "eval_samples_per_second": 0.283,
      "eval_steps_per_second": 0.018,
      "step": 50
    },
    {
      "epoch": 5.131578947368421,
      "grad_norm": 8.272621154785156,
      "learning_rate": 1.1764705882352942e-05,
      "loss": 0.9699,
      "step": 60
    },
    {
      "epoch": 5.131578947368421,
      "eval_accuracy": 0.5322283609576427,
      "eval_loss": 1.2128217220306396,
      "eval_runtime": 1939.0306,
      "eval_samples_per_second": 0.28,
      "eval_steps_per_second": 0.018,
      "step": 60
    },
    {
      "epoch": 6.131578947368421,
      "grad_norm": 6.870037078857422,
      "learning_rate": 4.411764705882353e-06,
      "loss": 0.8748,
      "step": 70
    },
    {
      "epoch": 6.131578947368421,
      "eval_accuracy": 0.5561694290976059,
      "eval_loss": 1.0850194692611694,
      "eval_runtime": 1915.7845,
      "eval_samples_per_second": 0.283,
      "eval_steps_per_second": 0.018,
      "step": 70
    },
    {
      "epoch": 7.078947368421052,
      "eval_accuracy": 0.5598526703499079,
      "eval_loss": 1.0720747709274292,
      "eval_runtime": 1934.2154,
      "eval_samples_per_second": 0.281,
      "eval_steps_per_second": 0.018,
      "step": 76
    },
    {
      "epoch": 7.078947368421052,
      "step": 76,
      "total_flos": 1.4890870230147072e+18,
      "train_loss": 1.143978382411756,
      "train_runtime": 20019.1589,
      "train_samples_per_second": 0.061,
      "train_steps_per_second": 0.004
    },
    {
      "epoch": 7.078947368421052,
      "eval_accuracy": 0.7972027972027972,
      "eval_loss": 0.7926375269889832,
      "eval_runtime": 1534.4439,
      "eval_samples_per_second": 0.28,
      "eval_steps_per_second": 0.018,
      "step": 76
    },
    {
      "epoch": 7.078947368421052,
      "eval_accuracy": 0.7972027972027972,
      "eval_loss": 0.7915867567062378,
      "eval_runtime": 1521.5044,
      "eval_samples_per_second": 0.282,
      "eval_steps_per_second": 0.018,
      "step": 76
    }
  ],
  "logging_steps": 10,
  "max_steps": 76,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 9223372036854775807,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.4890870230147072e+18,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}