trainer_state.json

{
  "best_metric": 0.9785185185185186,
  "best_model_checkpoint": "vit-mae-base-finetuned-eurosat/checkpoint-141",
  "epoch": 2.968421052631579,
  "eval_steps": 500,
  "global_step": 141,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.21052631578947367,
      "grad_norm": 3.079359292984009,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 2.1965,
      "step": 10
    },
    {
      "epoch": 0.42105263157894735,
      "grad_norm": 1.6466779708862305,
      "learning_rate": 4.801587301587302e-05,
      "loss": 1.1697,
      "step": 20
    },
    {
      "epoch": 0.631578947368421,
      "grad_norm": 0.9692021012306213,
      "learning_rate": 4.404761904761905e-05,
      "loss": 0.4723,
      "step": 30
    },
    {
      "epoch": 0.8421052631578947,
      "grad_norm": 1.0668781995773315,
      "learning_rate": 4.007936507936508e-05,
      "loss": 0.274,
      "step": 40
    },
    {
      "epoch": 0.9894736842105263,
      "eval_accuracy": 0.9618518518518518,
      "eval_loss": 0.13042595982551575,
      "eval_runtime": 6.1004,
      "eval_samples_per_second": 442.594,
      "eval_steps_per_second": 3.606,
      "step": 47
    },
    {
      "epoch": 1.0526315789473684,
      "grad_norm": 0.8004966974258423,
      "learning_rate": 3.611111111111111e-05,
      "loss": 0.2051,
      "step": 50
    },
    {
      "epoch": 1.263157894736842,
      "grad_norm": 1.0032081604003906,
      "learning_rate": 3.2142857142857144e-05,
      "loss": 0.1876,
      "step": 60
    },
    {
      "epoch": 1.4736842105263157,
      "grad_norm": 1.218029260635376,
      "learning_rate": 2.8174603174603175e-05,
      "loss": 0.161,
      "step": 70
    },
    {
      "epoch": 1.6842105263157894,
      "grad_norm": 1.2025845050811768,
      "learning_rate": 2.4206349206349206e-05,
      "loss": 0.1434,
      "step": 80
    },
    {
      "epoch": 1.8947368421052633,
      "grad_norm": 1.054893136024475,
      "learning_rate": 2.023809523809524e-05,
      "loss": 0.137,
      "step": 90
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9762962962962963,
      "eval_loss": 0.08248429000377655,
      "eval_runtime": 6.1084,
      "eval_samples_per_second": 442.017,
      "eval_steps_per_second": 3.602,
      "step": 95
    },
    {
      "epoch": 2.1052631578947367,
      "grad_norm": 1.0172799825668335,
      "learning_rate": 1.626984126984127e-05,
      "loss": 0.1453,
      "step": 100
    },
    {
      "epoch": 2.3157894736842106,
      "grad_norm": 0.862003743648529,
      "learning_rate": 1.2301587301587301e-05,
      "loss": 0.1379,
      "step": 110
    },
    {
      "epoch": 2.526315789473684,
      "grad_norm": 0.868192732334137,
      "learning_rate": 8.333333333333334e-06,
      "loss": 0.1256,
      "step": 120
    },
    {
      "epoch": 2.736842105263158,
      "grad_norm": 0.8207984566688538,
      "learning_rate": 4.365079365079365e-06,
      "loss": 0.1152,
      "step": 130
    },
    {
      "epoch": 2.9473684210526314,
      "grad_norm": 0.761037290096283,
      "learning_rate": 3.9682539682539683e-07,
      "loss": 0.1401,
      "step": 140
    },
    {
      "epoch": 2.968421052631579,
      "eval_accuracy": 0.9785185185185186,
      "eval_loss": 0.06672514975070953,
      "eval_runtime": 6.7122,
      "eval_samples_per_second": 402.254,
      "eval_steps_per_second": 3.278,
      "step": 141
    },
    {
      "epoch": 2.968421052631579,
      "step": 141,
      "total_flos": 5.591602932074643e+18,
      "train_loss": 0.39885918373334495,
      "train_runtime": 292.9944,
      "train_samples_per_second": 248.81,
      "train_steps_per_second": 0.481
    }
  ],
  "logging_steps": 10,
  "max_steps": 141,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "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": 5.591602932074643e+18,
  "train_batch_size": 128,
  "trial_name": null,
  "trial_params": null
}