trainer_state.json

{
  "best_metric": 0.4245333333333333,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0833/checkpoints/checkpoint-2331",
  "epoch": 7.0,
  "eval_steps": 500,
  "global_step": 2331,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 20.952621459960938,
      "learning_rate": 0.0002887841425059038,
      "loss": 3.386,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.19866666666666666,
      "eval_loss": 2.990161418914795,
      "eval_runtime": 10.9539,
      "eval_samples_per_second": 342.343,
      "eval_steps_per_second": 5.386,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 21.175504684448242,
      "learning_rate": 0.0002564405961135417,
      "loss": 2.8443,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.26613333333333333,
      "eval_loss": 2.707578659057617,
      "eval_runtime": 10.8603,
      "eval_samples_per_second": 345.294,
      "eval_steps_per_second": 5.433,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 25.48911476135254,
      "learning_rate": 0.0002078924338492993,
      "loss": 2.5585,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.3221333333333333,
      "eval_loss": 2.4773309230804443,
      "eval_runtime": 10.8301,
      "eval_samples_per_second": 346.258,
      "eval_steps_per_second": 5.448,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 24.555652618408203,
      "learning_rate": 0.00015053067332772077,
      "loss": 2.2852,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.37146666666666667,
      "eval_loss": 2.281773328781128,
      "eval_runtime": 10.855,
      "eval_samples_per_second": 345.464,
      "eval_steps_per_second": 5.435,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 32.06581497192383,
      "learning_rate": 9.308812260256249e-05,
      "loss": 1.9778,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.3957333333333333,
      "eval_loss": 2.2004384994506836,
      "eval_runtime": 10.8553,
      "eval_samples_per_second": 345.454,
      "eval_steps_per_second": 5.435,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 24.560232162475586,
      "learning_rate": 4.4309889303710674e-05,
      "loss": 1.6037,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.42213333333333336,
      "eval_loss": 2.187387466430664,
      "eval_runtime": 10.8831,
      "eval_samples_per_second": 344.572,
      "eval_steps_per_second": 5.421,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 14.999958038330078,
      "learning_rate": 1.1622017275129708e-05,
      "loss": 1.1678,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.4245333333333333,
      "eval_loss": 2.3592259883880615,
      "eval_runtime": 11.3521,
      "eval_samples_per_second": 330.334,
      "eval_steps_per_second": 5.197,
      "step": 2331
    }
  ],
  "logging_steps": 500,
  "max_steps": 2664,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 8,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 1.153189244358144e+19,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}