{
  "best_metric": 0.679702877998352,
  "best_model_checkpoint": "./drive/Shareddrives/CS198-Drones/final_training_output/vit-base-patch16-224_rice-leaf-disease-augmented-v2_tl/checkpoint-1260",
  "epoch": 20.0,
  "eval_steps": 500,
  "global_step": 1260,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 2.9906086921691895,
      "learning_rate": 0.00015,
      "loss": 2.0152,
      "step": 63
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.3482142857142857,
      "eval_loss": 1.7805147171020508,
      "eval_runtime": 10.8133,
      "eval_samples_per_second": 31.073,
      "eval_steps_per_second": 0.277,
      "step": 63
    },
    {
      "epoch": 2.0,
      "grad_norm": 2.7998437881469727,
      "learning_rate": 0.0003,
      "loss": 1.5405,
      "step": 126
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.6071428571428571,
      "eval_loss": 1.2886258363723755,
      "eval_runtime": 10.9701,
      "eval_samples_per_second": 30.629,
      "eval_steps_per_second": 0.273,
      "step": 126
    },
    {
      "epoch": 3.0,
      "grad_norm": 2.3062703609466553,
      "learning_rate": 0.0002977211629518312,
      "loss": 1.128,
      "step": 189
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.6636904761904762,
      "eval_loss": 1.0534131526947021,
      "eval_runtime": 10.8915,
      "eval_samples_per_second": 30.85,
      "eval_steps_per_second": 0.275,
      "step": 189
    },
    {
      "epoch": 4.0,
      "grad_norm": 1.7634103298187256,
      "learning_rate": 0.0002909538931178862,
      "loss": 0.9306,
      "step": 252
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.7113095238095238,
      "eval_loss": 0.9333988428115845,
      "eval_runtime": 15.3684,
      "eval_samples_per_second": 21.863,
      "eval_steps_per_second": 0.195,
      "step": 252
    },
    {
      "epoch": 5.0,
      "grad_norm": 1.6794238090515137,
      "learning_rate": 0.0002799038105676658,
      "loss": 0.8207,
      "step": 315
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.7321428571428571,
      "eval_loss": 0.8421538472175598,
      "eval_runtime": 10.2428,
      "eval_samples_per_second": 32.804,
      "eval_steps_per_second": 0.293,
      "step": 315
    },
    {
      "epoch": 6.0,
      "grad_norm": 1.8601257801055908,
      "learning_rate": 0.00026490666646784665,
      "loss": 0.7481,
      "step": 378
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.7113095238095238,
      "eval_loss": 0.810761034488678,
      "eval_runtime": 10.9444,
      "eval_samples_per_second": 30.701,
      "eval_steps_per_second": 0.274,
      "step": 378
    },
    {
      "epoch": 7.0,
      "grad_norm": 1.816933512687683,
      "learning_rate": 0.0002464181414529809,
      "loss": 0.697,
      "step": 441
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.7410714285714286,
      "eval_loss": 0.7857556343078613,
      "eval_runtime": 10.3899,
      "eval_samples_per_second": 32.339,
      "eval_steps_per_second": 0.289,
      "step": 441
    },
    {
      "epoch": 8.0,
      "grad_norm": 1.5066885948181152,
      "learning_rate": 0.000225,
      "loss": 0.6561,
      "step": 504
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.75,
      "eval_loss": 0.7553501129150391,
      "eval_runtime": 10.8989,
      "eval_samples_per_second": 30.829,
      "eval_steps_per_second": 0.275,
      "step": 504
    },
    {
      "epoch": 9.0,
      "grad_norm": 1.7709600925445557,
      "learning_rate": 0.00020130302149885031,
      "loss": 0.626,
      "step": 567
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.75,
      "eval_loss": 0.7322452664375305,
      "eval_runtime": 10.5137,
      "eval_samples_per_second": 31.958,
      "eval_steps_per_second": 0.285,
      "step": 567
    },
    {
      "epoch": 10.0,
      "grad_norm": 1.6905821561813354,
      "learning_rate": 0.00017604722665003956,
      "loss": 0.6015,
      "step": 630
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.7619047619047619,
      "eval_loss": 0.7166417241096497,
      "eval_runtime": 10.7548,
      "eval_samples_per_second": 31.242,
      "eval_steps_per_second": 0.279,
      "step": 630
    },
    {
      "epoch": 11.0,
      "grad_norm": 1.7408339977264404,
      "learning_rate": 0.00015,
      "loss": 0.5818,
      "step": 693
    },
    {
      "epoch": 11.0,
      "eval_accuracy": 0.7589285714285714,
      "eval_loss": 0.7089646458625793,
      "eval_runtime": 10.7618,
      "eval_samples_per_second": 31.222,
      "eval_steps_per_second": 0.279,
      "step": 693
    },
    {
      "epoch": 12.0,
      "grad_norm": 1.5762419700622559,
      "learning_rate": 0.00012395277334996044,
      "loss": 0.5665,
      "step": 756
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.7589285714285714,
      "eval_loss": 0.6996546983718872,
      "eval_runtime": 10.7759,
      "eval_samples_per_second": 31.181,
      "eval_steps_per_second": 0.278,
      "step": 756
    },
    {
      "epoch": 13.0,
      "grad_norm": 2.082526922225952,
      "learning_rate": 9.869697850114969e-05,
      "loss": 0.5557,
      "step": 819
    },
    {
      "epoch": 13.0,
      "eval_accuracy": 0.7589285714285714,
      "eval_loss": 0.6915065050125122,
      "eval_runtime": 10.9156,
      "eval_samples_per_second": 30.782,
      "eval_steps_per_second": 0.275,
      "step": 819
    },
    {
      "epoch": 14.0,
      "grad_norm": 1.8890206813812256,
      "learning_rate": 7.500000000000002e-05,
      "loss": 0.5458,
      "step": 882
    },
    {
      "epoch": 14.0,
      "eval_accuracy": 0.7648809523809523,
      "eval_loss": 0.6875688433647156,
      "eval_runtime": 10.8297,
      "eval_samples_per_second": 31.026,
      "eval_steps_per_second": 0.277,
      "step": 882
    },
    {
      "epoch": 15.0,
      "grad_norm": 1.422352910041809,
      "learning_rate": 5.358185854701909e-05,
      "loss": 0.5378,
      "step": 945
    },
    {
      "epoch": 15.0,
      "eval_accuracy": 0.7619047619047619,
      "eval_loss": 0.682266891002655,
      "eval_runtime": 10.7493,
      "eval_samples_per_second": 31.258,
      "eval_steps_per_second": 0.279,
      "step": 945
    },
    {
      "epoch": 16.0,
      "grad_norm": 1.3667608499526978,
      "learning_rate": 3.509333353215331e-05,
      "loss": 0.5335,
      "step": 1008
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.7678571428571429,
      "eval_loss": 0.6814180612564087,
      "eval_runtime": 10.6615,
      "eval_samples_per_second": 31.515,
      "eval_steps_per_second": 0.281,
      "step": 1008
    },
    {
      "epoch": 17.0,
      "grad_norm": 1.8170311450958252,
      "learning_rate": 2.009618943233419e-05,
      "loss": 0.5298,
      "step": 1071
    },
    {
      "epoch": 17.0,
      "eval_accuracy": 0.7708333333333334,
      "eval_loss": 0.6809626817703247,
      "eval_runtime": 11.1963,
      "eval_samples_per_second": 30.01,
      "eval_steps_per_second": 0.268,
      "step": 1071
    },
    {
      "epoch": 18.0,
      "grad_norm": 1.4589533805847168,
      "learning_rate": 9.046106882113751e-06,
      "loss": 0.5277,
      "step": 1134
    },
    {
      "epoch": 18.0,
      "eval_accuracy": 0.7708333333333334,
      "eval_loss": 0.6797568798065186,
      "eval_runtime": 11.3311,
      "eval_samples_per_second": 29.653,
      "eval_steps_per_second": 0.265,
      "step": 1134
    },
    {
      "epoch": 19.0,
      "grad_norm": 1.4728538990020752,
      "learning_rate": 2.2788370481687965e-06,
      "loss": 0.5264,
      "step": 1197
    },
    {
      "epoch": 19.0,
      "eval_accuracy": 0.7708333333333334,
      "eval_loss": 0.6798648238182068,
      "eval_runtime": 10.4974,
      "eval_samples_per_second": 32.008,
      "eval_steps_per_second": 0.286,
      "step": 1197
    },
    {
      "epoch": 20.0,
      "grad_norm": 1.4680770635604858,
      "learning_rate": 0.0,
      "loss": 0.5265,
      "step": 1260
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 0.7708333333333334,
      "eval_loss": 0.679702877998352,
      "eval_runtime": 13.6697,
      "eval_samples_per_second": 24.58,
      "eval_steps_per_second": 0.219,
      "step": 1260
    },
    {
      "epoch": 20.0,
      "step": 1260,
      "total_flos": 1.239938509307904e+19,
      "train_loss": 0.759749530610584,
      "train_runtime": 5753.852,
      "train_samples_per_second": 27.807,
      "train_steps_per_second": 0.219
    }
  ],
  "logging_steps": 500,
  "max_steps": 1260,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "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": 1.239938509307904e+19,
  "train_batch_size": 128,
  "trial_name": null,
  "trial_params": null
}