{
  "best_metric": 0.11360067874193192,
  "best_model_checkpoint": "/home/projects/Project - Fundus Photo Glaucoma Detection (AI)//model_results/vit-base-gpu/checkpoint-200",
  "epoch": 5.0,
  "eval_steps": 100,
  "global_step": 285,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.17543859649122806,
      "grad_norm": 1.413887858390808,
      "learning_rate": 9.649122807017545e-06,
      "loss": 0.5957,
      "step": 10
    },
    {
      "epoch": 0.3508771929824561,
      "grad_norm": 1.629610300064087,
      "learning_rate": 9.298245614035088e-06,
      "loss": 0.4704,
      "step": 20
    },
    {
      "epoch": 0.5263157894736842,
      "grad_norm": 1.1828052997589111,
      "learning_rate": 8.947368421052632e-06,
      "loss": 0.3788,
      "step": 30
    },
    {
      "epoch": 0.7017543859649122,
      "grad_norm": 1.2675493955612183,
      "learning_rate": 8.596491228070176e-06,
      "loss": 0.2969,
      "step": 40
    },
    {
      "epoch": 0.8771929824561403,
      "grad_norm": 1.6942648887634277,
      "learning_rate": 8.24561403508772e-06,
      "loss": 0.2623,
      "step": 50
    },
    {
      "epoch": 1.0526315789473684,
      "grad_norm": 0.7355015277862549,
      "learning_rate": 7.894736842105265e-06,
      "loss": 0.1859,
      "step": 60
    },
    {
      "epoch": 1.2280701754385965,
      "grad_norm": 0.6509683132171631,
      "learning_rate": 7.5438596491228074e-06,
      "loss": 0.1712,
      "step": 70
    },
    {
      "epoch": 1.4035087719298245,
      "grad_norm": 0.6213608384132385,
      "learning_rate": 7.192982456140352e-06,
      "loss": 0.1466,
      "step": 80
    },
    {
      "epoch": 1.5789473684210527,
      "grad_norm": 0.5607940554618835,
      "learning_rate": 6.842105263157896e-06,
      "loss": 0.1181,
      "step": 90
    },
    {
      "epoch": 1.7543859649122808,
      "grad_norm": 2.426992416381836,
      "learning_rate": 6.491228070175439e-06,
      "loss": 0.1254,
      "step": 100
    },
    {
      "epoch": 1.7543859649122808,
      "eval_accuracy": 0.9691629955947136,
      "eval_confusion_matrix": [
        [
          59,
          7
        ],
        [
          0,
          161
        ]
      ],
      "eval_loss": 0.15184630453586578,
      "eval_runtime": 24.5664,
      "eval_samples_per_second": 9.24,
      "eval_steps_per_second": 0.326,
      "step": 100
    },
    {
      "epoch": 1.9298245614035088,
      "grad_norm": 2.1420822143554688,
      "learning_rate": 6.140350877192983e-06,
      "loss": 0.1274,
      "step": 110
    },
    {
      "epoch": 2.1052631578947367,
      "grad_norm": 0.4402596950531006,
      "learning_rate": 5.789473684210527e-06,
      "loss": 0.0958,
      "step": 120
    },
    {
      "epoch": 2.280701754385965,
      "grad_norm": 0.3711773157119751,
      "learning_rate": 5.438596491228071e-06,
      "loss": 0.1151,
      "step": 130
    },
    {
      "epoch": 2.456140350877193,
      "grad_norm": 0.4589725732803345,
      "learning_rate": 5.087719298245615e-06,
      "loss": 0.0796,
      "step": 140
    },
    {
      "epoch": 2.6315789473684212,
      "grad_norm": 0.32596296072006226,
      "learning_rate": 4.736842105263158e-06,
      "loss": 0.0935,
      "step": 150
    },
    {
      "epoch": 2.807017543859649,
      "grad_norm": 0.3621123731136322,
      "learning_rate": 4.385964912280702e-06,
      "loss": 0.0838,
      "step": 160
    },
    {
      "epoch": 2.982456140350877,
      "grad_norm": 1.6324498653411865,
      "learning_rate": 4.035087719298246e-06,
      "loss": 0.085,
      "step": 170
    },
    {
      "epoch": 3.1578947368421053,
      "grad_norm": 0.31269893050193787,
      "learning_rate": 3.6842105263157896e-06,
      "loss": 0.0898,
      "step": 180
    },
    {
      "epoch": 3.3333333333333335,
      "grad_norm": 0.279706209897995,
      "learning_rate": 3.3333333333333333e-06,
      "loss": 0.0811,
      "step": 190
    },
    {
      "epoch": 3.5087719298245617,
      "grad_norm": 0.41368523240089417,
      "learning_rate": 2.9824561403508774e-06,
      "loss": 0.0894,
      "step": 200
    },
    {
      "epoch": 3.5087719298245617,
      "eval_accuracy": 0.9691629955947136,
      "eval_confusion_matrix": [
        [
          60,
          6
        ],
        [
          1,
          160
        ]
      ],
      "eval_loss": 0.11360067874193192,
      "eval_runtime": 24.4641,
      "eval_samples_per_second": 9.279,
      "eval_steps_per_second": 0.327,
      "step": 200
    },
    {
      "epoch": 3.6842105263157894,
      "grad_norm": 0.2807004153728485,
      "learning_rate": 2.631578947368421e-06,
      "loss": 0.1037,
      "step": 210
    },
    {
      "epoch": 3.8596491228070176,
      "grad_norm": 0.51247239112854,
      "learning_rate": 2.280701754385965e-06,
      "loss": 0.0667,
      "step": 220
    },
    {
      "epoch": 4.035087719298246,
      "grad_norm": 0.9778783321380615,
      "learning_rate": 1.929824561403509e-06,
      "loss": 0.1093,
      "step": 230
    },
    {
      "epoch": 4.2105263157894735,
      "grad_norm": 0.43163198232650757,
      "learning_rate": 1.5789473684210526e-06,
      "loss": 0.0753,
      "step": 240
    },
    {
      "epoch": 4.385964912280702,
      "grad_norm": 0.2818666994571686,
      "learning_rate": 1.2280701754385965e-06,
      "loss": 0.0563,
      "step": 250
    },
    {
      "epoch": 4.56140350877193,
      "grad_norm": 0.26998862624168396,
      "learning_rate": 8.771929824561404e-07,
      "loss": 0.0546,
      "step": 260
    },
    {
      "epoch": 4.7368421052631575,
      "grad_norm": 0.26639774441719055,
      "learning_rate": 5.263157894736843e-07,
      "loss": 0.0431,
      "step": 270
    },
    {
      "epoch": 4.912280701754386,
      "grad_norm": 0.36992037296295166,
      "learning_rate": 1.7543859649122808e-07,
      "loss": 0.0964,
      "step": 280
    },
    {
      "epoch": 5.0,
      "step": 285,
      "total_flos": 7.020774259082035e+17,
      "train_loss": 0.15240513682365417,
      "train_runtime": 2873.599,
      "train_samples_per_second": 3.174,
      "train_steps_per_second": 0.099
    }
  ],
  "logging_steps": 10,
  "max_steps": 285,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 100,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 7.020774259082035e+17,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}