trainer_state.json

{
  "best_metric": 0.9605009633911368,
  "best_model_checkpoint": "clip-vit-large-patch14-finetuned-fruits-360_vitlarge/checkpoint-144",
  "epoch": 2.953846153846154,
  "global_step": 144,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.21,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 1.991,
      "step": 10
    },
    {
      "epoch": 0.41,
      "learning_rate": 4.8062015503875976e-05,
      "loss": 1.4175,
      "step": 20
    },
    {
      "epoch": 0.62,
      "learning_rate": 4.418604651162791e-05,
      "loss": 1.0701,
      "step": 30
    },
    {
      "epoch": 0.82,
      "learning_rate": 4.0310077519379843e-05,
      "loss": 0.8631,
      "step": 40
    },
    {
      "epoch": 0.98,
      "eval_accuracy": 0.852922286448298,
      "eval_loss": 0.4619566798210144,
      "eval_runtime": 62.7979,
      "eval_samples_per_second": 49.588,
      "eval_steps_per_second": 1.561,
      "step": 48
    },
    {
      "epoch": 1.03,
      "learning_rate": 3.6434108527131784e-05,
      "loss": 0.6585,
      "step": 50
    },
    {
      "epoch": 1.23,
      "learning_rate": 3.2558139534883724e-05,
      "loss": 0.6017,
      "step": 60
    },
    {
      "epoch": 1.44,
      "learning_rate": 2.868217054263566e-05,
      "loss": 0.6272,
      "step": 70
    },
    {
      "epoch": 1.64,
      "learning_rate": 2.48062015503876e-05,
      "loss": 0.6237,
      "step": 80
    },
    {
      "epoch": 1.85,
      "learning_rate": 2.0930232558139536e-05,
      "loss": 0.485,
      "step": 90
    },
    {
      "epoch": 1.99,
      "eval_accuracy": 0.9100834938985228,
      "eval_loss": 0.2783240079879761,
      "eval_runtime": 62.6573,
      "eval_samples_per_second": 49.699,
      "eval_steps_per_second": 1.564,
      "step": 97
    },
    {
      "epoch": 2.05,
      "learning_rate": 1.7054263565891473e-05,
      "loss": 0.4887,
      "step": 100
    },
    {
      "epoch": 2.26,
      "learning_rate": 1.3178294573643413e-05,
      "loss": 0.44,
      "step": 110
    },
    {
      "epoch": 2.46,
      "learning_rate": 9.302325581395349e-06,
      "loss": 0.4065,
      "step": 120
    },
    {
      "epoch": 2.67,
      "learning_rate": 5.426356589147287e-06,
      "loss": 0.3612,
      "step": 130
    },
    {
      "epoch": 2.87,
      "learning_rate": 1.550387596899225e-06,
      "loss": 0.3246,
      "step": 140
    },
    {
      "epoch": 2.95,
      "eval_accuracy": 0.9605009633911368,
      "eval_loss": 0.17322921752929688,
      "eval_runtime": 62.2033,
      "eval_samples_per_second": 50.062,
      "eval_steps_per_second": 1.575,
      "step": 144
    },
    {
      "epoch": 2.95,
      "step": 144,
      "total_flos": 1.4272188589307658e+18,
      "train_loss": 0.7287208272351159,
      "train_runtime": 993.4233,
      "train_samples_per_second": 18.817,
      "train_steps_per_second": 0.145
    }
  ],
  "max_steps": 144,
  "num_train_epochs": 3,
  "total_flos": 1.4272188589307658e+18,
  "trial_name": null,
  "trial_params": null
}