trainer_state.json

{
  "best_metric": 0.28232070803642273,
  "best_model_checkpoint": "vit-msn-small-lateral_flow_ivalidation_green_test/checkpoint-13",
  "epoch": 9.23076923076923,
  "eval_steps": 500,
  "global_step": 60,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.9230769230769231,
      "eval_accuracy": 0.79182156133829,
      "eval_loss": 0.4105704724788666,
      "eval_runtime": 2.4272,
      "eval_samples_per_second": 221.657,
      "eval_steps_per_second": 3.708,
      "step": 6
    },
    {
      "epoch": 1.5384615384615383,
      "grad_norm": 35.90373229980469,
      "learning_rate": 4.62962962962963e-05,
      "loss": 0.5328,
      "step": 10
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8810408921933085,
      "eval_loss": 0.28232070803642273,
      "eval_runtime": 2.428,
      "eval_samples_per_second": 221.579,
      "eval_steps_per_second": 3.707,
      "step": 13
    },
    {
      "epoch": 2.9230769230769234,
      "eval_accuracy": 0.8587360594795539,
      "eval_loss": 0.3050999343395233,
      "eval_runtime": 2.3639,
      "eval_samples_per_second": 227.587,
      "eval_steps_per_second": 3.807,
      "step": 19
    },
    {
      "epoch": 3.076923076923077,
      "grad_norm": 7.078850269317627,
      "learning_rate": 3.7037037037037037e-05,
      "loss": 0.4244,
      "step": 20
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8996282527881041,
      "eval_loss": 0.2912784218788147,
      "eval_runtime": 2.5552,
      "eval_samples_per_second": 210.551,
      "eval_steps_per_second": 3.522,
      "step": 26
    },
    {
      "epoch": 4.615384615384615,
      "grad_norm": 7.146331310272217,
      "learning_rate": 2.777777777777778e-05,
      "loss": 0.3755,
      "step": 30
    },
    {
      "epoch": 4.923076923076923,
      "eval_accuracy": 0.9052044609665427,
      "eval_loss": 0.2840980887413025,
      "eval_runtime": 2.4709,
      "eval_samples_per_second": 217.734,
      "eval_steps_per_second": 3.642,
      "step": 32
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8828996282527881,
      "eval_loss": 0.32043400406837463,
      "eval_runtime": 2.4097,
      "eval_samples_per_second": 223.265,
      "eval_steps_per_second": 3.735,
      "step": 39
    },
    {
      "epoch": 6.153846153846154,
      "grad_norm": 5.55441427230835,
      "learning_rate": 1.8518518518518518e-05,
      "loss": 0.3569,
      "step": 40
    },
    {
      "epoch": 6.923076923076923,
      "eval_accuracy": 0.8810408921933085,
      "eval_loss": 0.2981695532798767,
      "eval_runtime": 2.3262,
      "eval_samples_per_second": 231.282,
      "eval_steps_per_second": 3.869,
      "step": 45
    },
    {
      "epoch": 7.6923076923076925,
      "grad_norm": 4.577017784118652,
      "learning_rate": 9.259259259259259e-06,
      "loss": 0.3157,
      "step": 50
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.8643122676579925,
      "eval_loss": 0.33173713088035583,
      "eval_runtime": 2.3575,
      "eval_samples_per_second": 228.205,
      "eval_steps_per_second": 3.818,
      "step": 52
    },
    {
      "epoch": 8.923076923076923,
      "eval_accuracy": 0.724907063197026,
      "eval_loss": 0.5731077194213867,
      "eval_runtime": 2.4282,
      "eval_samples_per_second": 221.561,
      "eval_steps_per_second": 3.706,
      "step": 58
    },
    {
      "epoch": 9.23076923076923,
      "grad_norm": 6.767743110656738,
      "learning_rate": 0.0,
      "loss": 0.3177,
      "step": 60
    },
    {
      "epoch": 9.23076923076923,
      "eval_accuracy": 0.7304832713754646,
      "eval_loss": 0.5724764466285706,
      "eval_runtime": 2.3931,
      "eval_samples_per_second": 224.808,
      "eval_steps_per_second": 3.761,
      "step": 60
    },
    {
      "epoch": 9.23076923076923,
      "step": 60,
      "total_flos": 2.915891733872517e+17,
      "train_loss": 0.38718650341033933,
      "train_runtime": 154.7877,
      "train_samples_per_second": 104.207,
      "train_steps_per_second": 0.388
    }
  ],
  "logging_steps": 10,
  "max_steps": 60,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "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": 2.915891733872517e+17,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}