run-2/checkpoint-8420/trainer_state.json

{
  "best_metric": 0.8371559633027523,
  "best_model_checkpoint": "Tech-oriented/best_model_bert_uncasedbert-base-uncased-finetuned-sst2/run-2/checkpoint-8420",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 8420,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.5745412844036697,
      "eval_loss": 0.658979058265686,
      "eval_runtime": 2.4031,
      "eval_samples_per_second": 362.862,
      "eval_steps_per_second": 22.887,
      "step": 2105
    },
    {
      "epoch": 2.0,
      "grad_norm": 11.47251033782959,
      "learning_rate": 4.003340487387436e-07,
      "loss": 0.6604,
      "step": 4209
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7350917431192661,
      "eval_loss": 0.5269513726234436,
      "eval_runtime": 2.4016,
      "eval_samples_per_second": 363.093,
      "eval_steps_per_second": 22.901,
      "step": 4210
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.819954128440367,
      "eval_loss": 0.4339826703071594,
      "eval_runtime": 2.4278,
      "eval_samples_per_second": 359.172,
      "eval_steps_per_second": 22.654,
      "step": 6315
    },
    {
      "epoch": 4.0,
      "grad_norm": 15.470611572265625,
      "learning_rate": 1.9013728270659872e-10,
      "loss": 0.5279,
      "step": 8418
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8371559633027523,
      "eval_loss": 0.4121007025241852,
      "eval_runtime": 2.4148,
      "eval_samples_per_second": 361.103,
      "eval_steps_per_second": 22.776,
      "step": 8420
    }
  ],
  "logging_steps": 4209,
  "max_steps": 8420,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 500,
  "total_flos": 5552011212462480.0,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": {
    "learning_rate": 8.004779601947806e-07,
    "num_train_epochs": 4,
    "per_device_train_batch_size": 32,
    "seed": 37,
    "weight_decay": 0.24080188545658526
  }
}