{
  "best_metric": 0.9907529722589168,
  "best_model_checkpoint": "./php_cwe79_codebert_output\\checkpoint-627",
  "epoch": 5.996810207336523,
  "global_step": 940,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.32,
      "learning_rate": 3.205128205128206e-06,
      "loss": 0.6994,
      "step": 50
    },
    {
      "epoch": 0.64,
      "learning_rate": 6.410256410256412e-06,
      "loss": 0.6957,
      "step": 100
    },
    {
      "epoch": 0.96,
      "learning_rate": 9.615384615384616e-06,
      "loss": 0.6873,
      "step": 150
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.6689265536723163,
      "eval_f1": 0.6689265536723163,
      "eval_loss": 0.6734532713890076,
      "eval_precision": 0.581532416502947,
      "eval_recall": 0.7872340425531915,
      "eval_runtime": 11.4008,
      "eval_samples_per_second": 77.626,
      "eval_steps_per_second": 4.912,
      "step": 156
    },
    {
      "epoch": 1.28,
      "learning_rate": 1.2820512820512823e-05,
      "loss": 0.6729,
      "step": 200
    },
    {
      "epoch": 1.59,
      "learning_rate": 1.602564102564103e-05,
      "loss": 0.5098,
      "step": 250
    },
    {
      "epoch": 1.91,
      "learning_rate": 1.923076923076923e-05,
      "loss": 0.3065,
      "step": 300
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9299435028248587,
      "eval_f1": 0.9146005509641874,
      "eval_loss": 0.16874603927135468,
      "eval_precision": 0.9485714285714286,
      "eval_recall": 0.8829787234042553,
      "eval_runtime": 11.7337,
      "eval_samples_per_second": 75.424,
      "eval_steps_per_second": 4.773,
      "step": 313
    },
    {
      "epoch": 2.23,
      "learning_rate": 1.972934472934473e-05,
      "loss": 0.2084,
      "step": 350
    },
    {
      "epoch": 2.55,
      "learning_rate": 1.9373219373219374e-05,
      "loss": 0.1386,
      "step": 400
    },
    {
      "epoch": 2.87,
      "learning_rate": 1.9017094017094017e-05,
      "loss": 0.0805,
      "step": 450
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9796610169491525,
      "eval_f1": 0.9757412398921833,
      "eval_loss": 0.046507738530635834,
      "eval_precision": 0.9890710382513661,
      "eval_recall": 0.9627659574468085,
      "eval_runtime": 11.7373,
      "eval_samples_per_second": 75.401,
      "eval_steps_per_second": 4.771,
      "step": 470
    },
    {
      "epoch": 3.19,
      "learning_rate": 1.8660968660968664e-05,
      "loss": 0.0677,
      "step": 500
    },
    {
      "epoch": 3.51,
      "learning_rate": 1.8304843304843308e-05,
      "loss": 0.0628,
      "step": 550
    },
    {
      "epoch": 3.83,
      "learning_rate": 1.794871794871795e-05,
      "loss": 0.0359,
      "step": 600
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.992090395480226,
      "eval_f1": 0.9907529722589168,
      "eval_loss": 0.03131083399057388,
      "eval_precision": 0.984251968503937,
      "eval_recall": 0.9973404255319149,
      "eval_runtime": 11.9166,
      "eval_samples_per_second": 74.266,
      "eval_steps_per_second": 4.699,
      "step": 627
    },
    {
      "epoch": 4.15,
      "learning_rate": 1.7599715099715102e-05,
      "loss": 0.0412,
      "step": 650
    },
    {
      "epoch": 4.47,
      "learning_rate": 1.7243589743589745e-05,
      "loss": 0.0457,
      "step": 700
    },
    {
      "epoch": 4.78,
      "learning_rate": 1.688746438746439e-05,
      "loss": 0.0316,
      "step": 750
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9909604519774011,
      "eval_f1": 0.9894736842105263,
      "eval_loss": 0.02798781916499138,
      "eval_precision": 0.9791666666666666,
      "eval_recall": 1.0,
      "eval_runtime": 11.9117,
      "eval_samples_per_second": 74.297,
      "eval_steps_per_second": 4.701,
      "step": 783
    },
    {
      "epoch": 5.1,
      "learning_rate": 1.6531339031339032e-05,
      "loss": 0.0355,
      "step": 800
    },
    {
      "epoch": 5.42,
      "learning_rate": 1.6175213675213675e-05,
      "loss": 0.0285,
      "step": 850
    },
    {
      "epoch": 5.74,
      "learning_rate": 1.581908831908832e-05,
      "loss": 0.0285,
      "step": 900
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9909604519774011,
      "eval_f1": 0.9894179894179894,
      "eval_loss": 0.027588626369833946,
      "eval_precision": 0.9842105263157894,
      "eval_recall": 0.9946808510638298,
      "eval_runtime": 12.0204,
      "eval_samples_per_second": 73.625,
      "eval_steps_per_second": 4.659,
      "step": 940
    }
  ],
  "max_steps": 3120,
  "num_train_epochs": 20,
  "total_flos": 7915432989450240.0,
  "trial_name": null,
  "trial_params": null
}