{
  "best_metric": 0.6884405016899109,
  "best_model_checkpoint": "mobilebert_sa_GLUE_Experiment_logit_kd_qqp_128/checkpoint-31273",
  "epoch": 16.0,
  "global_step": 45488,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 4.9e-05,
      "loss": 0.9518,
      "step": 2843
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7536482809794707,
      "eval_combined_score": 0.7033049767266691,
      "eval_f1": 0.6529616724738676,
      "eval_loss": 0.8352172374725342,
      "eval_runtime": 71.9208,
      "eval_samples_per_second": 562.146,
      "eval_steps_per_second": 4.394,
      "step": 2843
    },
    {
      "epoch": 2.0,
      "learning_rate": 4.8e-05,
      "loss": 0.8249,
      "step": 5686
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7606727677467228,
      "eval_combined_score": 0.6912633809032191,
      "eval_f1": 0.6218539940597155,
      "eval_loss": 0.7766293883323669,
      "eval_runtime": 71.8035,
      "eval_samples_per_second": 563.064,
      "eval_steps_per_second": 4.401,
      "step": 5686
    },
    {
      "epoch": 3.0,
      "learning_rate": 4.7e-05,
      "loss": 0.7847,
      "step": 8529
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.764828097947069,
      "eval_combined_score": 0.7025018479441673,
      "eval_f1": 0.6401755979412656,
      "eval_loss": 0.7624924778938293,
      "eval_runtime": 71.7415,
      "eval_samples_per_second": 563.551,
      "eval_steps_per_second": 4.405,
      "step": 8529
    },
    {
      "epoch": 4.0,
      "learning_rate": 4.600000000000001e-05,
      "loss": 0.7498,
      "step": 11372
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.7637892653969824,
      "eval_combined_score": 0.6917464963493354,
      "eval_f1": 0.6197037273016884,
      "eval_loss": 0.7550554275512695,
      "eval_runtime": 71.5767,
      "eval_samples_per_second": 564.848,
      "eval_steps_per_second": 4.415,
      "step": 11372
    },
    {
      "epoch": 5.0,
      "learning_rate": 4.5e-05,
      "loss": 0.7137,
      "step": 14215
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.7691318327974277,
      "eval_combined_score": 0.7118036449838919,
      "eval_f1": 0.6544754571703562,
      "eval_loss": 0.7386809587478638,
      "eval_runtime": 71.6477,
      "eval_samples_per_second": 564.289,
      "eval_steps_per_second": 4.41,
      "step": 14215
    },
    {
      "epoch": 6.0,
      "learning_rate": 4.4000000000000006e-05,
      "loss": 0.6762,
      "step": 17058
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.7753153598812763,
      "eval_combined_score": 0.7236628792473973,
      "eval_f1": 0.6720103986135182,
      "eval_loss": 0.7165194153785706,
      "eval_runtime": 71.8883,
      "eval_samples_per_second": 562.4,
      "eval_steps_per_second": 4.396,
      "step": 17058
    },
    {
      "epoch": 7.0,
      "learning_rate": 4.3e-05,
      "loss": 0.6373,
      "step": 19901
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.778308186989859,
      "eval_combined_score": 0.7273846100454836,
      "eval_f1": 0.6764610331011082,
      "eval_loss": 0.7042196989059448,
      "eval_runtime": 71.6003,
      "eval_samples_per_second": 564.662,
      "eval_steps_per_second": 4.413,
      "step": 19901
    },
    {
      "epoch": 8.0,
      "learning_rate": 4.2e-05,
      "loss": 0.6045,
      "step": 22744
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.7798664358149888,
      "eval_combined_score": 0.7350428593972265,
      "eval_f1": 0.690219282979464,
      "eval_loss": 0.7075350880622864,
      "eval_runtime": 71.5758,
      "eval_samples_per_second": 564.856,
      "eval_steps_per_second": 4.415,
      "step": 22744
    },
    {
      "epoch": 9.0,
      "learning_rate": 4.1e-05,
      "loss": 0.5729,
      "step": 25587
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.7791738807815978,
      "eval_combined_score": 0.7215273063270988,
      "eval_f1": 0.6638807318725999,
      "eval_loss": 0.7232872843742371,
      "eval_runtime": 71.3607,
      "eval_samples_per_second": 566.558,
      "eval_steps_per_second": 4.428,
      "step": 25587
    },
    {
      "epoch": 10.0,
      "learning_rate": 4e-05,
      "loss": 0.545,
      "step": 28430
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.7805342567400445,
      "eval_combined_score": 0.7492781557955792,
      "eval_f1": 0.7180220548511138,
      "eval_loss": 0.708789587020874,
      "eval_runtime": 71.5867,
      "eval_samples_per_second": 564.77,
      "eval_steps_per_second": 4.414,
      "step": 28430
    },
    {
      "epoch": 11.0,
      "learning_rate": 3.9000000000000006e-05,
      "loss": 0.5183,
      "step": 31273
    },
    {
      "epoch": 11.0,
      "eval_accuracy": 0.7871877318822657,
      "eval_combined_score": 0.7466776716921062,
      "eval_f1": 0.7061676115019466,
      "eval_loss": 0.6884405016899109,
      "eval_runtime": 71.6715,
      "eval_samples_per_second": 564.102,
      "eval_steps_per_second": 4.409,
      "step": 31273
    },
    {
      "epoch": 12.0,
      "learning_rate": 3.8e-05,
      "loss": 0.4948,
      "step": 34116
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.7868661884739055,
      "eval_combined_score": 0.7472385300891464,
      "eval_f1": 0.7076108717043874,
      "eval_loss": 0.7063745260238647,
      "eval_runtime": 71.4754,
      "eval_samples_per_second": 565.649,
      "eval_steps_per_second": 4.421,
      "step": 34116
    },
    {
      "epoch": 13.0,
      "learning_rate": 3.7e-05,
      "loss": 0.4724,
      "step": 36959
    },
    {
      "epoch": 13.0,
      "eval_accuracy": 0.7883502349740292,
      "eval_combined_score": 0.7501615189141915,
      "eval_f1": 0.7119728028543537,
      "eval_loss": 0.7052645683288574,
      "eval_runtime": 71.6405,
      "eval_samples_per_second": 564.345,
      "eval_steps_per_second": 4.411,
      "step": 36959
    },
    {
      "epoch": 14.0,
      "learning_rate": 3.6e-05,
      "loss": 0.4514,
      "step": 39802
    },
    {
      "epoch": 14.0,
      "eval_accuracy": 0.7903042295325253,
      "eval_combined_score": 0.7463735102456954,
      "eval_f1": 0.7024427909588656,
      "eval_loss": 0.7314090728759766,
      "eval_runtime": 71.7172,
      "eval_samples_per_second": 563.742,
      "eval_steps_per_second": 4.406,
      "step": 39802
    },
    {
      "epoch": 15.0,
      "learning_rate": 3.5e-05,
      "loss": 0.4321,
      "step": 42645
    },
    {
      "epoch": 15.0,
      "eval_accuracy": 0.7891169923324264,
      "eval_combined_score": 0.7559694194431963,
      "eval_f1": 0.7228218465539662,
      "eval_loss": 0.7111542820930481,
      "eval_runtime": 71.6308,
      "eval_samples_per_second": 564.422,
      "eval_steps_per_second": 4.412,
      "step": 42645
    },
    {
      "epoch": 16.0,
      "learning_rate": 3.4000000000000007e-05,
      "loss": 0.4152,
      "step": 45488
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.7908978481325748,
      "eval_combined_score": 0.7560176006727,
      "eval_f1": 0.721137353212825,
      "eval_loss": 0.7409694194793701,
      "eval_runtime": 71.6151,
      "eval_samples_per_second": 564.546,
      "eval_steps_per_second": 4.412,
      "step": 45488
    },
    {
      "epoch": 16.0,
      "step": 45488,
      "total_flos": 1.3875395219895091e+17,
      "train_loss": 0.6153143427550604,
      "train_runtime": 24971.032,
      "train_samples_per_second": 728.536,
      "train_steps_per_second": 5.693
    }
  ],
  "max_steps": 142150,
  "num_train_epochs": 50,
  "total_flos": 1.3875395219895091e+17,
  "trial_name": null,
  "trial_params": null
}