{
  "best_metric": 0.7160926461219788,
  "best_model_checkpoint": "final_models/glue_models/structroberta_s1_final//finetune/mnli/checkpoint-8000",
  "epoch": 4.618937644341801,
  "global_step": 10000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.18,
      "eval_accuracy": 0.5429747104644775,
      "eval_loss": 0.9390358924865723,
      "eval_runtime": 12.8367,
      "eval_samples_per_second": 511.192,
      "eval_steps_per_second": 63.957,
      "step": 400
    },
    {
      "epoch": 0.23,
      "learning_rate": 4.884526558891455e-05,
      "loss": 0.9969,
      "step": 500
    },
    {
      "epoch": 0.37,
      "eval_accuracy": 0.584273099899292,
      "eval_loss": 0.8898679614067078,
      "eval_runtime": 12.8403,
      "eval_samples_per_second": 511.046,
      "eval_steps_per_second": 63.939,
      "step": 800
    },
    {
      "epoch": 0.46,
      "learning_rate": 4.7690531177829104e-05,
      "loss": 0.8987,
      "step": 1000
    },
    {
      "epoch": 0.55,
      "eval_accuracy": 0.6351721882820129,
      "eval_loss": 0.8180076479911804,
      "eval_runtime": 12.8474,
      "eval_samples_per_second": 510.766,
      "eval_steps_per_second": 63.904,
      "step": 1200
    },
    {
      "epoch": 0.69,
      "learning_rate": 4.653579676674365e-05,
      "loss": 0.8315,
      "step": 1500
    },
    {
      "epoch": 0.74,
      "eval_accuracy": 0.6568119525909424,
      "eval_loss": 0.7814252972602844,
      "eval_runtime": 12.834,
      "eval_samples_per_second": 511.298,
      "eval_steps_per_second": 63.971,
      "step": 1600
    },
    {
      "epoch": 0.92,
      "learning_rate": 4.53810623556582e-05,
      "loss": 0.7832,
      "step": 2000
    },
    {
      "epoch": 0.92,
      "eval_accuracy": 0.6636695861816406,
      "eval_loss": 0.7712134718894958,
      "eval_runtime": 12.8417,
      "eval_samples_per_second": 510.991,
      "eval_steps_per_second": 63.932,
      "step": 2000
    },
    {
      "epoch": 1.11,
      "eval_accuracy": 0.6700701117515564,
      "eval_loss": 0.7608532905578613,
      "eval_runtime": 12.8417,
      "eval_samples_per_second": 510.991,
      "eval_steps_per_second": 63.932,
      "step": 2400
    },
    {
      "epoch": 1.15,
      "learning_rate": 4.422632794457275e-05,
      "loss": 0.7252,
      "step": 2500
    },
    {
      "epoch": 1.29,
      "eval_accuracy": 0.6767753958702087,
      "eval_loss": 0.7573378086090088,
      "eval_runtime": 12.8419,
      "eval_samples_per_second": 510.983,
      "eval_steps_per_second": 63.931,
      "step": 2800
    },
    {
      "epoch": 1.39,
      "learning_rate": 4.30715935334873e-05,
      "loss": 0.6858,
      "step": 3000
    },
    {
      "epoch": 1.48,
      "eval_accuracy": 0.6862236857414246,
      "eval_loss": 0.735822856426239,
      "eval_runtime": 12.8397,
      "eval_samples_per_second": 511.073,
      "eval_steps_per_second": 63.942,
      "step": 3200
    },
    {
      "epoch": 1.62,
      "learning_rate": 4.1916859122401844e-05,
      "loss": 0.6767,
      "step": 3500
    },
    {
      "epoch": 1.66,
      "eval_accuracy": 0.6981103420257568,
      "eval_loss": 0.7118889093399048,
      "eval_runtime": 12.8424,
      "eval_samples_per_second": 510.962,
      "eval_steps_per_second": 63.929,
      "step": 3600
    },
    {
      "epoch": 1.85,
      "learning_rate": 4.07621247113164e-05,
      "loss": 0.6719,
      "step": 4000
    },
    {
      "epoch": 1.85,
      "eval_accuracy": 0.6932337880134583,
      "eval_loss": 0.734716534614563,
      "eval_runtime": 12.8464,
      "eval_samples_per_second": 510.805,
      "eval_steps_per_second": 63.909,
      "step": 4000
    },
    {
      "epoch": 2.03,
      "eval_accuracy": 0.7067967057228088,
      "eval_loss": 0.7124155163764954,
      "eval_runtime": 12.8351,
      "eval_samples_per_second": 511.256,
      "eval_steps_per_second": 63.965,
      "step": 4400
    },
    {
      "epoch": 2.08,
      "learning_rate": 3.960739030023095e-05,
      "loss": 0.6358,
      "step": 4500
    },
    {
      "epoch": 2.22,
      "eval_accuracy": 0.7046632170677185,
      "eval_loss": 0.7168723344802856,
      "eval_runtime": 12.8893,
      "eval_samples_per_second": 509.103,
      "eval_steps_per_second": 63.696,
      "step": 4800
    },
    {
      "epoch": 2.31,
      "learning_rate": 3.84526558891455e-05,
      "loss": 0.5673,
      "step": 5000
    },
    {
      "epoch": 2.4,
      "eval_accuracy": 0.7063395380973816,
      "eval_loss": 0.7214012145996094,
      "eval_runtime": 12.8644,
      "eval_samples_per_second": 510.09,
      "eval_steps_per_second": 63.82,
      "step": 5200
    },
    {
      "epoch": 2.54,
      "learning_rate": 3.729792147806005e-05,
      "loss": 0.5681,
      "step": 5500
    },
    {
      "epoch": 2.59,
      "eval_accuracy": 0.7023773193359375,
      "eval_loss": 0.7392827272415161,
      "eval_runtime": 12.8544,
      "eval_samples_per_second": 510.488,
      "eval_steps_per_second": 63.869,
      "step": 5600
    },
    {
      "epoch": 2.77,
      "learning_rate": 3.61431870669746e-05,
      "loss": 0.5741,
      "step": 6000
    },
    {
      "epoch": 2.77,
      "eval_accuracy": 0.7077110409736633,
      "eval_loss": 0.7138980627059937,
      "eval_runtime": 12.8474,
      "eval_samples_per_second": 510.763,
      "eval_steps_per_second": 63.904,
      "step": 6000
    },
    {
      "epoch": 2.96,
      "eval_accuracy": 0.7118256688117981,
      "eval_loss": 0.6938605904579163,
      "eval_runtime": 12.8504,
      "eval_samples_per_second": 510.647,
      "eval_steps_per_second": 63.889,
      "step": 6400
    },
    {
      "epoch": 3.0,
      "learning_rate": 3.498845265588915e-05,
      "loss": 0.5723,
      "step": 6500
    },
    {
      "epoch": 3.14,
      "eval_accuracy": 0.7093873620033264,
      "eval_loss": 0.7904877662658691,
      "eval_runtime": 12.8645,
      "eval_samples_per_second": 510.087,
      "eval_steps_per_second": 63.819,
      "step": 6800
    },
    {
      "epoch": 3.23,
      "learning_rate": 3.38337182448037e-05,
      "loss": 0.4584,
      "step": 7000
    },
    {
      "epoch": 3.33,
      "eval_accuracy": 0.7139591574668884,
      "eval_loss": 0.7631048560142517,
      "eval_runtime": 12.84,
      "eval_samples_per_second": 511.061,
      "eval_steps_per_second": 63.941,
      "step": 7200
    },
    {
      "epoch": 3.46,
      "learning_rate": 3.2678983833718243e-05,
      "loss": 0.4606,
      "step": 7500
    },
    {
      "epoch": 3.51,
      "eval_accuracy": 0.7107589244842529,
      "eval_loss": 0.7649423480033875,
      "eval_runtime": 12.8337,
      "eval_samples_per_second": 511.31,
      "eval_steps_per_second": 63.972,
      "step": 7600
    },
    {
      "epoch": 3.7,
      "learning_rate": 3.1524249422632794e-05,
      "loss": 0.4719,
      "step": 8000
    },
    {
      "epoch": 3.7,
      "eval_accuracy": 0.7160926461219788,
      "eval_loss": 0.7716315388679504,
      "eval_runtime": 12.849,
      "eval_samples_per_second": 510.7,
      "eval_steps_per_second": 63.896,
      "step": 8000
    },
    {
      "epoch": 3.88,
      "eval_accuracy": 0.7092350125312805,
      "eval_loss": 0.7540602087974548,
      "eval_runtime": 12.851,
      "eval_samples_per_second": 510.623,
      "eval_steps_per_second": 63.886,
      "step": 8400
    },
    {
      "epoch": 3.93,
      "learning_rate": 3.0369515011547345e-05,
      "loss": 0.4809,
      "step": 8500
    },
    {
      "epoch": 4.06,
      "eval_accuracy": 0.7098445892333984,
      "eval_loss": 0.8660436868667603,
      "eval_runtime": 12.8552,
      "eval_samples_per_second": 510.455,
      "eval_steps_per_second": 63.865,
      "step": 8800
    },
    {
      "epoch": 4.16,
      "learning_rate": 2.9214780600461896e-05,
      "loss": 0.4002,
      "step": 9000
    },
    {
      "epoch": 4.25,
      "eval_accuracy": 0.7133495807647705,
      "eval_loss": 0.8522323369979858,
      "eval_runtime": 12.8555,
      "eval_samples_per_second": 510.443,
      "eval_steps_per_second": 63.864,
      "step": 9200
    },
    {
      "epoch": 4.39,
      "learning_rate": 2.8060046189376443e-05,
      "loss": 0.3682,
      "step": 9500
    },
    {
      "epoch": 4.43,
      "eval_accuracy": 0.7069491147994995,
      "eval_loss": 0.8781996965408325,
      "eval_runtime": 12.8756,
      "eval_samples_per_second": 509.647,
      "eval_steps_per_second": 63.764,
      "step": 9600
    },
    {
      "epoch": 4.62,
      "learning_rate": 2.6905311778290994e-05,
      "loss": 0.373,
      "step": 10000
    },
    {
      "epoch": 4.62,
      "eval_accuracy": 0.7087777853012085,
      "eval_loss": 0.8231818675994873,
      "eval_runtime": 12.8953,
      "eval_samples_per_second": 508.867,
      "eval_steps_per_second": 63.667,
      "step": 10000
    },
    {
      "epoch": 4.62,
      "step": 10000,
      "total_flos": 1.0013297089714176e+17,
      "train_loss": 0.6100377502441406,
      "train_runtime": 5918.4858,
      "train_samples_per_second": 438.93,
      "train_steps_per_second": 3.658
    }
  ],
  "max_steps": 21650,
  "num_train_epochs": 10,
  "total_flos": 1.0013297089714176e+17,
  "trial_name": null,
  "trial_params": null
}