{
  "best_global_step": 30,
  "best_metric": 1.0,
  "best_model_checkpoint": "vit-base-patch32-384-finetuned-humid-classes-32/checkpoint-30",
  "epoch": 50.0,
  "eval_steps": 500,
  "global_step": 150,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.23684210526315788,
      "eval_f1_dry": 0.0,
      "eval_f1_firm": 0.18181818181818182,
      "eval_f1_humid": 0.0,
      "eval_f1_lump": 0.4,
      "eval_f1_macro": 0.15444096133751306,
      "eval_f1_moist": 0.0,
      "eval_f1_rockies": 0.3448275862068966,
      "eval_loss": 1.7800142765045166,
      "eval_precision_dry": 0.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 0.0,
      "eval_precision_lump": 0.3333333333333333,
      "eval_precision_macro": 0.2569444444444444,
      "eval_precision_moist": 0.0,
      "eval_precision_rockies": 0.20833333333333334,
      "eval_recall_dry": 0.0,
      "eval_recall_firm": 0.1,
      "eval_recall_humid": 0.0,
      "eval_recall_lump": 0.5,
      "eval_recall_macro": 0.26666666666666666,
      "eval_recall_moist": 0.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.9091,
      "eval_samples_per_second": 41.801,
      "eval_steps_per_second": 3.3,
      "step": 3
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.6052631578947368,
      "eval_f1_dry": 0.0,
      "eval_f1_firm": 0.9090909090909091,
      "eval_f1_humid": 0.5833333333333334,
      "eval_f1_lump": 0.0,
      "eval_f1_macro": 0.4436091686091686,
      "eval_f1_moist": 0.4,
      "eval_f1_rockies": 0.7692307692307693,
      "eval_loss": 1.4470411539077759,
      "eval_precision_dry": 0.0,
      "eval_precision_firm": 0.8333333333333334,
      "eval_precision_humid": 0.4117647058823529,
      "eval_precision_lump": 0.0,
      "eval_precision_macro": 0.4783496732026144,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 0.625,
      "eval_recall_dry": 0.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 0.0,
      "eval_recall_macro": 0.5416666666666666,
      "eval_recall_moist": 0.25,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6705,
      "eval_samples_per_second": 56.677,
      "eval_steps_per_second": 4.474,
      "step": 6
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.5526315789473685,
      "eval_f1_dry": 0.0,
      "eval_f1_firm": 0.9523809523809523,
      "eval_f1_humid": 0.6666666666666666,
      "eval_f1_lump": 0.0,
      "eval_f1_macro": 0.3878968253968254,
      "eval_f1_moist": 0.375,
      "eval_f1_rockies": 0.3333333333333333,
      "eval_loss": 1.2254561185836792,
      "eval_precision_dry": 0.0,
      "eval_precision_firm": 0.9090909090909091,
      "eval_precision_humid": 0.5,
      "eval_precision_lump": 0.0,
      "eval_precision_macro": 0.4431818181818182,
      "eval_precision_moist": 0.25,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 0.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 0.0,
      "eval_recall_macro": 0.4916666666666667,
      "eval_recall_moist": 0.75,
      "eval_recall_rockies": 0.2,
      "eval_runtime": 0.6634,
      "eval_samples_per_second": 57.284,
      "eval_steps_per_second": 4.522,
      "step": 9
    },
    {
      "epoch": 3.4,
      "grad_norm": 4.948105812072754,
      "learning_rate": 3e-05,
      "loss": 1.6327,
      "step": 10
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.7631578947368421,
      "eval_f1_dry": 0.8,
      "eval_f1_firm": 0.9523809523809523,
      "eval_f1_humid": 0.7,
      "eval_f1_lump": 0.0,
      "eval_f1_macro": 0.6865079365079364,
      "eval_f1_moist": 0.6666666666666666,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.9397746920585632,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 0.9090909090909091,
      "eval_precision_humid": 0.5384615384615384,
      "eval_precision_lump": 0.0,
      "eval_precision_macro": 0.6745920745920747,
      "eval_precision_moist": 0.6,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 0.6666666666666666,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 0.0,
      "eval_recall_macro": 0.736111111111111,
      "eval_recall_moist": 0.75,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6614,
      "eval_samples_per_second": 57.456,
      "eval_steps_per_second": 4.536,
      "step": 12
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8947368421052632,
      "eval_f1_dry": 0.8,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 0.875,
      "eval_f1_lump": 0.9090909090909091,
      "eval_f1_macro": 0.8751262626262627,
      "eval_f1_moist": 0.6666666666666666,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.623245894908905,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 0.7777777777777778,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 0.8962962962962963,
      "eval_precision_moist": 0.6,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 0.6666666666666666,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 0.8333333333333334,
      "eval_recall_macro": 0.875,
      "eval_recall_moist": 0.75,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.7369,
      "eval_samples_per_second": 51.565,
      "eval_steps_per_second": 4.071,
      "step": 15
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9736842105263158,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 0.9333333333333333,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 0.9650793650793651,
      "eval_f1_moist": 0.8571428571428571,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.32733020186424255,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 0.875,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 0.9791666666666666,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 0.9583333333333334,
      "eval_recall_moist": 0.75,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 1.1558,
      "eval_samples_per_second": 32.879,
      "eval_steps_per_second": 2.596,
      "step": 18
    },
    {
      "epoch": 6.8,
      "grad_norm": 2.2400197982788086,
      "learning_rate": 4.851851851851852e-05,
      "loss": 0.6436,
      "step": 20
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9210526315789473,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 0.875,
      "eval_f1_lump": 0.9090909090909091,
      "eval_f1_macro": 0.9038299663299663,
      "eval_f1_moist": 0.75,
      "eval_f1_rockies": 0.8888888888888888,
      "eval_loss": 0.2520924210548401,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 0.7777777777777778,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 0.9212962962962963,
      "eval_precision_moist": 0.75,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 0.8333333333333334,
      "eval_recall_macro": 0.8972222222222223,
      "eval_recall_moist": 0.75,
      "eval_recall_rockies": 0.8,
      "eval_runtime": 0.7413,
      "eval_samples_per_second": 51.26,
      "eval_steps_per_second": 4.047,
      "step": 21
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.9473684210526315,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 0.9166666666666666,
      "eval_f1_moist": 0.6666666666666666,
      "eval_f1_rockies": 0.8333333333333334,
      "eval_loss": 0.13729172945022583,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 0.9523809523809524,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 0.7142857142857143,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 0.9166666666666666,
      "eval_recall_moist": 0.5,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6765,
      "eval_samples_per_second": 56.168,
      "eval_steps_per_second": 4.434,
      "step": 24
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.9473684210526315,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 0.9333333333333333,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 0.9287037037037038,
      "eval_f1_moist": 0.75,
      "eval_f1_rockies": 0.8888888888888888,
      "eval_loss": 0.15521343052387238,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 0.875,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 0.9375,
      "eval_precision_moist": 0.75,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 0.9249999999999999,
      "eval_recall_moist": 0.75,
      "eval_recall_rockies": 0.8,
      "eval_runtime": 0.6709,
      "eval_samples_per_second": 56.642,
      "eval_steps_per_second": 4.472,
      "step": 27
    },
    {
      "epoch": 10.0,
      "grad_norm": 2.4721362590789795,
      "learning_rate": 4.481481481481482e-05,
      "loss": 0.1165,
      "step": 30
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.054696615785360336,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.7869,
      "eval_samples_per_second": 48.292,
      "eval_steps_per_second": 3.813,
      "step": 30
    },
    {
      "epoch": 11.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.05095173045992851,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6642,
      "eval_samples_per_second": 57.213,
      "eval_steps_per_second": 4.517,
      "step": 33
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.9736842105263158,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 0.9629629629629631,
      "eval_f1_moist": 0.8888888888888888,
      "eval_f1_rockies": 0.8888888888888888,
      "eval_loss": 0.09588845074176788,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 0.9666666666666667,
      "eval_precision_moist": 0.8,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 0.9666666666666667,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 0.8,
      "eval_runtime": 0.7339,
      "eval_samples_per_second": 51.782,
      "eval_steps_per_second": 4.088,
      "step": 36
    },
    {
      "epoch": 13.0,
      "eval_accuracy": 0.9473684210526315,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 0.9333333333333333,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 0.9287037037037038,
      "eval_f1_moist": 0.75,
      "eval_f1_rockies": 0.8888888888888888,
      "eval_loss": 0.06681454926729202,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 0.875,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 0.9375,
      "eval_precision_moist": 0.75,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 0.9249999999999999,
      "eval_recall_moist": 0.75,
      "eval_recall_rockies": 0.8,
      "eval_runtime": 0.7404,
      "eval_samples_per_second": 51.327,
      "eval_steps_per_second": 4.052,
      "step": 39
    },
    {
      "epoch": 13.4,
      "grad_norm": 0.25804993510246277,
      "learning_rate": 4.111111111111111e-05,
      "loss": 0.023,
      "step": 40
    },
    {
      "epoch": 14.0,
      "eval_accuracy": 0.9736842105263158,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 0.9333333333333333,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 0.9650793650793651,
      "eval_f1_moist": 0.8571428571428571,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.07483488321304321,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 0.875,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 0.9791666666666666,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 0.9583333333333334,
      "eval_recall_moist": 0.75,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.7353,
      "eval_samples_per_second": 51.68,
      "eval_steps_per_second": 4.08,
      "step": 42
    },
    {
      "epoch": 15.0,
      "eval_accuracy": 0.9736842105263158,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 0.9333333333333333,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 0.9650793650793651,
      "eval_f1_moist": 0.8571428571428571,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.04593011736869812,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 0.875,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 0.9791666666666666,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 0.9583333333333334,
      "eval_recall_moist": 0.75,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6961,
      "eval_samples_per_second": 54.588,
      "eval_steps_per_second": 4.31,
      "step": 45
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.9736842105263158,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 0.9629629629629631,
      "eval_f1_moist": 0.8888888888888888,
      "eval_f1_rockies": 0.8888888888888888,
      "eval_loss": 0.052568551152944565,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 0.9666666666666667,
      "eval_precision_moist": 0.8,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 0.9666666666666667,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 0.8,
      "eval_runtime": 0.7089,
      "eval_samples_per_second": 53.605,
      "eval_steps_per_second": 4.232,
      "step": 48
    },
    {
      "epoch": 16.8,
      "grad_norm": 0.06971626728773117,
      "learning_rate": 3.740740740740741e-05,
      "loss": 0.0091,
      "step": 50
    },
    {
      "epoch": 17.0,
      "eval_accuracy": 0.9736842105263158,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 0.9333333333333333,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 0.9650793650793651,
      "eval_f1_moist": 0.8571428571428571,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.0735773891210556,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 0.875,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 0.9791666666666666,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 0.9583333333333334,
      "eval_recall_moist": 0.75,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6761,
      "eval_samples_per_second": 56.204,
      "eval_steps_per_second": 4.437,
      "step": 51
    },
    {
      "epoch": 18.0,
      "eval_accuracy": 0.9473684210526315,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 0.875,
      "eval_f1_lump": 0.9090909090909091,
      "eval_f1_macro": 0.9402056277056277,
      "eval_f1_moist": 0.8571428571428571,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.08610320836305618,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 0.7777777777777778,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 0.9629629629629629,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 0.8333333333333334,
      "eval_recall_macro": 0.9305555555555557,
      "eval_recall_moist": 0.75,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6727,
      "eval_samples_per_second": 56.492,
      "eval_steps_per_second": 4.46,
      "step": 54
    },
    {
      "epoch": 19.0,
      "eval_accuracy": 0.9736842105263158,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 0.9333333333333333,
      "eval_f1_lump": 0.9090909090909091,
      "eval_f1_macro": 0.9737373737373738,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.059885572642087936,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 0.875,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 0.9791666666666666,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 0.8333333333333334,
      "eval_recall_macro": 0.9722222222222223,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6892,
      "eval_samples_per_second": 55.133,
      "eval_steps_per_second": 4.353,
      "step": 57
    },
    {
      "epoch": 20.0,
      "grad_norm": 0.10011594742536545,
      "learning_rate": 3.3703703703703706e-05,
      "loss": 0.0036,
      "step": 60
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.022346777841448784,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6684,
      "eval_samples_per_second": 56.854,
      "eval_steps_per_second": 4.488,
      "step": 60
    },
    {
      "epoch": 21.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.008191967383027077,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6681,
      "eval_samples_per_second": 56.874,
      "eval_steps_per_second": 4.49,
      "step": 63
    },
    {
      "epoch": 22.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.004844570532441139,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6585,
      "eval_samples_per_second": 57.711,
      "eval_steps_per_second": 4.556,
      "step": 66
    },
    {
      "epoch": 23.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.0039038031827658415,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6573,
      "eval_samples_per_second": 57.811,
      "eval_steps_per_second": 4.564,
      "step": 69
    },
    {
      "epoch": 23.4,
      "grad_norm": 0.052555520087480545,
      "learning_rate": 3e-05,
      "loss": 0.0021,
      "step": 70
    },
    {
      "epoch": 24.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.0036111008375883102,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.67,
      "eval_samples_per_second": 56.716,
      "eval_steps_per_second": 4.478,
      "step": 72
    },
    {
      "epoch": 25.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.003612279426306486,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6757,
      "eval_samples_per_second": 56.236,
      "eval_steps_per_second": 4.44,
      "step": 75
    },
    {
      "epoch": 26.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.0040664165280759335,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6624,
      "eval_samples_per_second": 57.37,
      "eval_steps_per_second": 4.529,
      "step": 78
    },
    {
      "epoch": 26.8,
      "grad_norm": 0.017726685851812363,
      "learning_rate": 2.6296296296296296e-05,
      "loss": 0.0016,
      "step": 80
    },
    {
      "epoch": 27.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.005073578096926212,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6591,
      "eval_samples_per_second": 57.651,
      "eval_steps_per_second": 4.551,
      "step": 81
    },
    {
      "epoch": 28.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.006673986092209816,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6709,
      "eval_samples_per_second": 56.64,
      "eval_steps_per_second": 4.472,
      "step": 84
    },
    {
      "epoch": 29.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.008735415525734425,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6851,
      "eval_samples_per_second": 55.468,
      "eval_steps_per_second": 4.379,
      "step": 87
    },
    {
      "epoch": 30.0,
      "grad_norm": 0.019602151587605476,
      "learning_rate": 2.2592592592592594e-05,
      "loss": 0.0013,
      "step": 90
    },
    {
      "epoch": 30.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.010786506347358227,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6747,
      "eval_samples_per_second": 56.324,
      "eval_steps_per_second": 4.447,
      "step": 90
    },
    {
      "epoch": 31.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.012865853495895863,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6688,
      "eval_samples_per_second": 56.821,
      "eval_steps_per_second": 4.486,
      "step": 93
    },
    {
      "epoch": 32.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.013852025382220745,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 1.2041,
      "eval_samples_per_second": 31.558,
      "eval_steps_per_second": 2.491,
      "step": 96
    },
    {
      "epoch": 33.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.014263465069234371,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6718,
      "eval_samples_per_second": 56.561,
      "eval_steps_per_second": 4.465,
      "step": 99
    },
    {
      "epoch": 33.4,
      "grad_norm": 0.013969006948173046,
      "learning_rate": 1.888888888888889e-05,
      "loss": 0.0011,
      "step": 100
    },
    {
      "epoch": 34.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.014433705247938633,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6884,
      "eval_samples_per_second": 55.2,
      "eval_steps_per_second": 4.358,
      "step": 102
    },
    {
      "epoch": 35.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.014307624660432339,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6652,
      "eval_samples_per_second": 57.129,
      "eval_steps_per_second": 4.51,
      "step": 105
    },
    {
      "epoch": 36.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.013969190418720245,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6928,
      "eval_samples_per_second": 54.846,
      "eval_steps_per_second": 4.33,
      "step": 108
    },
    {
      "epoch": 36.8,
      "grad_norm": 0.011866221204400063,
      "learning_rate": 1.5185185185185186e-05,
      "loss": 0.001,
      "step": 110
    },
    {
      "epoch": 37.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.013421060517430305,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6713,
      "eval_samples_per_second": 56.605,
      "eval_steps_per_second": 4.469,
      "step": 111
    },
    {
      "epoch": 38.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.012647929601371288,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6646,
      "eval_samples_per_second": 57.176,
      "eval_steps_per_second": 4.514,
      "step": 114
    },
    {
      "epoch": 39.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.011756044812500477,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.7478,
      "eval_samples_per_second": 50.813,
      "eval_steps_per_second": 4.012,
      "step": 117
    },
    {
      "epoch": 40.0,
      "grad_norm": 0.016002096235752106,
      "learning_rate": 1.1481481481481482e-05,
      "loss": 0.001,
      "step": 120
    },
    {
      "epoch": 40.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.01096806488931179,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.663,
      "eval_samples_per_second": 57.319,
      "eval_steps_per_second": 4.525,
      "step": 120
    },
    {
      "epoch": 41.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.010448604822158813,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6705,
      "eval_samples_per_second": 56.673,
      "eval_steps_per_second": 4.474,
      "step": 123
    },
    {
      "epoch": 42.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.010021907277405262,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6723,
      "eval_samples_per_second": 56.521,
      "eval_steps_per_second": 4.462,
      "step": 126
    },
    {
      "epoch": 43.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.009785743430256844,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.689,
      "eval_samples_per_second": 55.148,
      "eval_steps_per_second": 4.354,
      "step": 129
    },
    {
      "epoch": 43.4,
      "grad_norm": 0.011299243196845055,
      "learning_rate": 7.777777777777777e-06,
      "loss": 0.0009,
      "step": 130
    },
    {
      "epoch": 44.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.009630183689296246,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6698,
      "eval_samples_per_second": 56.735,
      "eval_steps_per_second": 4.479,
      "step": 132
    },
    {
      "epoch": 45.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.009469670243561268,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6835,
      "eval_samples_per_second": 55.592,
      "eval_steps_per_second": 4.389,
      "step": 135
    },
    {
      "epoch": 46.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.009332198649644852,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.672,
      "eval_samples_per_second": 56.549,
      "eval_steps_per_second": 4.464,
      "step": 138
    },
    {
      "epoch": 46.8,
      "grad_norm": 0.011965502053499222,
      "learning_rate": 4.074074074074075e-06,
      "loss": 0.0009,
      "step": 140
    },
    {
      "epoch": 47.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.009224910289049149,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6702,
      "eval_samples_per_second": 56.702,
      "eval_steps_per_second": 4.476,
      "step": 141
    },
    {
      "epoch": 48.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.009173477999866009,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.7274,
      "eval_samples_per_second": 52.242,
      "eval_steps_per_second": 4.124,
      "step": 144
    },
    {
      "epoch": 49.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.009150910191237926,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6693,
      "eval_samples_per_second": 56.778,
      "eval_steps_per_second": 4.482,
      "step": 147
    },
    {
      "epoch": 50.0,
      "grad_norm": 0.01177594717592001,
      "learning_rate": 3.703703703703704e-07,
      "loss": 0.0009,
      "step": 150
    },
    {
      "epoch": 50.0,
      "eval_accuracy": 1.0,
      "eval_f1_dry": 1.0,
      "eval_f1_firm": 1.0,
      "eval_f1_humid": 1.0,
      "eval_f1_lump": 1.0,
      "eval_f1_macro": 1.0,
      "eval_f1_moist": 1.0,
      "eval_f1_rockies": 1.0,
      "eval_loss": 0.009149772115051746,
      "eval_precision_dry": 1.0,
      "eval_precision_firm": 1.0,
      "eval_precision_humid": 1.0,
      "eval_precision_lump": 1.0,
      "eval_precision_macro": 1.0,
      "eval_precision_moist": 1.0,
      "eval_precision_rockies": 1.0,
      "eval_recall_dry": 1.0,
      "eval_recall_firm": 1.0,
      "eval_recall_humid": 1.0,
      "eval_recall_lump": 1.0,
      "eval_recall_macro": 1.0,
      "eval_recall_moist": 1.0,
      "eval_recall_rockies": 1.0,
      "eval_runtime": 0.6821,
      "eval_samples_per_second": 55.711,
      "eval_steps_per_second": 4.398,
      "step": 150
    },
    {
      "epoch": 50.0,
      "step": 150,
      "total_flos": 1.74247705460736e+18,
      "train_loss": 0.16261619688322146,
      "train_runtime": 336.1639,
      "train_samples_per_second": 22.311,
      "train_steps_per_second": 0.446
    }
  ],
  "logging_steps": 10,
  "max_steps": 150,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 50,
  "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": 1.74247705460736e+18,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}