{
  "best_metric": 0.8272958397865295,
  "best_model_checkpoint": "./vit-base-renovation2/checkpoint-250",
  "epoch": 4.0,
  "eval_steps": 25,
  "global_step": 496,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.08,
      "grad_norm": 1.815894365310669,
      "learning_rate": 0.00019596774193548388,
      "loss": 1.5846,
      "step": 10
    },
    {
      "epoch": 0.16,
      "grad_norm": 2.0016415119171143,
      "learning_rate": 0.00019193548387096775,
      "loss": 1.359,
      "step": 20
    },
    {
      "epoch": 0.2,
      "eval_accuracy": 0.4657534246575342,
      "eval_loss": 1.2074170112609863,
      "eval_runtime": 7.6692,
      "eval_samples_per_second": 28.556,
      "eval_steps_per_second": 3.651,
      "step": 25
    },
    {
      "epoch": 0.24,
      "grad_norm": 1.6700384616851807,
      "learning_rate": 0.00018790322580645164,
      "loss": 1.182,
      "step": 30
    },
    {
      "epoch": 0.32,
      "grad_norm": 2.4473767280578613,
      "learning_rate": 0.00018387096774193548,
      "loss": 1.1559,
      "step": 40
    },
    {
      "epoch": 0.4,
      "grad_norm": 2.757627010345459,
      "learning_rate": 0.00017983870967741935,
      "loss": 1.1384,
      "step": 50
    },
    {
      "epoch": 0.4,
      "eval_accuracy": 0.5205479452054794,
      "eval_loss": 1.1213266849517822,
      "eval_runtime": 8.2359,
      "eval_samples_per_second": 26.591,
      "eval_steps_per_second": 3.4,
      "step": 50
    },
    {
      "epoch": 0.48,
      "grad_norm": 1.8923784494400024,
      "learning_rate": 0.00017580645161290325,
      "loss": 1.147,
      "step": 60
    },
    {
      "epoch": 0.56,
      "grad_norm": 2.0101828575134277,
      "learning_rate": 0.00017177419354838711,
      "loss": 1.0866,
      "step": 70
    },
    {
      "epoch": 0.6,
      "eval_accuracy": 0.6301369863013698,
      "eval_loss": 0.9746416807174683,
      "eval_runtime": 8.0785,
      "eval_samples_per_second": 27.109,
      "eval_steps_per_second": 3.466,
      "step": 75
    },
    {
      "epoch": 0.65,
      "grad_norm": 3.479001522064209,
      "learning_rate": 0.00016774193548387098,
      "loss": 0.875,
      "step": 80
    },
    {
      "epoch": 0.73,
      "grad_norm": 3.4011082649230957,
      "learning_rate": 0.00016370967741935485,
      "loss": 1.1928,
      "step": 90
    },
    {
      "epoch": 0.81,
      "grad_norm": 2.3756794929504395,
      "learning_rate": 0.00015967741935483872,
      "loss": 1.1787,
      "step": 100
    },
    {
      "epoch": 0.81,
      "eval_accuracy": 0.5662100456621004,
      "eval_loss": 1.0523391962051392,
      "eval_runtime": 9.1559,
      "eval_samples_per_second": 23.919,
      "eval_steps_per_second": 3.058,
      "step": 100
    },
    {
      "epoch": 0.89,
      "grad_norm": 1.5179095268249512,
      "learning_rate": 0.0001556451612903226,
      "loss": 0.9827,
      "step": 110
    },
    {
      "epoch": 0.97,
      "grad_norm": 2.3550424575805664,
      "learning_rate": 0.00015161290322580646,
      "loss": 0.9242,
      "step": 120
    },
    {
      "epoch": 1.01,
      "eval_accuracy": 0.6255707762557078,
      "eval_loss": 0.9543189406394958,
      "eval_runtime": 7.3462,
      "eval_samples_per_second": 29.812,
      "eval_steps_per_second": 3.812,
      "step": 125
    },
    {
      "epoch": 1.05,
      "grad_norm": 1.8633378744125366,
      "learning_rate": 0.00014758064516129032,
      "loss": 0.8227,
      "step": 130
    },
    {
      "epoch": 1.13,
      "grad_norm": 2.0424883365631104,
      "learning_rate": 0.00014354838709677422,
      "loss": 0.747,
      "step": 140
    },
    {
      "epoch": 1.21,
      "grad_norm": 2.2865993976593018,
      "learning_rate": 0.0001395161290322581,
      "loss": 0.7945,
      "step": 150
    },
    {
      "epoch": 1.21,
      "eval_accuracy": 0.6118721461187214,
      "eval_loss": 0.9199973940849304,
      "eval_runtime": 7.7884,
      "eval_samples_per_second": 28.119,
      "eval_steps_per_second": 3.595,
      "step": 150
    },
    {
      "epoch": 1.29,
      "grad_norm": 1.884401798248291,
      "learning_rate": 0.00013548387096774193,
      "loss": 0.9408,
      "step": 160
    },
    {
      "epoch": 1.37,
      "grad_norm": 2.085380792617798,
      "learning_rate": 0.0001314516129032258,
      "loss": 0.8379,
      "step": 170
    },
    {
      "epoch": 1.41,
      "eval_accuracy": 0.6712328767123288,
      "eval_loss": 0.8447285294532776,
      "eval_runtime": 7.8794,
      "eval_samples_per_second": 27.794,
      "eval_steps_per_second": 3.554,
      "step": 175
    },
    {
      "epoch": 1.45,
      "grad_norm": 2.1437325477600098,
      "learning_rate": 0.0001274193548387097,
      "loss": 0.8348,
      "step": 180
    },
    {
      "epoch": 1.53,
      "grad_norm": 1.6616462469100952,
      "learning_rate": 0.00012338709677419356,
      "loss": 0.6521,
      "step": 190
    },
    {
      "epoch": 1.61,
      "grad_norm": 2.3329973220825195,
      "learning_rate": 0.00011935483870967743,
      "loss": 0.7253,
      "step": 200
    },
    {
      "epoch": 1.61,
      "eval_accuracy": 0.6575342465753424,
      "eval_loss": 0.8642416596412659,
      "eval_runtime": 7.2392,
      "eval_samples_per_second": 30.252,
      "eval_steps_per_second": 3.868,
      "step": 200
    },
    {
      "epoch": 1.69,
      "grad_norm": 3.4008474349975586,
      "learning_rate": 0.00011532258064516131,
      "loss": 0.6683,
      "step": 210
    },
    {
      "epoch": 1.77,
      "grad_norm": 2.7154157161712646,
      "learning_rate": 0.00011129032258064515,
      "loss": 0.6344,
      "step": 220
    },
    {
      "epoch": 1.81,
      "eval_accuracy": 0.6438356164383562,
      "eval_loss": 0.8443467020988464,
      "eval_runtime": 7.7267,
      "eval_samples_per_second": 28.343,
      "eval_steps_per_second": 3.624,
      "step": 225
    },
    {
      "epoch": 1.85,
      "grad_norm": 2.2653236389160156,
      "learning_rate": 0.00010725806451612903,
      "loss": 0.768,
      "step": 230
    },
    {
      "epoch": 1.94,
      "grad_norm": 2.3153140544891357,
      "learning_rate": 0.0001032258064516129,
      "loss": 0.8194,
      "step": 240
    },
    {
      "epoch": 2.02,
      "grad_norm": 1.3728018999099731,
      "learning_rate": 9.919354838709678e-05,
      "loss": 0.6521,
      "step": 250
    },
    {
      "epoch": 2.02,
      "eval_accuracy": 0.6666666666666666,
      "eval_loss": 0.8272958397865295,
      "eval_runtime": 7.9935,
      "eval_samples_per_second": 27.397,
      "eval_steps_per_second": 3.503,
      "step": 250
    },
    {
      "epoch": 2.1,
      "grad_norm": 1.0636628866195679,
      "learning_rate": 9.516129032258065e-05,
      "loss": 0.3979,
      "step": 260
    },
    {
      "epoch": 2.18,
      "grad_norm": 1.3106963634490967,
      "learning_rate": 9.112903225806452e-05,
      "loss": 0.3627,
      "step": 270
    },
    {
      "epoch": 2.22,
      "eval_accuracy": 0.6712328767123288,
      "eval_loss": 0.865295946598053,
      "eval_runtime": 7.9627,
      "eval_samples_per_second": 27.503,
      "eval_steps_per_second": 3.516,
      "step": 275
    },
    {
      "epoch": 2.26,
      "grad_norm": 1.7618376016616821,
      "learning_rate": 8.709677419354839e-05,
      "loss": 0.3624,
      "step": 280
    },
    {
      "epoch": 2.34,
      "grad_norm": 1.3475382328033447,
      "learning_rate": 8.306451612903227e-05,
      "loss": 0.4034,
      "step": 290
    },
    {
      "epoch": 2.42,
      "grad_norm": 3.0443389415740967,
      "learning_rate": 7.903225806451613e-05,
      "loss": 0.2523,
      "step": 300
    },
    {
      "epoch": 2.42,
      "eval_accuracy": 0.6894977168949772,
      "eval_loss": 0.874794065952301,
      "eval_runtime": 7.2976,
      "eval_samples_per_second": 30.01,
      "eval_steps_per_second": 3.837,
      "step": 300
    },
    {
      "epoch": 2.5,
      "grad_norm": 2.961167812347412,
      "learning_rate": 7.500000000000001e-05,
      "loss": 0.3129,
      "step": 310
    },
    {
      "epoch": 2.58,
      "grad_norm": 1.5659066438674927,
      "learning_rate": 7.096774193548388e-05,
      "loss": 0.363,
      "step": 320
    },
    {
      "epoch": 2.62,
      "eval_accuracy": 0.684931506849315,
      "eval_loss": 0.8407436609268188,
      "eval_runtime": 7.6113,
      "eval_samples_per_second": 28.773,
      "eval_steps_per_second": 3.679,
      "step": 325
    },
    {
      "epoch": 2.66,
      "grad_norm": 1.1653140783309937,
      "learning_rate": 6.733870967741935e-05,
      "loss": 0.3924,
      "step": 330
    },
    {
      "epoch": 2.74,
      "grad_norm": 3.533656358718872,
      "learning_rate": 6.330645161290322e-05,
      "loss": 0.3786,
      "step": 340
    },
    {
      "epoch": 2.82,
      "grad_norm": 3.4866058826446533,
      "learning_rate": 5.9274193548387104e-05,
      "loss": 0.3433,
      "step": 350
    },
    {
      "epoch": 2.82,
      "eval_accuracy": 0.6484018264840182,
      "eval_loss": 0.969610333442688,
      "eval_runtime": 8.4636,
      "eval_samples_per_second": 25.875,
      "eval_steps_per_second": 3.308,
      "step": 350
    },
    {
      "epoch": 2.9,
      "grad_norm": 0.8572694659233093,
      "learning_rate": 5.5241935483870966e-05,
      "loss": 0.3991,
      "step": 360
    },
    {
      "epoch": 2.98,
      "grad_norm": 2.2343902587890625,
      "learning_rate": 5.120967741935484e-05,
      "loss": 0.2874,
      "step": 370
    },
    {
      "epoch": 3.02,
      "eval_accuracy": 0.680365296803653,
      "eval_loss": 0.9290387034416199,
      "eval_runtime": 7.9323,
      "eval_samples_per_second": 27.608,
      "eval_steps_per_second": 3.53,
      "step": 375
    },
    {
      "epoch": 3.06,
      "grad_norm": 0.40827465057373047,
      "learning_rate": 4.7177419354838716e-05,
      "loss": 0.1757,
      "step": 380
    },
    {
      "epoch": 3.15,
      "grad_norm": 0.28673678636550903,
      "learning_rate": 4.3145161290322584e-05,
      "loss": 0.122,
      "step": 390
    },
    {
      "epoch": 3.23,
      "grad_norm": 1.3551135063171387,
      "learning_rate": 3.911290322580645e-05,
      "loss": 0.1682,
      "step": 400
    },
    {
      "epoch": 3.23,
      "eval_accuracy": 0.6575342465753424,
      "eval_loss": 0.9713302254676819,
      "eval_runtime": 7.4128,
      "eval_samples_per_second": 29.543,
      "eval_steps_per_second": 3.777,
      "step": 400
    },
    {
      "epoch": 3.31,
      "grad_norm": 0.3541167676448822,
      "learning_rate": 3.508064516129033e-05,
      "loss": 0.1371,
      "step": 410
    },
    {
      "epoch": 3.39,
      "grad_norm": 1.2407793998718262,
      "learning_rate": 3.1048387096774195e-05,
      "loss": 0.1575,
      "step": 420
    },
    {
      "epoch": 3.43,
      "eval_accuracy": 0.680365296803653,
      "eval_loss": 0.9963440299034119,
      "eval_runtime": 7.3009,
      "eval_samples_per_second": 29.996,
      "eval_steps_per_second": 3.835,
      "step": 425
    },
    {
      "epoch": 3.47,
      "grad_norm": 2.0023341178894043,
      "learning_rate": 2.7016129032258064e-05,
      "loss": 0.1432,
      "step": 430
    },
    {
      "epoch": 3.55,
      "grad_norm": 0.3904053568840027,
      "learning_rate": 2.2983870967741935e-05,
      "loss": 0.1827,
      "step": 440
    },
    {
      "epoch": 3.63,
      "grad_norm": 0.42743560671806335,
      "learning_rate": 1.8951612903225807e-05,
      "loss": 0.0822,
      "step": 450
    },
    {
      "epoch": 3.63,
      "eval_accuracy": 0.7123287671232876,
      "eval_loss": 0.9472664594650269,
      "eval_runtime": 7.4585,
      "eval_samples_per_second": 29.362,
      "eval_steps_per_second": 3.754,
      "step": 450
    },
    {
      "epoch": 3.71,
      "grad_norm": 0.7994292974472046,
      "learning_rate": 1.4919354838709679e-05,
      "loss": 0.133,
      "step": 460
    },
    {
      "epoch": 3.79,
      "grad_norm": 0.4317198097705841,
      "learning_rate": 1.0887096774193549e-05,
      "loss": 0.1678,
      "step": 470
    },
    {
      "epoch": 3.83,
      "eval_accuracy": 0.7031963470319634,
      "eval_loss": 0.9787965416908264,
      "eval_runtime": 7.434,
      "eval_samples_per_second": 29.459,
      "eval_steps_per_second": 3.766,
      "step": 475
    },
    {
      "epoch": 3.87,
      "grad_norm": 0.2247464805841446,
      "learning_rate": 6.854838709677419e-06,
      "loss": 0.148,
      "step": 480
    },
    {
      "epoch": 3.95,
      "grad_norm": 0.28201037645339966,
      "learning_rate": 2.82258064516129e-06,
      "loss": 0.1406,
      "step": 490
    },
    {
      "epoch": 4.0,
      "step": 496,
      "total_flos": 6.10974224738132e+17,
      "train_loss": 0.601069396421794,
      "train_runtime": 693.9158,
      "train_samples_per_second": 11.362,
      "train_steps_per_second": 0.715
    }
  ],
  "logging_steps": 10,
  "max_steps": 496,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 25,
  "total_flos": 6.10974224738132e+17,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}