{
  "best_metric": 0.8748477697372437,
  "best_model_checkpoint": "/media/mldrive/kcardenas/limb_classification_person_crop/beit-large-patch16-384/8_1e-5_1e-4_0.1/checkpoint-1926",
  "epoch": 10.0,
  "eval_steps": 500,
  "global_step": 2140,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.11682242990654206,
      "grad_norm": 1288282.125,
      "learning_rate": 5.000000000000001e-07,
      "loss": 1.6003,
      "step": 25
    },
    {
      "epoch": 0.2336448598130841,
      "grad_norm": 1179080.75,
      "learning_rate": 1.0000000000000002e-06,
      "loss": 1.5656,
      "step": 50
    },
    {
      "epoch": 0.35046728971962615,
      "grad_norm": 1302664.0,
      "learning_rate": 1.5e-06,
      "loss": 1.5881,
      "step": 75
    },
    {
      "epoch": 0.4672897196261682,
      "grad_norm": 1064078.25,
      "learning_rate": 2.0000000000000003e-06,
      "loss": 1.5212,
      "step": 100
    },
    {
      "epoch": 0.5841121495327103,
      "grad_norm": 891409.25,
      "learning_rate": 2.5e-06,
      "loss": 1.4607,
      "step": 125
    },
    {
      "epoch": 0.7009345794392523,
      "grad_norm": 506389.46875,
      "learning_rate": 3e-06,
      "loss": 1.4285,
      "step": 150
    },
    {
      "epoch": 0.8177570093457944,
      "grad_norm": 858052.0,
      "learning_rate": 3.5e-06,
      "loss": 1.3972,
      "step": 175
    },
    {
      "epoch": 0.9345794392523364,
      "grad_norm": 647255.5,
      "learning_rate": 4.000000000000001e-06,
      "loss": 1.4023,
      "step": 200
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.2744610281923715,
      "eval_loss": 1.3974584341049194,
      "eval_runtime": 15.3016,
      "eval_samples_per_second": 78.815,
      "eval_steps_per_second": 2.483,
      "step": 214
    },
    {
      "epoch": 1.0514018691588785,
      "grad_norm": 432902.65625,
      "learning_rate": 4.5e-06,
      "loss": 1.3877,
      "step": 225
    },
    {
      "epoch": 1.1682242990654206,
      "grad_norm": 387082.78125,
      "learning_rate": 5e-06,
      "loss": 1.3642,
      "step": 250
    },
    {
      "epoch": 1.2850467289719627,
      "grad_norm": 460995.21875,
      "learning_rate": 5.500000000000001e-06,
      "loss": 1.3537,
      "step": 275
    },
    {
      "epoch": 1.4018691588785046,
      "grad_norm": 426754.125,
      "learning_rate": 6e-06,
      "loss": 1.3536,
      "step": 300
    },
    {
      "epoch": 1.5186915887850467,
      "grad_norm": 689839.1875,
      "learning_rate": 6.5000000000000004e-06,
      "loss": 1.3486,
      "step": 325
    },
    {
      "epoch": 1.6355140186915889,
      "grad_norm": 525583.1875,
      "learning_rate": 7e-06,
      "loss": 1.3369,
      "step": 350
    },
    {
      "epoch": 1.7523364485981308,
      "grad_norm": 458157.90625,
      "learning_rate": 7.500000000000001e-06,
      "loss": 1.3238,
      "step": 375
    },
    {
      "epoch": 1.8691588785046729,
      "grad_norm": 716735.5,
      "learning_rate": 8.000000000000001e-06,
      "loss": 1.2738,
      "step": 400
    },
    {
      "epoch": 1.985981308411215,
      "grad_norm": 547995.0625,
      "learning_rate": 8.5e-06,
      "loss": 1.2554,
      "step": 425
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.49087893864013266,
      "eval_loss": 1.1979795694351196,
      "eval_runtime": 15.2164,
      "eval_samples_per_second": 79.257,
      "eval_steps_per_second": 2.497,
      "step": 428
    },
    {
      "epoch": 2.102803738317757,
      "grad_norm": 715070.1875,
      "learning_rate": 9e-06,
      "loss": 1.2346,
      "step": 450
    },
    {
      "epoch": 2.2196261682242993,
      "grad_norm": 568589.125,
      "learning_rate": 9.5e-06,
      "loss": 1.2079,
      "step": 475
    },
    {
      "epoch": 2.336448598130841,
      "grad_norm": 374537.625,
      "learning_rate": 1e-05,
      "loss": 1.2209,
      "step": 500
    },
    {
      "epoch": 2.453271028037383,
      "grad_norm": 539741.6875,
      "learning_rate": 9.847560975609756e-06,
      "loss": 1.2072,
      "step": 525
    },
    {
      "epoch": 2.5700934579439254,
      "grad_norm": 434154.53125,
      "learning_rate": 9.695121951219513e-06,
      "loss": 1.1796,
      "step": 550
    },
    {
      "epoch": 2.6869158878504673,
      "grad_norm": 416858.96875,
      "learning_rate": 9.542682926829268e-06,
      "loss": 1.182,
      "step": 575
    },
    {
      "epoch": 2.803738317757009,
      "grad_norm": 434543.6875,
      "learning_rate": 9.390243902439025e-06,
      "loss": 1.1822,
      "step": 600
    },
    {
      "epoch": 2.9205607476635516,
      "grad_norm": 560064.375,
      "learning_rate": 9.237804878048782e-06,
      "loss": 1.1636,
      "step": 625
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.5978441127694859,
      "eval_loss": 1.027214765548706,
      "eval_runtime": 15.3221,
      "eval_samples_per_second": 78.71,
      "eval_steps_per_second": 2.48,
      "step": 642
    },
    {
      "epoch": 3.0373831775700935,
      "grad_norm": 413180.0,
      "learning_rate": 9.085365853658538e-06,
      "loss": 1.1574,
      "step": 650
    },
    {
      "epoch": 3.1542056074766354,
      "grad_norm": 562978.6875,
      "learning_rate": 8.932926829268293e-06,
      "loss": 1.0971,
      "step": 675
    },
    {
      "epoch": 3.2710280373831777,
      "grad_norm": 429750.75,
      "learning_rate": 8.78048780487805e-06,
      "loss": 1.1231,
      "step": 700
    },
    {
      "epoch": 3.3878504672897196,
      "grad_norm": 592197.9375,
      "learning_rate": 8.628048780487805e-06,
      "loss": 1.1382,
      "step": 725
    },
    {
      "epoch": 3.5046728971962615,
      "grad_norm": 402836.8125,
      "learning_rate": 8.475609756097562e-06,
      "loss": 1.1188,
      "step": 750
    },
    {
      "epoch": 3.621495327102804,
      "grad_norm": 506094.375,
      "learning_rate": 8.323170731707317e-06,
      "loss": 1.1118,
      "step": 775
    },
    {
      "epoch": 3.7383177570093458,
      "grad_norm": 520306.875,
      "learning_rate": 8.170731707317073e-06,
      "loss": 1.1209,
      "step": 800
    },
    {
      "epoch": 3.8551401869158877,
      "grad_norm": 517659.96875,
      "learning_rate": 8.01829268292683e-06,
      "loss": 1.0998,
      "step": 825
    },
    {
      "epoch": 3.97196261682243,
      "grad_norm": 463775.65625,
      "learning_rate": 7.865853658536587e-06,
      "loss": 1.0988,
      "step": 850
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.5953565505804311,
      "eval_loss": 1.0476573705673218,
      "eval_runtime": 15.1491,
      "eval_samples_per_second": 79.609,
      "eval_steps_per_second": 2.508,
      "step": 856
    },
    {
      "epoch": 4.088785046728972,
      "grad_norm": 501856.03125,
      "learning_rate": 7.713414634146342e-06,
      "loss": 1.0932,
      "step": 875
    },
    {
      "epoch": 4.205607476635514,
      "grad_norm": 517486.46875,
      "learning_rate": 7.560975609756098e-06,
      "loss": 1.103,
      "step": 900
    },
    {
      "epoch": 4.322429906542056,
      "grad_norm": 595251.0,
      "learning_rate": 7.408536585365854e-06,
      "loss": 1.0561,
      "step": 925
    },
    {
      "epoch": 4.4392523364485985,
      "grad_norm": 681244.0625,
      "learning_rate": 7.25609756097561e-06,
      "loss": 1.0518,
      "step": 950
    },
    {
      "epoch": 4.55607476635514,
      "grad_norm": 482226.96875,
      "learning_rate": 7.1036585365853665e-06,
      "loss": 1.0594,
      "step": 975
    },
    {
      "epoch": 4.672897196261682,
      "grad_norm": 491086.5625,
      "learning_rate": 6.951219512195122e-06,
      "loss": 1.0495,
      "step": 1000
    },
    {
      "epoch": 4.789719626168225,
      "grad_norm": 682658.25,
      "learning_rate": 6.798780487804879e-06,
      "loss": 1.05,
      "step": 1025
    },
    {
      "epoch": 4.906542056074766,
      "grad_norm": 371352.9375,
      "learning_rate": 6.646341463414635e-06,
      "loss": 1.068,
      "step": 1050
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.6592039800995025,
      "eval_loss": 0.9599226713180542,
      "eval_runtime": 15.1792,
      "eval_samples_per_second": 79.451,
      "eval_steps_per_second": 2.503,
      "step": 1070
    },
    {
      "epoch": 5.0233644859813085,
      "grad_norm": 737796.0625,
      "learning_rate": 6.493902439024391e-06,
      "loss": 1.0747,
      "step": 1075
    },
    {
      "epoch": 5.140186915887851,
      "grad_norm": 544087.5625,
      "learning_rate": 6.341463414634147e-06,
      "loss": 1.042,
      "step": 1100
    },
    {
      "epoch": 5.257009345794392,
      "grad_norm": 505016.96875,
      "learning_rate": 6.189024390243903e-06,
      "loss": 1.0356,
      "step": 1125
    },
    {
      "epoch": 5.373831775700935,
      "grad_norm": 552820.9375,
      "learning_rate": 6.0365853658536585e-06,
      "loss": 1.0499,
      "step": 1150
    },
    {
      "epoch": 5.490654205607477,
      "grad_norm": 599422.0625,
      "learning_rate": 5.884146341463415e-06,
      "loss": 1.0164,
      "step": 1175
    },
    {
      "epoch": 5.607476635514018,
      "grad_norm": 393778.09375,
      "learning_rate": 5.731707317073171e-06,
      "loss": 1.0345,
      "step": 1200
    },
    {
      "epoch": 5.724299065420561,
      "grad_norm": 477965.125,
      "learning_rate": 5.579268292682928e-06,
      "loss": 1.0708,
      "step": 1225
    },
    {
      "epoch": 5.841121495327103,
      "grad_norm": 424191.53125,
      "learning_rate": 5.426829268292684e-06,
      "loss": 1.0142,
      "step": 1250
    },
    {
      "epoch": 5.957943925233645,
      "grad_norm": 540424.5625,
      "learning_rate": 5.27439024390244e-06,
      "loss": 1.0159,
      "step": 1275
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.6807628524046434,
      "eval_loss": 0.9090853333473206,
      "eval_runtime": 15.2965,
      "eval_samples_per_second": 78.842,
      "eval_steps_per_second": 2.484,
      "step": 1284
    },
    {
      "epoch": 6.074766355140187,
      "grad_norm": 677101.5,
      "learning_rate": 5.121951219512195e-06,
      "loss": 0.9873,
      "step": 1300
    },
    {
      "epoch": 6.191588785046729,
      "grad_norm": 694898.8125,
      "learning_rate": 4.9695121951219515e-06,
      "loss": 1.0045,
      "step": 1325
    },
    {
      "epoch": 6.308411214953271,
      "grad_norm": 514024.75,
      "learning_rate": 4.817073170731708e-06,
      "loss": 1.0045,
      "step": 1350
    },
    {
      "epoch": 6.425233644859813,
      "grad_norm": 590044.625,
      "learning_rate": 4.664634146341464e-06,
      "loss": 0.9731,
      "step": 1375
    },
    {
      "epoch": 6.542056074766355,
      "grad_norm": 611512.4375,
      "learning_rate": 4.51219512195122e-06,
      "loss": 0.9752,
      "step": 1400
    },
    {
      "epoch": 6.658878504672897,
      "grad_norm": 688492.6875,
      "learning_rate": 4.359756097560976e-06,
      "loss": 0.9653,
      "step": 1425
    },
    {
      "epoch": 6.775700934579439,
      "grad_norm": 507507.28125,
      "learning_rate": 4.207317073170732e-06,
      "loss": 0.9916,
      "step": 1450
    },
    {
      "epoch": 6.892523364485982,
      "grad_norm": 526057.875,
      "learning_rate": 4.054878048780488e-06,
      "loss": 0.9484,
      "step": 1475
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.6890547263681592,
      "eval_loss": 0.9250107407569885,
      "eval_runtime": 15.1589,
      "eval_samples_per_second": 79.557,
      "eval_steps_per_second": 2.507,
      "step": 1498
    },
    {
      "epoch": 7.009345794392523,
      "grad_norm": 584858.375,
      "learning_rate": 3.902439024390244e-06,
      "loss": 0.9819,
      "step": 1500
    },
    {
      "epoch": 7.126168224299065,
      "grad_norm": 642905.0,
      "learning_rate": 3.7500000000000005e-06,
      "loss": 0.9513,
      "step": 1525
    },
    {
      "epoch": 7.242990654205608,
      "grad_norm": 444722.8125,
      "learning_rate": 3.5975609756097562e-06,
      "loss": 1.0087,
      "step": 1550
    },
    {
      "epoch": 7.359813084112149,
      "grad_norm": 418072.0,
      "learning_rate": 3.4451219512195124e-06,
      "loss": 0.9674,
      "step": 1575
    },
    {
      "epoch": 7.4766355140186915,
      "grad_norm": 616286.125,
      "learning_rate": 3.292682926829269e-06,
      "loss": 0.9598,
      "step": 1600
    },
    {
      "epoch": 7.593457943925234,
      "grad_norm": 660370.9375,
      "learning_rate": 3.1402439024390246e-06,
      "loss": 0.9899,
      "step": 1625
    },
    {
      "epoch": 7.710280373831775,
      "grad_norm": 474009.0,
      "learning_rate": 2.9878048780487808e-06,
      "loss": 0.9953,
      "step": 1650
    },
    {
      "epoch": 7.827102803738318,
      "grad_norm": 893681.125,
      "learning_rate": 2.8353658536585365e-06,
      "loss": 0.9445,
      "step": 1675
    },
    {
      "epoch": 7.94392523364486,
      "grad_norm": 500253.84375,
      "learning_rate": 2.682926829268293e-06,
      "loss": 0.9464,
      "step": 1700
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.714759535655058,
      "eval_loss": 0.8801141977310181,
      "eval_runtime": 14.8458,
      "eval_samples_per_second": 81.235,
      "eval_steps_per_second": 2.56,
      "step": 1712
    },
    {
      "epoch": 8.060747663551401,
      "grad_norm": 714507.3125,
      "learning_rate": 2.530487804878049e-06,
      "loss": 0.941,
      "step": 1725
    },
    {
      "epoch": 8.177570093457945,
      "grad_norm": 655121.4375,
      "learning_rate": 2.378048780487805e-06,
      "loss": 0.9218,
      "step": 1750
    },
    {
      "epoch": 8.294392523364486,
      "grad_norm": 656624.75,
      "learning_rate": 2.225609756097561e-06,
      "loss": 0.9422,
      "step": 1775
    },
    {
      "epoch": 8.411214953271028,
      "grad_norm": 643071.5,
      "learning_rate": 2.073170731707317e-06,
      "loss": 0.9206,
      "step": 1800
    },
    {
      "epoch": 8.52803738317757,
      "grad_norm": 470872.96875,
      "learning_rate": 1.9207317073170733e-06,
      "loss": 0.9458,
      "step": 1825
    },
    {
      "epoch": 8.644859813084112,
      "grad_norm": 497745.5,
      "learning_rate": 1.7682926829268294e-06,
      "loss": 0.9301,
      "step": 1850
    },
    {
      "epoch": 8.761682242990654,
      "grad_norm": 596386.875,
      "learning_rate": 1.6158536585365855e-06,
      "loss": 0.9394,
      "step": 1875
    },
    {
      "epoch": 8.878504672897197,
      "grad_norm": 537784.75,
      "learning_rate": 1.4634146341463414e-06,
      "loss": 0.9246,
      "step": 1900
    },
    {
      "epoch": 8.995327102803738,
      "grad_norm": 554460.5625,
      "learning_rate": 1.3109756097560978e-06,
      "loss": 0.9361,
      "step": 1925
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.7155887230514096,
      "eval_loss": 0.8748477697372437,
      "eval_runtime": 15.4428,
      "eval_samples_per_second": 78.094,
      "eval_steps_per_second": 2.461,
      "step": 1926
    },
    {
      "epoch": 9.11214953271028,
      "grad_norm": 641775.6875,
      "learning_rate": 1.158536585365854e-06,
      "loss": 0.9021,
      "step": 1950
    },
    {
      "epoch": 9.228971962616823,
      "grad_norm": 552990.4375,
      "learning_rate": 1.0060975609756098e-06,
      "loss": 0.9592,
      "step": 1975
    },
    {
      "epoch": 9.345794392523365,
      "grad_norm": 560462.5,
      "learning_rate": 8.53658536585366e-07,
      "loss": 0.924,
      "step": 2000
    },
    {
      "epoch": 9.462616822429906,
      "grad_norm": 517514.09375,
      "learning_rate": 7.012195121951221e-07,
      "loss": 0.8702,
      "step": 2025
    },
    {
      "epoch": 9.57943925233645,
      "grad_norm": 668150.0,
      "learning_rate": 5.487804878048781e-07,
      "loss": 0.9793,
      "step": 2050
    },
    {
      "epoch": 9.69626168224299,
      "grad_norm": 738988.9375,
      "learning_rate": 3.963414634146342e-07,
      "loss": 0.9452,
      "step": 2075
    },
    {
      "epoch": 9.813084112149532,
      "grad_norm": 622479.125,
      "learning_rate": 2.439024390243903e-07,
      "loss": 0.9314,
      "step": 2100
    },
    {
      "epoch": 9.929906542056075,
      "grad_norm": 633154.1875,
      "learning_rate": 9.146341463414634e-08,
      "loss": 0.919,
      "step": 2125
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.7056384742951907,
      "eval_loss": 0.8807059526443481,
      "eval_runtime": 15.7901,
      "eval_samples_per_second": 76.377,
      "eval_steps_per_second": 2.407,
      "step": 2140
    },
    {
      "epoch": 10.0,
      "step": 2140,
      "total_flos": 5.510586115727032e+19,
      "train_loss": 1.103826135118431,
      "train_runtime": 1935.7344,
      "train_samples_per_second": 35.284,
      "train_steps_per_second": 1.106
    }
  ],
  "logging_steps": 25,
  "max_steps": 2140,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "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": 5.510586115727032e+19,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}