{
  "best_metric": 0.8097881078720093,
  "best_model_checkpoint": "/media/mldrive/kcardenas/limb_classification_person_crop/beit-large-patch16-384/8_1e-5_1e-3_0.05/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": 1344286.0,
      "learning_rate": 5.000000000000001e-07,
      "loss": 1.5975,
      "step": 25
    },
    {
      "epoch": 0.2336448598130841,
      "grad_norm": 1232636.5,
      "learning_rate": 1.0000000000000002e-06,
      "loss": 1.5637,
      "step": 50
    },
    {
      "epoch": 0.35046728971962615,
      "grad_norm": 1367527.875,
      "learning_rate": 1.5e-06,
      "loss": 1.5906,
      "step": 75
    },
    {
      "epoch": 0.4672897196261682,
      "grad_norm": 1119946.625,
      "learning_rate": 2.0000000000000003e-06,
      "loss": 1.5244,
      "step": 100
    },
    {
      "epoch": 0.5841121495327103,
      "grad_norm": 957303.1875,
      "learning_rate": 2.5e-06,
      "loss": 1.4616,
      "step": 125
    },
    {
      "epoch": 0.7009345794392523,
      "grad_norm": 554852.125,
      "learning_rate": 3e-06,
      "loss": 1.4292,
      "step": 150
    },
    {
      "epoch": 0.8177570093457944,
      "grad_norm": 931890.375,
      "learning_rate": 3.5e-06,
      "loss": 1.3964,
      "step": 175
    },
    {
      "epoch": 0.9345794392523364,
      "grad_norm": 709493.4375,
      "learning_rate": 4.000000000000001e-06,
      "loss": 1.4037,
      "step": 200
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.2728026533996683,
      "eval_loss": 1.3978267908096313,
      "eval_runtime": 15.306,
      "eval_samples_per_second": 78.792,
      "eval_steps_per_second": 2.483,
      "step": 214
    },
    {
      "epoch": 1.0514018691588785,
      "grad_norm": 470790.5,
      "learning_rate": 4.5e-06,
      "loss": 1.3872,
      "step": 225
    },
    {
      "epoch": 1.1682242990654206,
      "grad_norm": 423176.3125,
      "learning_rate": 5e-06,
      "loss": 1.3614,
      "step": 250
    },
    {
      "epoch": 1.2850467289719627,
      "grad_norm": 504318.0,
      "learning_rate": 5.500000000000001e-06,
      "loss": 1.3493,
      "step": 275
    },
    {
      "epoch": 1.4018691588785046,
      "grad_norm": 467144.0625,
      "learning_rate": 6e-06,
      "loss": 1.3507,
      "step": 300
    },
    {
      "epoch": 1.5186915887850467,
      "grad_norm": 794406.875,
      "learning_rate": 6.5000000000000004e-06,
      "loss": 1.3447,
      "step": 325
    },
    {
      "epoch": 1.6355140186915889,
      "grad_norm": 600493.1875,
      "learning_rate": 7e-06,
      "loss": 1.3342,
      "step": 350
    },
    {
      "epoch": 1.7523364485981308,
      "grad_norm": 503615.8125,
      "learning_rate": 7.500000000000001e-06,
      "loss": 1.3125,
      "step": 375
    },
    {
      "epoch": 1.8691588785046729,
      "grad_norm": 897004.6875,
      "learning_rate": 8.000000000000001e-06,
      "loss": 1.2663,
      "step": 400
    },
    {
      "epoch": 1.985981308411215,
      "grad_norm": 731026.0625,
      "learning_rate": 8.5e-06,
      "loss": 1.2477,
      "step": 425
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.494195688225539,
      "eval_loss": 1.1721693277359009,
      "eval_runtime": 15.7904,
      "eval_samples_per_second": 76.375,
      "eval_steps_per_second": 2.407,
      "step": 428
    },
    {
      "epoch": 2.102803738317757,
      "grad_norm": 834097.25,
      "learning_rate": 9e-06,
      "loss": 1.2213,
      "step": 450
    },
    {
      "epoch": 2.2196261682242993,
      "grad_norm": 589023.0625,
      "learning_rate": 9.5e-06,
      "loss": 1.1893,
      "step": 475
    },
    {
      "epoch": 2.336448598130841,
      "grad_norm": 431312.71875,
      "learning_rate": 1e-05,
      "loss": 1.2029,
      "step": 500
    },
    {
      "epoch": 2.453271028037383,
      "grad_norm": 615542.5625,
      "learning_rate": 9.847560975609756e-06,
      "loss": 1.1831,
      "step": 525
    },
    {
      "epoch": 2.5700934579439254,
      "grad_norm": 450194.375,
      "learning_rate": 9.695121951219513e-06,
      "loss": 1.1495,
      "step": 550
    },
    {
      "epoch": 2.6869158878504673,
      "grad_norm": 484475.25,
      "learning_rate": 9.542682926829268e-06,
      "loss": 1.1538,
      "step": 575
    },
    {
      "epoch": 2.803738317757009,
      "grad_norm": 506196.09375,
      "learning_rate": 9.390243902439025e-06,
      "loss": 1.16,
      "step": 600
    },
    {
      "epoch": 2.9205607476635516,
      "grad_norm": 615921.1875,
      "learning_rate": 9.237804878048782e-06,
      "loss": 1.1297,
      "step": 625
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.5970149253731343,
      "eval_loss": 0.9763943552970886,
      "eval_runtime": 15.0896,
      "eval_samples_per_second": 79.923,
      "eval_steps_per_second": 2.518,
      "step": 642
    },
    {
      "epoch": 3.0373831775700935,
      "grad_norm": 449741.21875,
      "learning_rate": 9.085365853658538e-06,
      "loss": 1.1258,
      "step": 650
    },
    {
      "epoch": 3.1542056074766354,
      "grad_norm": 588529.75,
      "learning_rate": 8.932926829268293e-06,
      "loss": 1.0668,
      "step": 675
    },
    {
      "epoch": 3.2710280373831777,
      "grad_norm": 489126.1875,
      "learning_rate": 8.78048780487805e-06,
      "loss": 1.0899,
      "step": 700
    },
    {
      "epoch": 3.3878504672897196,
      "grad_norm": 679644.9375,
      "learning_rate": 8.628048780487805e-06,
      "loss": 1.106,
      "step": 725
    },
    {
      "epoch": 3.5046728971962615,
      "grad_norm": 469723.8125,
      "learning_rate": 8.475609756097562e-06,
      "loss": 1.0807,
      "step": 750
    },
    {
      "epoch": 3.621495327102804,
      "grad_norm": 566260.4375,
      "learning_rate": 8.323170731707317e-06,
      "loss": 1.0741,
      "step": 775
    },
    {
      "epoch": 3.7383177570093458,
      "grad_norm": 636508.4375,
      "learning_rate": 8.170731707317073e-06,
      "loss": 1.0789,
      "step": 800
    },
    {
      "epoch": 3.8551401869158877,
      "grad_norm": 584515.9375,
      "learning_rate": 8.01829268292683e-06,
      "loss": 1.058,
      "step": 825
    },
    {
      "epoch": 3.97196261682243,
      "grad_norm": 511375.34375,
      "learning_rate": 7.865853658536587e-06,
      "loss": 1.0621,
      "step": 850
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.5912106135986733,
      "eval_loss": 1.0269614458084106,
      "eval_runtime": 15.7289,
      "eval_samples_per_second": 76.674,
      "eval_steps_per_second": 2.416,
      "step": 856
    },
    {
      "epoch": 4.088785046728972,
      "grad_norm": 538369.125,
      "learning_rate": 7.713414634146342e-06,
      "loss": 1.0596,
      "step": 875
    },
    {
      "epoch": 4.205607476635514,
      "grad_norm": 557098.75,
      "learning_rate": 7.560975609756098e-06,
      "loss": 1.0648,
      "step": 900
    },
    {
      "epoch": 4.322429906542056,
      "grad_norm": 674418.9375,
      "learning_rate": 7.408536585365854e-06,
      "loss": 1.0151,
      "step": 925
    },
    {
      "epoch": 4.4392523364485985,
      "grad_norm": 838321.1875,
      "learning_rate": 7.25609756097561e-06,
      "loss": 1.0045,
      "step": 950
    },
    {
      "epoch": 4.55607476635514,
      "grad_norm": 595761.5625,
      "learning_rate": 7.1036585365853665e-06,
      "loss": 1.0178,
      "step": 975
    },
    {
      "epoch": 4.672897196261682,
      "grad_norm": 595173.625,
      "learning_rate": 6.951219512195122e-06,
      "loss": 1.0028,
      "step": 1000
    },
    {
      "epoch": 4.789719626168225,
      "grad_norm": 766422.8125,
      "learning_rate": 6.798780487804879e-06,
      "loss": 1.0042,
      "step": 1025
    },
    {
      "epoch": 4.906542056074766,
      "grad_norm": 432231.9375,
      "learning_rate": 6.646341463414635e-06,
      "loss": 1.0244,
      "step": 1050
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.6625207296849088,
      "eval_loss": 0.9042626619338989,
      "eval_runtime": 15.2763,
      "eval_samples_per_second": 78.946,
      "eval_steps_per_second": 2.488,
      "step": 1070
    },
    {
      "epoch": 5.0233644859813085,
      "grad_norm": 825474.0625,
      "learning_rate": 6.493902439024391e-06,
      "loss": 1.0353,
      "step": 1075
    },
    {
      "epoch": 5.140186915887851,
      "grad_norm": 628319.1875,
      "learning_rate": 6.341463414634147e-06,
      "loss": 0.9928,
      "step": 1100
    },
    {
      "epoch": 5.257009345794392,
      "grad_norm": 587063.25,
      "learning_rate": 6.189024390243903e-06,
      "loss": 0.9825,
      "step": 1125
    },
    {
      "epoch": 5.373831775700935,
      "grad_norm": 642682.375,
      "learning_rate": 6.0365853658536585e-06,
      "loss": 1.0014,
      "step": 1150
    },
    {
      "epoch": 5.490654205607477,
      "grad_norm": 723803.125,
      "learning_rate": 5.884146341463415e-06,
      "loss": 0.9637,
      "step": 1175
    },
    {
      "epoch": 5.607476635514018,
      "grad_norm": 466309.0625,
      "learning_rate": 5.731707317073171e-06,
      "loss": 0.9845,
      "step": 1200
    },
    {
      "epoch": 5.724299065420561,
      "grad_norm": 562217.5,
      "learning_rate": 5.579268292682928e-06,
      "loss": 1.0255,
      "step": 1225
    },
    {
      "epoch": 5.841121495327103,
      "grad_norm": 470339.15625,
      "learning_rate": 5.426829268292684e-06,
      "loss": 0.9714,
      "step": 1250
    },
    {
      "epoch": 5.957943925233645,
      "grad_norm": 607116.75,
      "learning_rate": 5.27439024390244e-06,
      "loss": 0.9623,
      "step": 1275
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.6824212271973465,
      "eval_loss": 0.8453999161720276,
      "eval_runtime": 15.1157,
      "eval_samples_per_second": 79.785,
      "eval_steps_per_second": 2.514,
      "step": 1284
    },
    {
      "epoch": 6.074766355140187,
      "grad_norm": 988413.125,
      "learning_rate": 5.121951219512195e-06,
      "loss": 0.9296,
      "step": 1300
    },
    {
      "epoch": 6.191588785046729,
      "grad_norm": 802783.125,
      "learning_rate": 4.9695121951219515e-06,
      "loss": 0.9449,
      "step": 1325
    },
    {
      "epoch": 6.308411214953271,
      "grad_norm": 591705.125,
      "learning_rate": 4.817073170731708e-06,
      "loss": 0.9578,
      "step": 1350
    },
    {
      "epoch": 6.425233644859813,
      "grad_norm": 625485.125,
      "learning_rate": 4.664634146341464e-06,
      "loss": 0.9165,
      "step": 1375
    },
    {
      "epoch": 6.542056074766355,
      "grad_norm": 682533.0,
      "learning_rate": 4.51219512195122e-06,
      "loss": 0.9226,
      "step": 1400
    },
    {
      "epoch": 6.658878504672897,
      "grad_norm": 809783.5,
      "learning_rate": 4.359756097560976e-06,
      "loss": 0.9039,
      "step": 1425
    },
    {
      "epoch": 6.775700934579439,
      "grad_norm": 544206.0,
      "learning_rate": 4.207317073170732e-06,
      "loss": 0.9374,
      "step": 1450
    },
    {
      "epoch": 6.892523364485982,
      "grad_norm": 631440.5625,
      "learning_rate": 4.054878048780488e-06,
      "loss": 0.8835,
      "step": 1475
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.685737976782753,
      "eval_loss": 0.8481377363204956,
      "eval_runtime": 15.1067,
      "eval_samples_per_second": 79.832,
      "eval_steps_per_second": 2.515,
      "step": 1498
    },
    {
      "epoch": 7.009345794392523,
      "grad_norm": 695251.375,
      "learning_rate": 3.902439024390244e-06,
      "loss": 0.9291,
      "step": 1500
    },
    {
      "epoch": 7.126168224299065,
      "grad_norm": 729127.375,
      "learning_rate": 3.7500000000000005e-06,
      "loss": 0.8883,
      "step": 1525
    },
    {
      "epoch": 7.242990654205608,
      "grad_norm": 485646.09375,
      "learning_rate": 3.5975609756097562e-06,
      "loss": 0.9578,
      "step": 1550
    },
    {
      "epoch": 7.359813084112149,
      "grad_norm": 456878.625,
      "learning_rate": 3.4451219512195124e-06,
      "loss": 0.9008,
      "step": 1575
    },
    {
      "epoch": 7.4766355140186915,
      "grad_norm": 747060.8125,
      "learning_rate": 3.292682926829269e-06,
      "loss": 0.901,
      "step": 1600
    },
    {
      "epoch": 7.593457943925234,
      "grad_norm": 802504.8125,
      "learning_rate": 3.1402439024390246e-06,
      "loss": 0.9339,
      "step": 1625
    },
    {
      "epoch": 7.710280373831775,
      "grad_norm": 555262.9375,
      "learning_rate": 2.9878048780487808e-06,
      "loss": 0.9446,
      "step": 1650
    },
    {
      "epoch": 7.827102803738318,
      "grad_norm": 1096160.5,
      "learning_rate": 2.8353658536585365e-06,
      "loss": 0.8785,
      "step": 1675
    },
    {
      "epoch": 7.94392523364486,
      "grad_norm": 594814.5625,
      "learning_rate": 2.682926829268293e-06,
      "loss": 0.8853,
      "step": 1700
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.7114427860696517,
      "eval_loss": 0.8122716546058655,
      "eval_runtime": 15.1635,
      "eval_samples_per_second": 79.533,
      "eval_steps_per_second": 2.506,
      "step": 1712
    },
    {
      "epoch": 8.060747663551401,
      "grad_norm": 820075.875,
      "learning_rate": 2.530487804878049e-06,
      "loss": 0.8793,
      "step": 1725
    },
    {
      "epoch": 8.177570093457945,
      "grad_norm": 754132.3125,
      "learning_rate": 2.378048780487805e-06,
      "loss": 0.8494,
      "step": 1750
    },
    {
      "epoch": 8.294392523364486,
      "grad_norm": 783069.0,
      "learning_rate": 2.225609756097561e-06,
      "loss": 0.883,
      "step": 1775
    },
    {
      "epoch": 8.411214953271028,
      "grad_norm": 731905.0625,
      "learning_rate": 2.073170731707317e-06,
      "loss": 0.853,
      "step": 1800
    },
    {
      "epoch": 8.52803738317757,
      "grad_norm": 585234.9375,
      "learning_rate": 1.9207317073170733e-06,
      "loss": 0.8859,
      "step": 1825
    },
    {
      "epoch": 8.644859813084112,
      "grad_norm": 584208.0625,
      "learning_rate": 1.7682926829268294e-06,
      "loss": 0.8694,
      "step": 1850
    },
    {
      "epoch": 8.761682242990654,
      "grad_norm": 686404.625,
      "learning_rate": 1.6158536585365855e-06,
      "loss": 0.8791,
      "step": 1875
    },
    {
      "epoch": 8.878504672897197,
      "grad_norm": 625846.0625,
      "learning_rate": 1.4634146341463414e-06,
      "loss": 0.8576,
      "step": 1900
    },
    {
      "epoch": 8.995327102803738,
      "grad_norm": 641595.8125,
      "learning_rate": 1.3109756097560978e-06,
      "loss": 0.868,
      "step": 1925
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.714759535655058,
      "eval_loss": 0.8097881078720093,
      "eval_runtime": 15.2104,
      "eval_samples_per_second": 79.288,
      "eval_steps_per_second": 2.498,
      "step": 1926
    },
    {
      "epoch": 9.11214953271028,
      "grad_norm": 709608.5625,
      "learning_rate": 1.158536585365854e-06,
      "loss": 0.8316,
      "step": 1950
    },
    {
      "epoch": 9.228971962616823,
      "grad_norm": 639677.75,
      "learning_rate": 1.0060975609756098e-06,
      "loss": 0.9073,
      "step": 1975
    },
    {
      "epoch": 9.345794392523365,
      "grad_norm": 656041.0625,
      "learning_rate": 8.53658536585366e-07,
      "loss": 0.8598,
      "step": 2000
    },
    {
      "epoch": 9.462616822429906,
      "grad_norm": 579136.0,
      "learning_rate": 7.012195121951221e-07,
      "loss": 0.7945,
      "step": 2025
    },
    {
      "epoch": 9.57943925233645,
      "grad_norm": 787287.3125,
      "learning_rate": 5.487804878048781e-07,
      "loss": 0.9198,
      "step": 2050
    },
    {
      "epoch": 9.69626168224299,
      "grad_norm": 813869.8125,
      "learning_rate": 3.963414634146342e-07,
      "loss": 0.8805,
      "step": 2075
    },
    {
      "epoch": 9.813084112149532,
      "grad_norm": 734961.1875,
      "learning_rate": 2.439024390243903e-07,
      "loss": 0.8613,
      "step": 2100
    },
    {
      "epoch": 9.929906542056075,
      "grad_norm": 704054.75,
      "learning_rate": 9.146341463414634e-08,
      "loss": 0.8474,
      "step": 2125
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.7072968490878938,
      "eval_loss": 0.8144016265869141,
      "eval_runtime": 15.0296,
      "eval_samples_per_second": 80.242,
      "eval_steps_per_second": 2.528,
      "step": 2140
    },
    {
      "epoch": 10.0,
      "step": 2140,
      "total_flos": 5.510586115727032e+19,
      "train_loss": 1.0635530485171023,
      "train_runtime": 1944.9769,
      "train_samples_per_second": 35.116,
      "train_steps_per_second": 1.1
    }
  ],
  "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
}