{
  "best_metric": 0.32006481289863586,
  "best_model_checkpoint": "mit-b0-finetuned-sidewalk-semantic/checkpoint-900",
  "epoch": 10.0,
  "eval_steps": 20,
  "global_step": 1000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.01,
      "grad_norm": 4.280107021331787,
      "learning_rate": 4.995e-05,
      "loss": 2.9304,
      "step": 1
    },
    {
      "epoch": 0.02,
      "grad_norm": 4.022140026092529,
      "learning_rate": 4.99e-05,
      "loss": 2.8984,
      "step": 2
    },
    {
      "epoch": 0.03,
      "grad_norm": 3.9049413204193115,
      "learning_rate": 4.9850000000000006e-05,
      "loss": 2.8532,
      "step": 3
    },
    {
      "epoch": 0.04,
      "grad_norm": 3.8956193923950195,
      "learning_rate": 4.9800000000000004e-05,
      "loss": 2.8323,
      "step": 4
    },
    {
      "epoch": 0.05,
      "grad_norm": 4.081993103027344,
      "learning_rate": 4.975e-05,
      "loss": 2.8126,
      "step": 5
    },
    {
      "epoch": 0.06,
      "grad_norm": 3.8354318141937256,
      "learning_rate": 4.97e-05,
      "loss": 2.7576,
      "step": 6
    },
    {
      "epoch": 0.07,
      "grad_norm": 4.060632228851318,
      "learning_rate": 4.965e-05,
      "loss": 2.7658,
      "step": 7
    },
    {
      "epoch": 0.08,
      "grad_norm": 3.9893057346343994,
      "learning_rate": 4.96e-05,
      "loss": 2.73,
      "step": 8
    },
    {
      "epoch": 0.09,
      "grad_norm": 3.8463094234466553,
      "learning_rate": 4.9550000000000005e-05,
      "loss": 2.6698,
      "step": 9
    },
    {
      "epoch": 0.1,
      "grad_norm": 4.23535680770874,
      "learning_rate": 4.9500000000000004e-05,
      "loss": 2.6791,
      "step": 10
    },
    {
      "epoch": 0.11,
      "grad_norm": 4.26681661605835,
      "learning_rate": 4.945e-05,
      "loss": 2.6522,
      "step": 11
    },
    {
      "epoch": 0.12,
      "grad_norm": 4.030678749084473,
      "learning_rate": 4.94e-05,
      "loss": 2.6186,
      "step": 12
    },
    {
      "epoch": 0.13,
      "grad_norm": 4.113706111907959,
      "learning_rate": 4.935e-05,
      "loss": 2.58,
      "step": 13
    },
    {
      "epoch": 0.14,
      "grad_norm": 4.242435455322266,
      "learning_rate": 4.93e-05,
      "loss": 2.5639,
      "step": 14
    },
    {
      "epoch": 0.15,
      "grad_norm": 3.936973810195923,
      "learning_rate": 4.9250000000000004e-05,
      "loss": 2.4956,
      "step": 15
    },
    {
      "epoch": 0.16,
      "grad_norm": 4.109466552734375,
      "learning_rate": 4.92e-05,
      "loss": 2.5512,
      "step": 16
    },
    {
      "epoch": 0.17,
      "grad_norm": 4.167534351348877,
      "learning_rate": 4.915e-05,
      "loss": 2.5114,
      "step": 17
    },
    {
      "epoch": 0.18,
      "grad_norm": 4.192828178405762,
      "learning_rate": 4.91e-05,
      "loss": 2.4395,
      "step": 18
    },
    {
      "epoch": 0.19,
      "grad_norm": 4.145193576812744,
      "learning_rate": 4.905e-05,
      "loss": 2.3895,
      "step": 19
    },
    {
      "epoch": 0.2,
      "grad_norm": 4.336711883544922,
      "learning_rate": 4.9e-05,
      "loss": 2.4654,
      "step": 20
    },
    {
      "epoch": 0.21,
      "grad_norm": 4.2402143478393555,
      "learning_rate": 4.8950000000000004e-05,
      "loss": 2.3519,
      "step": 21
    },
    {
      "epoch": 0.22,
      "grad_norm": 5.248208522796631,
      "learning_rate": 4.89e-05,
      "loss": 2.3625,
      "step": 22
    },
    {
      "epoch": 0.23,
      "grad_norm": 4.384400367736816,
      "learning_rate": 4.885e-05,
      "loss": 2.3337,
      "step": 23
    },
    {
      "epoch": 0.24,
      "grad_norm": 5.225408554077148,
      "learning_rate": 4.88e-05,
      "loss": 2.3189,
      "step": 24
    },
    {
      "epoch": 0.25,
      "grad_norm": 4.47567892074585,
      "learning_rate": 4.875e-05,
      "loss": 2.2969,
      "step": 25
    },
    {
      "epoch": 0.26,
      "grad_norm": 4.321786880493164,
      "learning_rate": 4.87e-05,
      "loss": 2.3143,
      "step": 26
    },
    {
      "epoch": 0.27,
      "grad_norm": 4.7012529373168945,
      "learning_rate": 4.8650000000000003e-05,
      "loss": 2.2096,
      "step": 27
    },
    {
      "epoch": 0.28,
      "grad_norm": 5.013463973999023,
      "learning_rate": 4.86e-05,
      "loss": 2.2377,
      "step": 28
    },
    {
      "epoch": 0.29,
      "grad_norm": 4.2010908126831055,
      "learning_rate": 4.855e-05,
      "loss": 2.2128,
      "step": 29
    },
    {
      "epoch": 0.3,
      "grad_norm": 4.238475799560547,
      "learning_rate": 4.85e-05,
      "loss": 2.2,
      "step": 30
    },
    {
      "epoch": 0.31,
      "grad_norm": 4.831145286560059,
      "learning_rate": 4.845e-05,
      "loss": 2.2192,
      "step": 31
    },
    {
      "epoch": 0.32,
      "grad_norm": 4.181170463562012,
      "learning_rate": 4.8400000000000004e-05,
      "loss": 2.0887,
      "step": 32
    },
    {
      "epoch": 0.33,
      "grad_norm": 4.508450031280518,
      "learning_rate": 4.835e-05,
      "loss": 2.1055,
      "step": 33
    },
    {
      "epoch": 0.34,
      "grad_norm": 4.062248706817627,
      "learning_rate": 4.83e-05,
      "loss": 2.1599,
      "step": 34
    },
    {
      "epoch": 0.35,
      "grad_norm": 3.977447271347046,
      "learning_rate": 4.825e-05,
      "loss": 2.1248,
      "step": 35
    },
    {
      "epoch": 0.36,
      "grad_norm": 4.466335773468018,
      "learning_rate": 4.82e-05,
      "loss": 2.0919,
      "step": 36
    },
    {
      "epoch": 0.37,
      "grad_norm": 4.090072154998779,
      "learning_rate": 4.815e-05,
      "loss": 2.0615,
      "step": 37
    },
    {
      "epoch": 0.38,
      "grad_norm": 4.9099860191345215,
      "learning_rate": 4.8100000000000004e-05,
      "loss": 2.0989,
      "step": 38
    },
    {
      "epoch": 0.39,
      "grad_norm": 5.183613300323486,
      "learning_rate": 4.805e-05,
      "loss": 2.1075,
      "step": 39
    },
    {
      "epoch": 0.4,
      "grad_norm": 4.8918890953063965,
      "learning_rate": 4.8e-05,
      "loss": 2.0018,
      "step": 40
    },
    {
      "epoch": 0.41,
      "grad_norm": 4.018869876861572,
      "learning_rate": 4.795e-05,
      "loss": 2.0364,
      "step": 41
    },
    {
      "epoch": 0.42,
      "grad_norm": 4.443197727203369,
      "learning_rate": 4.79e-05,
      "loss": 2.0133,
      "step": 42
    },
    {
      "epoch": 0.43,
      "grad_norm": 4.201738357543945,
      "learning_rate": 4.785e-05,
      "loss": 2.0154,
      "step": 43
    },
    {
      "epoch": 0.44,
      "grad_norm": 3.9703540802001953,
      "learning_rate": 4.78e-05,
      "loss": 2.044,
      "step": 44
    },
    {
      "epoch": 0.45,
      "grad_norm": 4.217146396636963,
      "learning_rate": 4.775e-05,
      "loss": 1.9704,
      "step": 45
    },
    {
      "epoch": 0.46,
      "grad_norm": 4.313925266265869,
      "learning_rate": 4.77e-05,
      "loss": 1.9735,
      "step": 46
    },
    {
      "epoch": 0.47,
      "grad_norm": 4.024147033691406,
      "learning_rate": 4.765e-05,
      "loss": 2.0359,
      "step": 47
    },
    {
      "epoch": 0.48,
      "grad_norm": 4.214963436126709,
      "learning_rate": 4.76e-05,
      "loss": 1.9328,
      "step": 48
    },
    {
      "epoch": 0.49,
      "grad_norm": 4.22125244140625,
      "learning_rate": 4.755e-05,
      "loss": 2.004,
      "step": 49
    },
    {
      "epoch": 0.5,
      "grad_norm": 4.494282245635986,
      "learning_rate": 4.75e-05,
      "loss": 1.9541,
      "step": 50
    },
    {
      "epoch": 0.51,
      "grad_norm": 4.6224188804626465,
      "learning_rate": 4.745e-05,
      "loss": 1.9234,
      "step": 51
    },
    {
      "epoch": 0.52,
      "grad_norm": 3.992619752883911,
      "learning_rate": 4.74e-05,
      "loss": 1.9307,
      "step": 52
    },
    {
      "epoch": 0.53,
      "grad_norm": 4.090517044067383,
      "learning_rate": 4.735e-05,
      "loss": 1.9081,
      "step": 53
    },
    {
      "epoch": 0.54,
      "grad_norm": 4.091079235076904,
      "learning_rate": 4.73e-05,
      "loss": 1.9169,
      "step": 54
    },
    {
      "epoch": 0.55,
      "grad_norm": 4.028615474700928,
      "learning_rate": 4.7249999999999997e-05,
      "loss": 1.9177,
      "step": 55
    },
    {
      "epoch": 0.56,
      "grad_norm": 5.083376884460449,
      "learning_rate": 4.72e-05,
      "loss": 1.8436,
      "step": 56
    },
    {
      "epoch": 0.57,
      "grad_norm": 4.173186302185059,
      "learning_rate": 4.715e-05,
      "loss": 1.876,
      "step": 57
    },
    {
      "epoch": 0.58,
      "grad_norm": 3.914536952972412,
      "learning_rate": 4.71e-05,
      "loss": 1.8595,
      "step": 58
    },
    {
      "epoch": 0.59,
      "grad_norm": 4.363799095153809,
      "learning_rate": 4.705e-05,
      "loss": 1.8591,
      "step": 59
    },
    {
      "epoch": 0.6,
      "grad_norm": 4.318439960479736,
      "learning_rate": 4.7e-05,
      "loss": 1.9319,
      "step": 60
    },
    {
      "epoch": 0.61,
      "grad_norm": 4.091300964355469,
      "learning_rate": 4.695e-05,
      "loss": 1.848,
      "step": 61
    },
    {
      "epoch": 0.62,
      "grad_norm": 4.028847694396973,
      "learning_rate": 4.69e-05,
      "loss": 1.8405,
      "step": 62
    },
    {
      "epoch": 0.63,
      "grad_norm": 4.299047946929932,
      "learning_rate": 4.685000000000001e-05,
      "loss": 1.8505,
      "step": 63
    },
    {
      "epoch": 0.64,
      "grad_norm": 4.358499050140381,
      "learning_rate": 4.6800000000000006e-05,
      "loss": 1.8568,
      "step": 64
    },
    {
      "epoch": 0.65,
      "grad_norm": 4.063326835632324,
      "learning_rate": 4.6750000000000005e-05,
      "loss": 1.7707,
      "step": 65
    },
    {
      "epoch": 0.66,
      "grad_norm": 4.37040901184082,
      "learning_rate": 4.6700000000000003e-05,
      "loss": 1.8361,
      "step": 66
    },
    {
      "epoch": 0.67,
      "grad_norm": 4.813278675079346,
      "learning_rate": 4.665e-05,
      "loss": 1.7946,
      "step": 67
    },
    {
      "epoch": 0.68,
      "grad_norm": 4.1574296951293945,
      "learning_rate": 4.660000000000001e-05,
      "loss": 1.8011,
      "step": 68
    },
    {
      "epoch": 0.69,
      "grad_norm": 3.8783135414123535,
      "learning_rate": 4.655000000000001e-05,
      "loss": 1.779,
      "step": 69
    },
    {
      "epoch": 0.7,
      "grad_norm": 3.904491662979126,
      "learning_rate": 4.6500000000000005e-05,
      "loss": 1.8042,
      "step": 70
    },
    {
      "epoch": 0.71,
      "grad_norm": 6.105733394622803,
      "learning_rate": 4.6450000000000004e-05,
      "loss": 1.7431,
      "step": 71
    },
    {
      "epoch": 0.72,
      "grad_norm": 3.9867725372314453,
      "learning_rate": 4.64e-05,
      "loss": 1.7151,
      "step": 72
    },
    {
      "epoch": 0.73,
      "grad_norm": 3.9274582862854004,
      "learning_rate": 4.635e-05,
      "loss": 1.7113,
      "step": 73
    },
    {
      "epoch": 0.74,
      "grad_norm": 4.46090030670166,
      "learning_rate": 4.630000000000001e-05,
      "loss": 1.7522,
      "step": 74
    },
    {
      "epoch": 0.75,
      "grad_norm": 4.75109338760376,
      "learning_rate": 4.6250000000000006e-05,
      "loss": 1.7381,
      "step": 75
    },
    {
      "epoch": 0.76,
      "grad_norm": 3.858853578567505,
      "learning_rate": 4.6200000000000005e-05,
      "loss": 1.6911,
      "step": 76
    },
    {
      "epoch": 0.77,
      "grad_norm": 4.003183364868164,
      "learning_rate": 4.6150000000000004e-05,
      "loss": 1.7485,
      "step": 77
    },
    {
      "epoch": 0.78,
      "grad_norm": 4.014700889587402,
      "learning_rate": 4.61e-05,
      "loss": 1.7479,
      "step": 78
    },
    {
      "epoch": 0.79,
      "grad_norm": 3.850940227508545,
      "learning_rate": 4.605e-05,
      "loss": 1.7854,
      "step": 79
    },
    {
      "epoch": 0.8,
      "grad_norm": 4.2492356300354,
      "learning_rate": 4.600000000000001e-05,
      "loss": 1.7012,
      "step": 80
    },
    {
      "epoch": 0.81,
      "grad_norm": 4.567183494567871,
      "learning_rate": 4.5950000000000006e-05,
      "loss": 1.6869,
      "step": 81
    },
    {
      "epoch": 0.82,
      "grad_norm": 4.162113666534424,
      "learning_rate": 4.5900000000000004e-05,
      "loss": 1.6826,
      "step": 82
    },
    {
      "epoch": 0.83,
      "grad_norm": 3.9482131004333496,
      "learning_rate": 4.585e-05,
      "loss": 1.6787,
      "step": 83
    },
    {
      "epoch": 0.84,
      "grad_norm": 3.932110071182251,
      "learning_rate": 4.58e-05,
      "loss": 1.6617,
      "step": 84
    },
    {
      "epoch": 0.85,
      "grad_norm": 3.847609519958496,
      "learning_rate": 4.575e-05,
      "loss": 1.6732,
      "step": 85
    },
    {
      "epoch": 0.86,
      "grad_norm": 3.8485021591186523,
      "learning_rate": 4.5700000000000006e-05,
      "loss": 1.6378,
      "step": 86
    },
    {
      "epoch": 0.87,
      "grad_norm": 4.147057056427002,
      "learning_rate": 4.5650000000000005e-05,
      "loss": 1.6684,
      "step": 87
    },
    {
      "epoch": 0.88,
      "grad_norm": 4.036780834197998,
      "learning_rate": 4.5600000000000004e-05,
      "loss": 1.6704,
      "step": 88
    },
    {
      "epoch": 0.89,
      "grad_norm": 5.390283107757568,
      "learning_rate": 4.555e-05,
      "loss": 1.6665,
      "step": 89
    },
    {
      "epoch": 0.9,
      "grad_norm": 3.8438901901245117,
      "learning_rate": 4.55e-05,
      "loss": 1.6563,
      "step": 90
    },
    {
      "epoch": 0.91,
      "grad_norm": 3.8803694248199463,
      "learning_rate": 4.545000000000001e-05,
      "loss": 1.5973,
      "step": 91
    },
    {
      "epoch": 0.92,
      "grad_norm": 4.939634799957275,
      "learning_rate": 4.5400000000000006e-05,
      "loss": 1.6333,
      "step": 92
    },
    {
      "epoch": 0.93,
      "grad_norm": 3.786409378051758,
      "learning_rate": 4.5350000000000005e-05,
      "loss": 1.5799,
      "step": 93
    },
    {
      "epoch": 0.94,
      "grad_norm": 3.7507364749908447,
      "learning_rate": 4.53e-05,
      "loss": 1.5389,
      "step": 94
    },
    {
      "epoch": 0.95,
      "grad_norm": 3.877851724624634,
      "learning_rate": 4.525e-05,
      "loss": 1.6227,
      "step": 95
    },
    {
      "epoch": 0.96,
      "grad_norm": 3.6944162845611572,
      "learning_rate": 4.52e-05,
      "loss": 1.6068,
      "step": 96
    },
    {
      "epoch": 0.97,
      "grad_norm": 3.8388290405273438,
      "learning_rate": 4.5150000000000006e-05,
      "loss": 1.648,
      "step": 97
    },
    {
      "epoch": 0.98,
      "grad_norm": 3.784041166305542,
      "learning_rate": 4.5100000000000005e-05,
      "loss": 1.5812,
      "step": 98
    },
    {
      "epoch": 0.99,
      "grad_norm": 4.558352947235107,
      "learning_rate": 4.5050000000000004e-05,
      "loss": 1.5062,
      "step": 99
    },
    {
      "epoch": 1.0,
      "grad_norm": 3.594935655593872,
      "learning_rate": 4.5e-05,
      "loss": 1.5584,
      "step": 100
    },
    {
      "epoch": 1.0,
      "eval_accuracy_Background": NaN,
      "eval_accuracy_Bag": 0.0,
      "eval_accuracy_Belt": 0.0,
      "eval_accuracy_Dress": 0.0035411472766701483,
      "eval_accuracy_Face": 0.25721437948583653,
      "eval_accuracy_Hair": 0.8771078417784014,
      "eval_accuracy_Hat": 0.0,
      "eval_accuracy_Left-arm": 0.08216253149421361,
      "eval_accuracy_Left-leg": 0.5884141350358989,
      "eval_accuracy_Left-shoe": 0.01874663314778237,
      "eval_accuracy_Pants": 0.7220647660967423,
      "eval_accuracy_Right-arm": 0.0012578907564322205,
      "eval_accuracy_Right-leg": 0.5612014208441465,
      "eval_accuracy_Right-shoe": 0.00552473115735428,
      "eval_accuracy_Scarf": 0.0,
      "eval_accuracy_Skirt": 0.04434620652274741,
      "eval_accuracy_Sunglasses": 0.0,
      "eval_accuracy_Upper-clothes": 0.8882847955929213,
      "eval_iou_Background": 0.0,
      "eval_iou_Bag": 0.0,
      "eval_iou_Belt": 0.0,
      "eval_iou_Dress": 0.0034785417588656924,
      "eval_iou_Face": 0.2523485962510353,
      "eval_iou_Hair": 0.5635614117947644,
      "eval_iou_Hat": 0.0,
      "eval_iou_Left-arm": 0.07459044794491007,
      "eval_iou_Left-leg": 0.3601828113871786,
      "eval_iou_Left-shoe": 0.01822894436641032,
      "eval_iou_Pants": 0.3813945821198967,
      "eval_iou_Right-arm": 0.0012561523206707698,
      "eval_iou_Right-leg": 0.3582216308151351,
      "eval_iou_Right-shoe": 0.00549101683755056,
      "eval_iou_Scarf": 0.0,
      "eval_iou_Skirt": 0.04326174942022531,
      "eval_iou_Sunglasses": 0.0,
      "eval_iou_Upper-clothes": 0.3813427463690601,
      "eval_loss": 1.4751083850860596,
      "eval_mean_accuracy": 0.23822743995230275,
      "eval_mean_iou": 0.1357421461880946,
      "eval_overall_accuracy": 0.45258405004354435,
      "eval_runtime": 22.5018,
      "eval_samples_per_second": 8.888,
      "eval_steps_per_second": 4.444,
      "step": 100
    },
    {
      "epoch": 1.01,
      "grad_norm": 3.94623064994812,
      "learning_rate": 4.495e-05,
      "loss": 1.5713,
      "step": 101
    },
    {
      "epoch": 1.02,
      "grad_norm": 3.7644495964050293,
      "learning_rate": 4.49e-05,
      "loss": 1.5718,
      "step": 102
    },
    {
      "epoch": 1.03,
      "grad_norm": 3.707174301147461,
      "learning_rate": 4.4850000000000006e-05,
      "loss": 1.4636,
      "step": 103
    },
    {
      "epoch": 1.04,
      "grad_norm": 4.514296531677246,
      "learning_rate": 4.4800000000000005e-05,
      "loss": 1.5338,
      "step": 104
    },
    {
      "epoch": 1.05,
      "grad_norm": 3.5583913326263428,
      "learning_rate": 4.4750000000000004e-05,
      "loss": 1.523,
      "step": 105
    },
    {
      "epoch": 1.06,
      "grad_norm": 3.892284631729126,
      "learning_rate": 4.47e-05,
      "loss": 1.5366,
      "step": 106
    },
    {
      "epoch": 1.07,
      "grad_norm": 3.8577632904052734,
      "learning_rate": 4.465e-05,
      "loss": 1.535,
      "step": 107
    },
    {
      "epoch": 1.08,
      "grad_norm": 3.5161678791046143,
      "learning_rate": 4.46e-05,
      "loss": 1.4793,
      "step": 108
    },
    {
      "epoch": 1.09,
      "grad_norm": 4.229996681213379,
      "learning_rate": 4.4550000000000005e-05,
      "loss": 1.4658,
      "step": 109
    },
    {
      "epoch": 1.1,
      "grad_norm": 3.834399938583374,
      "learning_rate": 4.4500000000000004e-05,
      "loss": 1.5626,
      "step": 110
    },
    {
      "epoch": 1.11,
      "grad_norm": 3.637385129928589,
      "learning_rate": 4.445e-05,
      "loss": 1.4725,
      "step": 111
    },
    {
      "epoch": 1.12,
      "grad_norm": 3.647771120071411,
      "learning_rate": 4.44e-05,
      "loss": 1.4799,
      "step": 112
    },
    {
      "epoch": 1.13,
      "grad_norm": 3.6575846672058105,
      "learning_rate": 4.435e-05,
      "loss": 1.5095,
      "step": 113
    },
    {
      "epoch": 1.14,
      "grad_norm": 3.8545374870300293,
      "learning_rate": 4.43e-05,
      "loss": 1.4661,
      "step": 114
    },
    {
      "epoch": 1.15,
      "grad_norm": 3.6484031677246094,
      "learning_rate": 4.4250000000000005e-05,
      "loss": 1.4955,
      "step": 115
    },
    {
      "epoch": 1.16,
      "grad_norm": 3.496368885040283,
      "learning_rate": 4.4200000000000004e-05,
      "loss": 1.4058,
      "step": 116
    },
    {
      "epoch": 1.17,
      "grad_norm": 3.5432024002075195,
      "learning_rate": 4.415e-05,
      "loss": 1.4107,
      "step": 117
    },
    {
      "epoch": 1.18,
      "grad_norm": 3.5448813438415527,
      "learning_rate": 4.41e-05,
      "loss": 1.4858,
      "step": 118
    },
    {
      "epoch": 1.19,
      "grad_norm": 3.622610330581665,
      "learning_rate": 4.405e-05,
      "loss": 1.4817,
      "step": 119
    },
    {
      "epoch": 1.2,
      "grad_norm": 3.434985399246216,
      "learning_rate": 4.4000000000000006e-05,
      "loss": 1.4065,
      "step": 120
    },
    {
      "epoch": 1.21,
      "grad_norm": 4.026547908782959,
      "learning_rate": 4.3950000000000004e-05,
      "loss": 1.4569,
      "step": 121
    },
    {
      "epoch": 1.22,
      "grad_norm": 3.939279317855835,
      "learning_rate": 4.39e-05,
      "loss": 1.472,
      "step": 122
    },
    {
      "epoch": 1.23,
      "grad_norm": 3.6489768028259277,
      "learning_rate": 4.385e-05,
      "loss": 1.4632,
      "step": 123
    },
    {
      "epoch": 1.24,
      "grad_norm": 3.6238508224487305,
      "learning_rate": 4.38e-05,
      "loss": 1.4366,
      "step": 124
    },
    {
      "epoch": 1.25,
      "grad_norm": 3.6088624000549316,
      "learning_rate": 4.375e-05,
      "loss": 1.4091,
      "step": 125
    },
    {
      "epoch": 1.26,
      "grad_norm": 3.4984939098358154,
      "learning_rate": 4.3700000000000005e-05,
      "loss": 1.3995,
      "step": 126
    },
    {
      "epoch": 1.27,
      "grad_norm": 3.9763314723968506,
      "learning_rate": 4.3650000000000004e-05,
      "loss": 1.4578,
      "step": 127
    },
    {
      "epoch": 1.28,
      "grad_norm": 3.6083810329437256,
      "learning_rate": 4.36e-05,
      "loss": 1.3666,
      "step": 128
    },
    {
      "epoch": 1.29,
      "grad_norm": 4.048192977905273,
      "learning_rate": 4.355e-05,
      "loss": 1.4687,
      "step": 129
    },
    {
      "epoch": 1.3,
      "grad_norm": 4.089948654174805,
      "learning_rate": 4.35e-05,
      "loss": 1.3918,
      "step": 130
    },
    {
      "epoch": 1.31,
      "grad_norm": 3.4135711193084717,
      "learning_rate": 4.345e-05,
      "loss": 1.4362,
      "step": 131
    },
    {
      "epoch": 1.32,
      "grad_norm": 4.591997146606445,
      "learning_rate": 4.3400000000000005e-05,
      "loss": 1.3908,
      "step": 132
    },
    {
      "epoch": 1.33,
      "grad_norm": 3.4965522289276123,
      "learning_rate": 4.335e-05,
      "loss": 1.3936,
      "step": 133
    },
    {
      "epoch": 1.34,
      "grad_norm": 3.3830552101135254,
      "learning_rate": 4.33e-05,
      "loss": 1.3229,
      "step": 134
    },
    {
      "epoch": 1.35,
      "grad_norm": 3.6593880653381348,
      "learning_rate": 4.325e-05,
      "loss": 1.3896,
      "step": 135
    },
    {
      "epoch": 1.36,
      "grad_norm": 3.5189366340637207,
      "learning_rate": 4.32e-05,
      "loss": 1.4012,
      "step": 136
    },
    {
      "epoch": 1.37,
      "grad_norm": 4.141421318054199,
      "learning_rate": 4.315e-05,
      "loss": 1.4024,
      "step": 137
    },
    {
      "epoch": 1.38,
      "grad_norm": 3.4872994422912598,
      "learning_rate": 4.3100000000000004e-05,
      "loss": 1.3026,
      "step": 138
    },
    {
      "epoch": 1.39,
      "grad_norm": 3.3594613075256348,
      "learning_rate": 4.305e-05,
      "loss": 1.3573,
      "step": 139
    },
    {
      "epoch": 1.4,
      "grad_norm": 3.490650177001953,
      "learning_rate": 4.3e-05,
      "loss": 1.3378,
      "step": 140
    },
    {
      "epoch": 1.41,
      "grad_norm": 3.819019317626953,
      "learning_rate": 4.295e-05,
      "loss": 1.3032,
      "step": 141
    },
    {
      "epoch": 1.42,
      "grad_norm": 4.507972240447998,
      "learning_rate": 4.29e-05,
      "loss": 1.2859,
      "step": 142
    },
    {
      "epoch": 1.43,
      "grad_norm": 3.3303632736206055,
      "learning_rate": 4.285e-05,
      "loss": 1.3358,
      "step": 143
    },
    {
      "epoch": 1.44,
      "grad_norm": 3.3651092052459717,
      "learning_rate": 4.2800000000000004e-05,
      "loss": 1.3325,
      "step": 144
    },
    {
      "epoch": 1.45,
      "grad_norm": 3.659743309020996,
      "learning_rate": 4.275e-05,
      "loss": 1.2739,
      "step": 145
    },
    {
      "epoch": 1.46,
      "grad_norm": 3.1503078937530518,
      "learning_rate": 4.27e-05,
      "loss": 1.2823,
      "step": 146
    },
    {
      "epoch": 1.47,
      "grad_norm": 3.4133999347686768,
      "learning_rate": 4.265e-05,
      "loss": 1.3562,
      "step": 147
    },
    {
      "epoch": 1.48,
      "grad_norm": 3.217257261276245,
      "learning_rate": 4.26e-05,
      "loss": 1.3484,
      "step": 148
    },
    {
      "epoch": 1.49,
      "grad_norm": 3.6751456260681152,
      "learning_rate": 4.2550000000000004e-05,
      "loss": 1.3636,
      "step": 149
    },
    {
      "epoch": 1.5,
      "grad_norm": 3.6729743480682373,
      "learning_rate": 4.25e-05,
      "loss": 1.3302,
      "step": 150
    },
    {
      "epoch": 1.51,
      "grad_norm": 3.324540615081787,
      "learning_rate": 4.245e-05,
      "loss": 1.2625,
      "step": 151
    },
    {
      "epoch": 1.52,
      "grad_norm": 3.2825913429260254,
      "learning_rate": 4.24e-05,
      "loss": 1.3212,
      "step": 152
    },
    {
      "epoch": 1.53,
      "grad_norm": 3.95615816116333,
      "learning_rate": 4.235e-05,
      "loss": 1.3331,
      "step": 153
    },
    {
      "epoch": 1.54,
      "grad_norm": 3.8222289085388184,
      "learning_rate": 4.23e-05,
      "loss": 1.2796,
      "step": 154
    },
    {
      "epoch": 1.55,
      "grad_norm": 3.3292441368103027,
      "learning_rate": 4.2250000000000004e-05,
      "loss": 1.2918,
      "step": 155
    },
    {
      "epoch": 1.56,
      "grad_norm": 3.1673755645751953,
      "learning_rate": 4.22e-05,
      "loss": 1.2305,
      "step": 156
    },
    {
      "epoch": 1.57,
      "grad_norm": 3.447657585144043,
      "learning_rate": 4.215e-05,
      "loss": 1.2719,
      "step": 157
    },
    {
      "epoch": 1.58,
      "grad_norm": 3.254114866256714,
      "learning_rate": 4.21e-05,
      "loss": 1.2339,
      "step": 158
    },
    {
      "epoch": 1.59,
      "grad_norm": 3.1946802139282227,
      "learning_rate": 4.205e-05,
      "loss": 1.2442,
      "step": 159
    },
    {
      "epoch": 1.6,
      "grad_norm": 3.6405436992645264,
      "learning_rate": 4.2e-05,
      "loss": 1.3329,
      "step": 160
    },
    {
      "epoch": 1.61,
      "grad_norm": 3.1860854625701904,
      "learning_rate": 4.195e-05,
      "loss": 1.291,
      "step": 161
    },
    {
      "epoch": 1.62,
      "grad_norm": 3.155402660369873,
      "learning_rate": 4.19e-05,
      "loss": 1.2873,
      "step": 162
    },
    {
      "epoch": 1.63,
      "grad_norm": 3.307543992996216,
      "learning_rate": 4.185e-05,
      "loss": 1.3057,
      "step": 163
    },
    {
      "epoch": 1.64,
      "grad_norm": 4.048403263092041,
      "learning_rate": 4.18e-05,
      "loss": 1.2635,
      "step": 164
    },
    {
      "epoch": 1.65,
      "grad_norm": 3.0456693172454834,
      "learning_rate": 4.175e-05,
      "loss": 1.2682,
      "step": 165
    },
    {
      "epoch": 1.66,
      "grad_norm": 3.56699538230896,
      "learning_rate": 4.17e-05,
      "loss": 1.2685,
      "step": 166
    },
    {
      "epoch": 1.67,
      "grad_norm": 3.29306960105896,
      "learning_rate": 4.165e-05,
      "loss": 1.236,
      "step": 167
    },
    {
      "epoch": 1.68,
      "grad_norm": 3.2365622520446777,
      "learning_rate": 4.16e-05,
      "loss": 1.2219,
      "step": 168
    },
    {
      "epoch": 1.69,
      "grad_norm": 3.056288719177246,
      "learning_rate": 4.155e-05,
      "loss": 1.1859,
      "step": 169
    },
    {
      "epoch": 1.7,
      "grad_norm": 4.234453201293945,
      "learning_rate": 4.15e-05,
      "loss": 1.2546,
      "step": 170
    },
    {
      "epoch": 1.71,
      "grad_norm": 2.7791712284088135,
      "learning_rate": 4.145e-05,
      "loss": 1.1726,
      "step": 171
    },
    {
      "epoch": 1.72,
      "grad_norm": 3.8061282634735107,
      "learning_rate": 4.14e-05,
      "loss": 1.195,
      "step": 172
    },
    {
      "epoch": 1.73,
      "grad_norm": 3.7622499465942383,
      "learning_rate": 4.135e-05,
      "loss": 1.2197,
      "step": 173
    },
    {
      "epoch": 1.74,
      "grad_norm": 3.499854564666748,
      "learning_rate": 4.13e-05,
      "loss": 1.2707,
      "step": 174
    },
    {
      "epoch": 1.75,
      "grad_norm": 3.458253860473633,
      "learning_rate": 4.125e-05,
      "loss": 1.216,
      "step": 175
    },
    {
      "epoch": 1.76,
      "grad_norm": 3.331505537033081,
      "learning_rate": 4.12e-05,
      "loss": 1.1881,
      "step": 176
    },
    {
      "epoch": 1.77,
      "grad_norm": 3.7602145671844482,
      "learning_rate": 4.115e-05,
      "loss": 1.2285,
      "step": 177
    },
    {
      "epoch": 1.78,
      "grad_norm": 3.7255449295043945,
      "learning_rate": 4.11e-05,
      "loss": 1.1987,
      "step": 178
    },
    {
      "epoch": 1.79,
      "grad_norm": 3.188288927078247,
      "learning_rate": 4.105e-05,
      "loss": 1.2427,
      "step": 179
    },
    {
      "epoch": 1.8,
      "grad_norm": 2.790811777114868,
      "learning_rate": 4.1e-05,
      "loss": 1.1595,
      "step": 180
    },
    {
      "epoch": 1.81,
      "grad_norm": 3.4518611431121826,
      "learning_rate": 4.095e-05,
      "loss": 1.1957,
      "step": 181
    },
    {
      "epoch": 1.82,
      "grad_norm": 3.2479407787323,
      "learning_rate": 4.09e-05,
      "loss": 1.1367,
      "step": 182
    },
    {
      "epoch": 1.83,
      "grad_norm": 3.1328930854797363,
      "learning_rate": 4.085e-05,
      "loss": 1.1257,
      "step": 183
    },
    {
      "epoch": 1.84,
      "grad_norm": 3.7541041374206543,
      "learning_rate": 4.08e-05,
      "loss": 1.1757,
      "step": 184
    },
    {
      "epoch": 1.85,
      "grad_norm": 2.95615553855896,
      "learning_rate": 4.075e-05,
      "loss": 1.1442,
      "step": 185
    },
    {
      "epoch": 1.86,
      "grad_norm": 2.9551732540130615,
      "learning_rate": 4.07e-05,
      "loss": 1.1845,
      "step": 186
    },
    {
      "epoch": 1.87,
      "grad_norm": 3.387571334838867,
      "learning_rate": 4.065e-05,
      "loss": 1.202,
      "step": 187
    },
    {
      "epoch": 1.88,
      "grad_norm": 3.117847442626953,
      "learning_rate": 4.0600000000000004e-05,
      "loss": 1.1905,
      "step": 188
    },
    {
      "epoch": 1.89,
      "grad_norm": 3.6337132453918457,
      "learning_rate": 4.055e-05,
      "loss": 1.1126,
      "step": 189
    },
    {
      "epoch": 1.9,
      "grad_norm": 2.676513433456421,
      "learning_rate": 4.05e-05,
      "loss": 1.1537,
      "step": 190
    },
    {
      "epoch": 1.91,
      "grad_norm": 2.961033582687378,
      "learning_rate": 4.045000000000001e-05,
      "loss": 1.1714,
      "step": 191
    },
    {
      "epoch": 1.92,
      "grad_norm": 3.1681199073791504,
      "learning_rate": 4.0400000000000006e-05,
      "loss": 1.1521,
      "step": 192
    },
    {
      "epoch": 1.93,
      "grad_norm": 2.998640775680542,
      "learning_rate": 4.0350000000000005e-05,
      "loss": 1.1313,
      "step": 193
    },
    {
      "epoch": 1.94,
      "grad_norm": 2.907843589782715,
      "learning_rate": 4.0300000000000004e-05,
      "loss": 1.1449,
      "step": 194
    },
    {
      "epoch": 1.95,
      "grad_norm": 3.2750933170318604,
      "learning_rate": 4.025e-05,
      "loss": 1.1089,
      "step": 195
    },
    {
      "epoch": 1.96,
      "grad_norm": 3.5483129024505615,
      "learning_rate": 4.02e-05,
      "loss": 1.1619,
      "step": 196
    },
    {
      "epoch": 1.97,
      "grad_norm": 2.8907923698425293,
      "learning_rate": 4.015000000000001e-05,
      "loss": 1.1343,
      "step": 197
    },
    {
      "epoch": 1.98,
      "grad_norm": 3.5372838973999023,
      "learning_rate": 4.0100000000000006e-05,
      "loss": 1.2084,
      "step": 198
    },
    {
      "epoch": 1.99,
      "grad_norm": 2.8530471324920654,
      "learning_rate": 4.0050000000000004e-05,
      "loss": 1.1214,
      "step": 199
    },
    {
      "epoch": 2.0,
      "grad_norm": 3.025120735168457,
      "learning_rate": 4e-05,
      "loss": 1.1073,
      "step": 200
    },
    {
      "epoch": 2.0,
      "eval_accuracy_Background": NaN,
      "eval_accuracy_Bag": 0.0011999501397438805,
      "eval_accuracy_Belt": 0.0,
      "eval_accuracy_Dress": 0.1415792546279731,
      "eval_accuracy_Face": 0.7572608960819244,
      "eval_accuracy_Hair": 0.9122030907524998,
      "eval_accuracy_Hat": 0.0,
      "eval_accuracy_Left-arm": 0.27696758764999785,
      "eval_accuracy_Left-leg": 0.6193627852226042,
      "eval_accuracy_Left-shoe": 0.007629536521617685,
      "eval_accuracy_Pants": 0.6982105483788441,
      "eval_accuracy_Right-arm": 0.06078519135888215,
      "eval_accuracy_Right-leg": 0.7115408901798467,
      "eval_accuracy_Right-shoe": 0.04357873234826706,
      "eval_accuracy_Scarf": 0.0,
      "eval_accuracy_Skirt": 0.500720263223469,
      "eval_accuracy_Sunglasses": 0.0,
      "eval_accuracy_Upper-clothes": 0.8932957344057688,
      "eval_iou_Background": 0.0,
      "eval_iou_Bag": 0.001199593429410908,
      "eval_iou_Belt": 0.0,
      "eval_iou_Dress": 0.12462971582323275,
      "eval_iou_Face": 0.6491111222690528,
      "eval_iou_Hair": 0.6610030608407026,
      "eval_iou_Hat": 0.0,
      "eval_iou_Left-arm": 0.2337986536052558,
      "eval_iou_Left-leg": 0.4037739780503485,
      "eval_iou_Left-shoe": 0.007597612633017826,
      "eval_iou_Pants": 0.5229223152935093,
      "eval_iou_Right-arm": 0.0604748413911005,
      "eval_iou_Right-leg": 0.43084149090505697,
      "eval_iou_Right-shoe": 0.04159640458911741,
      "eval_iou_Scarf": 0.0,
      "eval_iou_Skirt": 0.34285232138976396,
      "eval_iou_Sunglasses": 0.0,
      "eval_iou_Upper-clothes": 0.4693468441106422,
      "eval_loss": 1.099747657775879,
      "eval_mean_accuracy": 0.3308432035818494,
      "eval_mean_iou": 0.21939710857390066,
      "eval_overall_accuracy": 0.5582547822795935,
      "eval_runtime": 18.7936,
      "eval_samples_per_second": 10.642,
      "eval_steps_per_second": 5.321,
      "step": 200
    },
    {
      "epoch": 2.01,
      "grad_norm": 2.8923110961914062,
      "learning_rate": 3.995e-05,
      "loss": 1.0722,
      "step": 201
    },
    {
      "epoch": 2.02,
      "grad_norm": 3.624037504196167,
      "learning_rate": 3.99e-05,
      "loss": 1.1099,
      "step": 202
    },
    {
      "epoch": 2.03,
      "grad_norm": 3.6261911392211914,
      "learning_rate": 3.9850000000000006e-05,
      "loss": 1.1003,
      "step": 203
    },
    {
      "epoch": 2.04,
      "grad_norm": 3.0433905124664307,
      "learning_rate": 3.9800000000000005e-05,
      "loss": 1.0622,
      "step": 204
    },
    {
      "epoch": 2.05,
      "grad_norm": 3.11898136138916,
      "learning_rate": 3.9750000000000004e-05,
      "loss": 1.1311,
      "step": 205
    },
    {
      "epoch": 2.06,
      "grad_norm": 2.898542881011963,
      "learning_rate": 3.97e-05,
      "loss": 1.0757,
      "step": 206
    },
    {
      "epoch": 2.07,
      "grad_norm": 4.099532604217529,
      "learning_rate": 3.965e-05,
      "loss": 1.1079,
      "step": 207
    },
    {
      "epoch": 2.08,
      "grad_norm": 3.188045024871826,
      "learning_rate": 3.960000000000001e-05,
      "loss": 1.0856,
      "step": 208
    },
    {
      "epoch": 2.09,
      "grad_norm": 2.939380168914795,
      "learning_rate": 3.9550000000000006e-05,
      "loss": 1.1078,
      "step": 209
    },
    {
      "epoch": 2.1,
      "grad_norm": 2.6970839500427246,
      "learning_rate": 3.9500000000000005e-05,
      "loss": 1.0748,
      "step": 210
    },
    {
      "epoch": 2.11,
      "grad_norm": 3.9498212337493896,
      "learning_rate": 3.9450000000000003e-05,
      "loss": 1.0821,
      "step": 211
    },
    {
      "epoch": 2.12,
      "grad_norm": 2.702247142791748,
      "learning_rate": 3.94e-05,
      "loss": 1.0482,
      "step": 212
    },
    {
      "epoch": 2.13,
      "grad_norm": 2.8050711154937744,
      "learning_rate": 3.935e-05,
      "loss": 1.0821,
      "step": 213
    },
    {
      "epoch": 2.14,
      "grad_norm": 2.7811598777770996,
      "learning_rate": 3.9300000000000007e-05,
      "loss": 1.0186,
      "step": 214
    },
    {
      "epoch": 2.15,
      "grad_norm": 3.388354778289795,
      "learning_rate": 3.9250000000000005e-05,
      "loss": 1.0338,
      "step": 215
    },
    {
      "epoch": 2.16,
      "grad_norm": 2.801825523376465,
      "learning_rate": 3.9200000000000004e-05,
      "loss": 1.0512,
      "step": 216
    },
    {
      "epoch": 2.17,
      "grad_norm": 2.9837491512298584,
      "learning_rate": 3.915e-05,
      "loss": 1.0387,
      "step": 217
    },
    {
      "epoch": 2.18,
      "grad_norm": 3.4752726554870605,
      "learning_rate": 3.91e-05,
      "loss": 1.1099,
      "step": 218
    },
    {
      "epoch": 2.19,
      "grad_norm": 3.4192025661468506,
      "learning_rate": 3.905e-05,
      "loss": 1.0987,
      "step": 219
    },
    {
      "epoch": 2.2,
      "grad_norm": 2.81339693069458,
      "learning_rate": 3.9000000000000006e-05,
      "loss": 1.05,
      "step": 220
    },
    {
      "epoch": 2.21,
      "grad_norm": 3.494642734527588,
      "learning_rate": 3.8950000000000005e-05,
      "loss": 1.049,
      "step": 221
    },
    {
      "epoch": 2.22,
      "grad_norm": 3.0287201404571533,
      "learning_rate": 3.8900000000000004e-05,
      "loss": 1.0189,
      "step": 222
    },
    {
      "epoch": 2.23,
      "grad_norm": 2.8106703758239746,
      "learning_rate": 3.885e-05,
      "loss": 1.0064,
      "step": 223
    },
    {
      "epoch": 2.24,
      "grad_norm": 2.81933856010437,
      "learning_rate": 3.88e-05,
      "loss": 1.0809,
      "step": 224
    },
    {
      "epoch": 2.25,
      "grad_norm": 3.267343282699585,
      "learning_rate": 3.875e-05,
      "loss": 1.0412,
      "step": 225
    },
    {
      "epoch": 2.26,
      "grad_norm": 2.873839855194092,
      "learning_rate": 3.8700000000000006e-05,
      "loss": 1.0294,
      "step": 226
    },
    {
      "epoch": 2.27,
      "grad_norm": 2.652031898498535,
      "learning_rate": 3.8650000000000004e-05,
      "loss": 1.0071,
      "step": 227
    },
    {
      "epoch": 2.28,
      "grad_norm": 2.8838353157043457,
      "learning_rate": 3.86e-05,
      "loss": 1.03,
      "step": 228
    },
    {
      "epoch": 2.29,
      "grad_norm": 4.7177863121032715,
      "learning_rate": 3.855e-05,
      "loss": 0.991,
      "step": 229
    },
    {
      "epoch": 2.3,
      "grad_norm": 2.845551013946533,
      "learning_rate": 3.85e-05,
      "loss": 0.9665,
      "step": 230
    },
    {
      "epoch": 2.31,
      "grad_norm": 3.0707361698150635,
      "learning_rate": 3.845e-05,
      "loss": 0.9922,
      "step": 231
    },
    {
      "epoch": 2.32,
      "grad_norm": 3.535569190979004,
      "learning_rate": 3.8400000000000005e-05,
      "loss": 1.0057,
      "step": 232
    },
    {
      "epoch": 2.33,
      "grad_norm": 2.964027166366577,
      "learning_rate": 3.8350000000000004e-05,
      "loss": 1.0059,
      "step": 233
    },
    {
      "epoch": 2.34,
      "grad_norm": 2.951786518096924,
      "learning_rate": 3.83e-05,
      "loss": 1.0242,
      "step": 234
    },
    {
      "epoch": 2.35,
      "grad_norm": 3.6451005935668945,
      "learning_rate": 3.825e-05,
      "loss": 0.9759,
      "step": 235
    },
    {
      "epoch": 2.36,
      "grad_norm": 2.810880661010742,
      "learning_rate": 3.82e-05,
      "loss": 0.9865,
      "step": 236
    },
    {
      "epoch": 2.37,
      "grad_norm": 3.924997091293335,
      "learning_rate": 3.8150000000000006e-05,
      "loss": 1.0162,
      "step": 237
    },
    {
      "epoch": 2.38,
      "grad_norm": 3.054027795791626,
      "learning_rate": 3.8100000000000005e-05,
      "loss": 0.9826,
      "step": 238
    },
    {
      "epoch": 2.39,
      "grad_norm": 3.4712321758270264,
      "learning_rate": 3.805e-05,
      "loss": 1.0223,
      "step": 239
    },
    {
      "epoch": 2.4,
      "grad_norm": 3.751502513885498,
      "learning_rate": 3.8e-05,
      "loss": 0.9782,
      "step": 240
    },
    {
      "epoch": 2.41,
      "grad_norm": 3.1902544498443604,
      "learning_rate": 3.795e-05,
      "loss": 0.9612,
      "step": 241
    },
    {
      "epoch": 2.42,
      "grad_norm": 3.12793231010437,
      "learning_rate": 3.79e-05,
      "loss": 1.015,
      "step": 242
    },
    {
      "epoch": 2.43,
      "grad_norm": 3.013526678085327,
      "learning_rate": 3.7850000000000005e-05,
      "loss": 0.9324,
      "step": 243
    },
    {
      "epoch": 2.44,
      "grad_norm": 2.4878897666931152,
      "learning_rate": 3.7800000000000004e-05,
      "loss": 0.9371,
      "step": 244
    },
    {
      "epoch": 2.45,
      "grad_norm": 3.260406017303467,
      "learning_rate": 3.775e-05,
      "loss": 0.9311,
      "step": 245
    },
    {
      "epoch": 2.46,
      "grad_norm": 2.5354466438293457,
      "learning_rate": 3.77e-05,
      "loss": 0.9746,
      "step": 246
    },
    {
      "epoch": 2.47,
      "grad_norm": 2.7795543670654297,
      "learning_rate": 3.765e-05,
      "loss": 0.9192,
      "step": 247
    },
    {
      "epoch": 2.48,
      "grad_norm": 3.1021761894226074,
      "learning_rate": 3.76e-05,
      "loss": 0.9538,
      "step": 248
    },
    {
      "epoch": 2.49,
      "grad_norm": 2.990074872970581,
      "learning_rate": 3.7550000000000005e-05,
      "loss": 1.023,
      "step": 249
    },
    {
      "epoch": 2.5,
      "grad_norm": 2.900153636932373,
      "learning_rate": 3.7500000000000003e-05,
      "loss": 0.9166,
      "step": 250
    },
    {
      "epoch": 2.51,
      "grad_norm": 2.7208807468414307,
      "learning_rate": 3.745e-05,
      "loss": 0.9122,
      "step": 251
    },
    {
      "epoch": 2.52,
      "grad_norm": 5.427198886871338,
      "learning_rate": 3.74e-05,
      "loss": 0.9108,
      "step": 252
    },
    {
      "epoch": 2.53,
      "grad_norm": 2.7714760303497314,
      "learning_rate": 3.735e-05,
      "loss": 0.9556,
      "step": 253
    },
    {
      "epoch": 2.54,
      "grad_norm": 3.574888229370117,
      "learning_rate": 3.73e-05,
      "loss": 0.963,
      "step": 254
    },
    {
      "epoch": 2.55,
      "grad_norm": 2.57387113571167,
      "learning_rate": 3.7250000000000004e-05,
      "loss": 0.9252,
      "step": 255
    },
    {
      "epoch": 2.56,
      "grad_norm": 2.7191834449768066,
      "learning_rate": 3.72e-05,
      "loss": 0.9535,
      "step": 256
    },
    {
      "epoch": 2.57,
      "grad_norm": 3.135755777359009,
      "learning_rate": 3.715e-05,
      "loss": 0.9278,
      "step": 257
    },
    {
      "epoch": 2.58,
      "grad_norm": 2.512183666229248,
      "learning_rate": 3.71e-05,
      "loss": 0.8885,
      "step": 258
    },
    {
      "epoch": 2.59,
      "grad_norm": 2.445385456085205,
      "learning_rate": 3.705e-05,
      "loss": 0.9364,
      "step": 259
    },
    {
      "epoch": 2.6,
      "grad_norm": 2.879342555999756,
      "learning_rate": 3.7e-05,
      "loss": 0.9314,
      "step": 260
    },
    {
      "epoch": 2.61,
      "grad_norm": 2.563502311706543,
      "learning_rate": 3.6950000000000004e-05,
      "loss": 0.8768,
      "step": 261
    },
    {
      "epoch": 2.62,
      "grad_norm": 3.375061273574829,
      "learning_rate": 3.69e-05,
      "loss": 0.9374,
      "step": 262
    },
    {
      "epoch": 2.63,
      "grad_norm": 2.4912712574005127,
      "learning_rate": 3.685e-05,
      "loss": 0.9128,
      "step": 263
    },
    {
      "epoch": 2.64,
      "grad_norm": 2.6156764030456543,
      "learning_rate": 3.68e-05,
      "loss": 0.9172,
      "step": 264
    },
    {
      "epoch": 2.65,
      "grad_norm": 2.6640279293060303,
      "learning_rate": 3.675e-05,
      "loss": 0.8752,
      "step": 265
    },
    {
      "epoch": 2.66,
      "grad_norm": 2.71602201461792,
      "learning_rate": 3.6700000000000004e-05,
      "loss": 0.8992,
      "step": 266
    },
    {
      "epoch": 2.67,
      "grad_norm": 2.482318639755249,
      "learning_rate": 3.665e-05,
      "loss": 0.8914,
      "step": 267
    },
    {
      "epoch": 2.68,
      "grad_norm": 2.7742347717285156,
      "learning_rate": 3.66e-05,
      "loss": 0.8632,
      "step": 268
    },
    {
      "epoch": 2.69,
      "grad_norm": 2.7657997608184814,
      "learning_rate": 3.655e-05,
      "loss": 0.9295,
      "step": 269
    },
    {
      "epoch": 2.7,
      "grad_norm": 2.8078975677490234,
      "learning_rate": 3.65e-05,
      "loss": 0.9432,
      "step": 270
    },
    {
      "epoch": 2.71,
      "grad_norm": 2.8415143489837646,
      "learning_rate": 3.645e-05,
      "loss": 0.9263,
      "step": 271
    },
    {
      "epoch": 2.72,
      "grad_norm": 6.589110374450684,
      "learning_rate": 3.6400000000000004e-05,
      "loss": 0.8586,
      "step": 272
    },
    {
      "epoch": 2.73,
      "grad_norm": 2.681678056716919,
      "learning_rate": 3.635e-05,
      "loss": 0.8836,
      "step": 273
    },
    {
      "epoch": 2.74,
      "grad_norm": 2.5659122467041016,
      "learning_rate": 3.63e-05,
      "loss": 0.8712,
      "step": 274
    },
    {
      "epoch": 2.75,
      "grad_norm": 2.5556254386901855,
      "learning_rate": 3.625e-05,
      "loss": 0.8821,
      "step": 275
    },
    {
      "epoch": 2.76,
      "grad_norm": 2.4872162342071533,
      "learning_rate": 3.62e-05,
      "loss": 0.8974,
      "step": 276
    },
    {
      "epoch": 2.77,
      "grad_norm": 2.7228972911834717,
      "learning_rate": 3.615e-05,
      "loss": 0.8687,
      "step": 277
    },
    {
      "epoch": 2.78,
      "grad_norm": 2.462925672531128,
      "learning_rate": 3.61e-05,
      "loss": 0.8715,
      "step": 278
    },
    {
      "epoch": 2.79,
      "grad_norm": 2.4002387523651123,
      "learning_rate": 3.605e-05,
      "loss": 0.8322,
      "step": 279
    },
    {
      "epoch": 2.8,
      "grad_norm": 2.7071571350097656,
      "learning_rate": 3.6e-05,
      "loss": 0.8991,
      "step": 280
    },
    {
      "epoch": 2.81,
      "grad_norm": 2.4307734966278076,
      "learning_rate": 3.595e-05,
      "loss": 0.8501,
      "step": 281
    },
    {
      "epoch": 2.82,
      "grad_norm": 3.3831653594970703,
      "learning_rate": 3.59e-05,
      "loss": 0.906,
      "step": 282
    },
    {
      "epoch": 2.83,
      "grad_norm": 2.319209575653076,
      "learning_rate": 3.585e-05,
      "loss": 0.822,
      "step": 283
    },
    {
      "epoch": 2.84,
      "grad_norm": 3.2074122428894043,
      "learning_rate": 3.58e-05,
      "loss": 0.8788,
      "step": 284
    },
    {
      "epoch": 2.85,
      "grad_norm": 2.3833160400390625,
      "learning_rate": 3.575e-05,
      "loss": 0.845,
      "step": 285
    },
    {
      "epoch": 2.86,
      "grad_norm": 2.628237009048462,
      "learning_rate": 3.57e-05,
      "loss": 0.8205,
      "step": 286
    },
    {
      "epoch": 2.87,
      "grad_norm": 2.7478418350219727,
      "learning_rate": 3.565e-05,
      "loss": 0.8712,
      "step": 287
    },
    {
      "epoch": 2.88,
      "grad_norm": 2.402118444442749,
      "learning_rate": 3.56e-05,
      "loss": 0.8264,
      "step": 288
    },
    {
      "epoch": 2.89,
      "grad_norm": 3.0642929077148438,
      "learning_rate": 3.555e-05,
      "loss": 0.8516,
      "step": 289
    },
    {
      "epoch": 2.9,
      "grad_norm": 2.481401205062866,
      "learning_rate": 3.55e-05,
      "loss": 0.8159,
      "step": 290
    },
    {
      "epoch": 2.91,
      "grad_norm": 2.3890914916992188,
      "learning_rate": 3.545e-05,
      "loss": 0.8874,
      "step": 291
    },
    {
      "epoch": 2.92,
      "grad_norm": 2.5626046657562256,
      "learning_rate": 3.54e-05,
      "loss": 0.8588,
      "step": 292
    },
    {
      "epoch": 2.93,
      "grad_norm": 2.3595223426818848,
      "learning_rate": 3.535e-05,
      "loss": 0.8313,
      "step": 293
    },
    {
      "epoch": 2.94,
      "grad_norm": 2.5537853240966797,
      "learning_rate": 3.53e-05,
      "loss": 0.8227,
      "step": 294
    },
    {
      "epoch": 2.95,
      "grad_norm": 2.6797642707824707,
      "learning_rate": 3.525e-05,
      "loss": 0.8206,
      "step": 295
    },
    {
      "epoch": 2.96,
      "grad_norm": 3.4016168117523193,
      "learning_rate": 3.52e-05,
      "loss": 0.7831,
      "step": 296
    },
    {
      "epoch": 2.97,
      "grad_norm": 2.481837034225464,
      "learning_rate": 3.515e-05,
      "loss": 0.8125,
      "step": 297
    },
    {
      "epoch": 2.98,
      "grad_norm": 2.799868106842041,
      "learning_rate": 3.51e-05,
      "loss": 0.8019,
      "step": 298
    },
    {
      "epoch": 2.99,
      "grad_norm": 2.5738954544067383,
      "learning_rate": 3.505e-05,
      "loss": 0.8395,
      "step": 299
    },
    {
      "epoch": 3.0,
      "grad_norm": 2.3693864345550537,
      "learning_rate": 3.5e-05,
      "loss": 0.805,
      "step": 300
    },
    {
      "epoch": 3.0,
      "eval_accuracy_Background": NaN,
      "eval_accuracy_Bag": 0.029774983067036513,
      "eval_accuracy_Belt": 0.0,
      "eval_accuracy_Dress": 0.23805215894818726,
      "eval_accuracy_Face": 0.8209197192465001,
      "eval_accuracy_Hair": 0.8500353198815087,
      "eval_accuracy_Hat": 0.0,
      "eval_accuracy_Left-arm": 0.24852938036469233,
      "eval_accuracy_Left-leg": 0.5776288812491717,
      "eval_accuracy_Left-shoe": 0.0038227489475469363,
      "eval_accuracy_Pants": 0.851680953305654,
      "eval_accuracy_Right-arm": 0.23408600988820463,
      "eval_accuracy_Right-leg": 0.702464065343178,
      "eval_accuracy_Right-shoe": 0.04056201619168175,
      "eval_accuracy_Scarf": 0.0,
      "eval_accuracy_Skirt": 0.49338849288558184,
      "eval_accuracy_Sunglasses": 0.0,
      "eval_accuracy_Upper-clothes": 0.8838868355747708,
      "eval_iou_Background": 0.0,
      "eval_iou_Bag": 0.02964781813532481,
      "eval_iou_Belt": 0.0,
      "eval_iou_Dress": 0.2034755292725026,
      "eval_iou_Face": 0.6827251521646932,
      "eval_iou_Hair": 0.689993443538782,
      "eval_iou_Hat": 0.0,
      "eval_iou_Left-arm": 0.23837829950310654,
      "eval_iou_Left-leg": 0.40273393710042327,
      "eval_iou_Left-shoe": 0.0038163985626757813,
      "eval_iou_Pants": 0.5423793357614873,
      "eval_iou_Right-arm": 0.2289406087807529,
      "eval_iou_Right-leg": 0.48482222104915546,
      "eval_iou_Right-shoe": 0.03905517312080677,
      "eval_iou_Scarf": 0.0,
      "eval_iou_Skirt": 0.3541640282584939,
      "eval_iou_Sunglasses": 0.0,
      "eval_iou_Upper-clothes": 0.5378223105185481,
      "eval_loss": 0.7603790163993835,
      "eval_mean_accuracy": 0.3514606802878656,
      "eval_mean_iou": 0.246553014209264,
      "eval_overall_accuracy": 0.5860822589139779,
      "eval_runtime": 19.2854,
      "eval_samples_per_second": 10.371,
      "eval_steps_per_second": 5.185,
      "step": 300
    },
    {
      "epoch": 3.01,
      "grad_norm": 2.752610683441162,
      "learning_rate": 3.495e-05,
      "loss": 0.7975,
      "step": 301
    },
    {
      "epoch": 3.02,
      "grad_norm": 2.7043142318725586,
      "learning_rate": 3.49e-05,
      "loss": 0.8434,
      "step": 302
    },
    {
      "epoch": 3.03,
      "grad_norm": 2.6641743183135986,
      "learning_rate": 3.485e-05,
      "loss": 0.7626,
      "step": 303
    },
    {
      "epoch": 3.04,
      "grad_norm": 2.705367088317871,
      "learning_rate": 3.48e-05,
      "loss": 0.8573,
      "step": 304
    },
    {
      "epoch": 3.05,
      "grad_norm": 2.581968069076538,
      "learning_rate": 3.475e-05,
      "loss": 0.8398,
      "step": 305
    },
    {
      "epoch": 3.06,
      "grad_norm": 2.3169708251953125,
      "learning_rate": 3.4699999999999996e-05,
      "loss": 0.797,
      "step": 306
    },
    {
      "epoch": 3.07,
      "grad_norm": 2.34189510345459,
      "learning_rate": 3.465e-05,
      "loss": 0.7776,
      "step": 307
    },
    {
      "epoch": 3.08,
      "grad_norm": 2.2003982067108154,
      "learning_rate": 3.46e-05,
      "loss": 0.7794,
      "step": 308
    },
    {
      "epoch": 3.09,
      "grad_norm": 2.457073450088501,
      "learning_rate": 3.455e-05,
      "loss": 0.7478,
      "step": 309
    },
    {
      "epoch": 3.1,
      "grad_norm": 3.199470281600952,
      "learning_rate": 3.45e-05,
      "loss": 0.8325,
      "step": 310
    },
    {
      "epoch": 3.11,
      "grad_norm": 2.3704471588134766,
      "learning_rate": 3.445e-05,
      "loss": 0.7278,
      "step": 311
    },
    {
      "epoch": 3.12,
      "grad_norm": 2.931800603866577,
      "learning_rate": 3.4399999999999996e-05,
      "loss": 0.7801,
      "step": 312
    },
    {
      "epoch": 3.13,
      "grad_norm": 2.6182358264923096,
      "learning_rate": 3.435e-05,
      "loss": 0.8055,
      "step": 313
    },
    {
      "epoch": 3.14,
      "grad_norm": 2.8149538040161133,
      "learning_rate": 3.430000000000001e-05,
      "loss": 0.787,
      "step": 314
    },
    {
      "epoch": 3.15,
      "grad_norm": 2.7520289421081543,
      "learning_rate": 3.4250000000000006e-05,
      "loss": 0.7797,
      "step": 315
    },
    {
      "epoch": 3.16,
      "grad_norm": 2.221120595932007,
      "learning_rate": 3.4200000000000005e-05,
      "loss": 0.757,
      "step": 316
    },
    {
      "epoch": 3.17,
      "grad_norm": 2.31010365486145,
      "learning_rate": 3.415e-05,
      "loss": 0.7332,
      "step": 317
    },
    {
      "epoch": 3.18,
      "grad_norm": 2.3467750549316406,
      "learning_rate": 3.41e-05,
      "loss": 0.7359,
      "step": 318
    },
    {
      "epoch": 3.19,
      "grad_norm": 2.2550699710845947,
      "learning_rate": 3.405e-05,
      "loss": 0.7499,
      "step": 319
    },
    {
      "epoch": 3.2,
      "grad_norm": 2.1074817180633545,
      "learning_rate": 3.4000000000000007e-05,
      "loss": 0.7726,
      "step": 320
    },
    {
      "epoch": 3.21,
      "grad_norm": 2.214845657348633,
      "learning_rate": 3.3950000000000005e-05,
      "loss": 0.7511,
      "step": 321
    },
    {
      "epoch": 3.22,
      "grad_norm": 2.332051992416382,
      "learning_rate": 3.3900000000000004e-05,
      "loss": 0.7311,
      "step": 322
    },
    {
      "epoch": 3.23,
      "grad_norm": 2.362800121307373,
      "learning_rate": 3.385e-05,
      "loss": 0.7733,
      "step": 323
    },
    {
      "epoch": 3.24,
      "grad_norm": 2.534464120864868,
      "learning_rate": 3.38e-05,
      "loss": 0.7558,
      "step": 324
    },
    {
      "epoch": 3.25,
      "grad_norm": 2.8490118980407715,
      "learning_rate": 3.375000000000001e-05,
      "loss": 0.7499,
      "step": 325
    },
    {
      "epoch": 3.26,
      "grad_norm": 2.3321146965026855,
      "learning_rate": 3.3700000000000006e-05,
      "loss": 0.7325,
      "step": 326
    },
    {
      "epoch": 3.27,
      "grad_norm": 2.2306180000305176,
      "learning_rate": 3.3650000000000005e-05,
      "loss": 0.6971,
      "step": 327
    },
    {
      "epoch": 3.28,
      "grad_norm": 2.631659746170044,
      "learning_rate": 3.3600000000000004e-05,
      "loss": 0.7437,
      "step": 328
    },
    {
      "epoch": 3.29,
      "grad_norm": 2.132988452911377,
      "learning_rate": 3.355e-05,
      "loss": 0.7235,
      "step": 329
    },
    {
      "epoch": 3.3,
      "grad_norm": 2.3677823543548584,
      "learning_rate": 3.35e-05,
      "loss": 0.7391,
      "step": 330
    },
    {
      "epoch": 3.31,
      "grad_norm": 2.1220078468322754,
      "learning_rate": 3.345000000000001e-05,
      "loss": 0.7152,
      "step": 331
    },
    {
      "epoch": 3.32,
      "grad_norm": 2.1140246391296387,
      "learning_rate": 3.3400000000000005e-05,
      "loss": 0.7412,
      "step": 332
    },
    {
      "epoch": 3.33,
      "grad_norm": 2.5722603797912598,
      "learning_rate": 3.3350000000000004e-05,
      "loss": 0.7467,
      "step": 333
    },
    {
      "epoch": 3.34,
      "grad_norm": 2.204486608505249,
      "learning_rate": 3.33e-05,
      "loss": 0.7231,
      "step": 334
    },
    {
      "epoch": 3.35,
      "grad_norm": 2.0971691608428955,
      "learning_rate": 3.325e-05,
      "loss": 0.7257,
      "step": 335
    },
    {
      "epoch": 3.36,
      "grad_norm": 2.8519248962402344,
      "learning_rate": 3.32e-05,
      "loss": 0.7494,
      "step": 336
    },
    {
      "epoch": 3.37,
      "grad_norm": 2.2360527515411377,
      "learning_rate": 3.3150000000000006e-05,
      "loss": 0.6921,
      "step": 337
    },
    {
      "epoch": 3.38,
      "grad_norm": 2.3887135982513428,
      "learning_rate": 3.3100000000000005e-05,
      "loss": 0.7399,
      "step": 338
    },
    {
      "epoch": 3.39,
      "grad_norm": 2.4111547470092773,
      "learning_rate": 3.3050000000000004e-05,
      "loss": 0.7221,
      "step": 339
    },
    {
      "epoch": 3.4,
      "grad_norm": 2.5168838500976562,
      "learning_rate": 3.3e-05,
      "loss": 0.6999,
      "step": 340
    },
    {
      "epoch": 3.41,
      "grad_norm": 2.031709671020508,
      "learning_rate": 3.295e-05,
      "loss": 0.7068,
      "step": 341
    },
    {
      "epoch": 3.42,
      "grad_norm": 2.285365343093872,
      "learning_rate": 3.29e-05,
      "loss": 0.7343,
      "step": 342
    },
    {
      "epoch": 3.43,
      "grad_norm": 1.9033288955688477,
      "learning_rate": 3.2850000000000006e-05,
      "loss": 0.6829,
      "step": 343
    },
    {
      "epoch": 3.44,
      "grad_norm": 2.287667751312256,
      "learning_rate": 3.2800000000000004e-05,
      "loss": 0.6775,
      "step": 344
    },
    {
      "epoch": 3.45,
      "grad_norm": 2.1991236209869385,
      "learning_rate": 3.275e-05,
      "loss": 0.6938,
      "step": 345
    },
    {
      "epoch": 3.46,
      "grad_norm": 1.9769150018692017,
      "learning_rate": 3.27e-05,
      "loss": 0.7017,
      "step": 346
    },
    {
      "epoch": 3.47,
      "grad_norm": 2.349395990371704,
      "learning_rate": 3.265e-05,
      "loss": 0.7009,
      "step": 347
    },
    {
      "epoch": 3.48,
      "grad_norm": 3.6375603675842285,
      "learning_rate": 3.26e-05,
      "loss": 0.6394,
      "step": 348
    },
    {
      "epoch": 3.49,
      "grad_norm": 2.0802745819091797,
      "learning_rate": 3.2550000000000005e-05,
      "loss": 0.6454,
      "step": 349
    },
    {
      "epoch": 3.5,
      "grad_norm": 2.682943820953369,
      "learning_rate": 3.2500000000000004e-05,
      "loss": 0.6804,
      "step": 350
    },
    {
      "epoch": 3.51,
      "grad_norm": 2.382028102874756,
      "learning_rate": 3.245e-05,
      "loss": 0.6895,
      "step": 351
    },
    {
      "epoch": 3.52,
      "grad_norm": 2.3482613563537598,
      "learning_rate": 3.24e-05,
      "loss": 0.7306,
      "step": 352
    },
    {
      "epoch": 3.53,
      "grad_norm": 1.9910136461257935,
      "learning_rate": 3.235e-05,
      "loss": 0.7028,
      "step": 353
    },
    {
      "epoch": 3.54,
      "grad_norm": 2.132052421569824,
      "learning_rate": 3.2300000000000006e-05,
      "loss": 0.6572,
      "step": 354
    },
    {
      "epoch": 3.55,
      "grad_norm": 3.4626665115356445,
      "learning_rate": 3.2250000000000005e-05,
      "loss": 0.7171,
      "step": 355
    },
    {
      "epoch": 3.56,
      "grad_norm": 2.006849765777588,
      "learning_rate": 3.2200000000000003e-05,
      "loss": 0.6803,
      "step": 356
    },
    {
      "epoch": 3.57,
      "grad_norm": 2.4144439697265625,
      "learning_rate": 3.215e-05,
      "loss": 0.6393,
      "step": 357
    },
    {
      "epoch": 3.58,
      "grad_norm": 2.0544650554656982,
      "learning_rate": 3.21e-05,
      "loss": 0.6639,
      "step": 358
    },
    {
      "epoch": 3.59,
      "grad_norm": 2.121262550354004,
      "learning_rate": 3.205e-05,
      "loss": 0.6625,
      "step": 359
    },
    {
      "epoch": 3.6,
      "grad_norm": 1.9274483919143677,
      "learning_rate": 3.2000000000000005e-05,
      "loss": 0.6818,
      "step": 360
    },
    {
      "epoch": 3.61,
      "grad_norm": 2.679873466491699,
      "learning_rate": 3.1950000000000004e-05,
      "loss": 0.7374,
      "step": 361
    },
    {
      "epoch": 3.62,
      "grad_norm": 1.848824381828308,
      "learning_rate": 3.19e-05,
      "loss": 0.6169,
      "step": 362
    },
    {
      "epoch": 3.63,
      "grad_norm": 1.9739477634429932,
      "learning_rate": 3.185e-05,
      "loss": 0.6408,
      "step": 363
    },
    {
      "epoch": 3.64,
      "grad_norm": 2.503551721572876,
      "learning_rate": 3.18e-05,
      "loss": 0.6738,
      "step": 364
    },
    {
      "epoch": 3.65,
      "grad_norm": 2.225449323654175,
      "learning_rate": 3.175e-05,
      "loss": 0.68,
      "step": 365
    },
    {
      "epoch": 3.66,
      "grad_norm": 2.6726491451263428,
      "learning_rate": 3.1700000000000005e-05,
      "loss": 0.6418,
      "step": 366
    },
    {
      "epoch": 3.67,
      "grad_norm": 1.8364787101745605,
      "learning_rate": 3.1650000000000004e-05,
      "loss": 0.6448,
      "step": 367
    },
    {
      "epoch": 3.68,
      "grad_norm": 2.2925994396209717,
      "learning_rate": 3.16e-05,
      "loss": 0.6785,
      "step": 368
    },
    {
      "epoch": 3.69,
      "grad_norm": 1.975479006767273,
      "learning_rate": 3.155e-05,
      "loss": 0.6469,
      "step": 369
    },
    {
      "epoch": 3.7,
      "grad_norm": 2.1618595123291016,
      "learning_rate": 3.15e-05,
      "loss": 0.6641,
      "step": 370
    },
    {
      "epoch": 3.71,
      "grad_norm": 1.8655140399932861,
      "learning_rate": 3.145e-05,
      "loss": 0.689,
      "step": 371
    },
    {
      "epoch": 3.72,
      "grad_norm": 1.9358842372894287,
      "learning_rate": 3.1400000000000004e-05,
      "loss": 0.6051,
      "step": 372
    },
    {
      "epoch": 3.73,
      "grad_norm": 1.8884471654891968,
      "learning_rate": 3.135e-05,
      "loss": 0.6329,
      "step": 373
    },
    {
      "epoch": 3.74,
      "grad_norm": 2.1142687797546387,
      "learning_rate": 3.13e-05,
      "loss": 0.6373,
      "step": 374
    },
    {
      "epoch": 3.75,
      "grad_norm": 2.050483465194702,
      "learning_rate": 3.125e-05,
      "loss": 0.6798,
      "step": 375
    },
    {
      "epoch": 3.76,
      "grad_norm": 1.8121212720870972,
      "learning_rate": 3.12e-05,
      "loss": 0.6269,
      "step": 376
    },
    {
      "epoch": 3.77,
      "grad_norm": 1.935694694519043,
      "learning_rate": 3.115e-05,
      "loss": 0.6267,
      "step": 377
    },
    {
      "epoch": 3.78,
      "grad_norm": 2.072321891784668,
      "learning_rate": 3.1100000000000004e-05,
      "loss": 0.6656,
      "step": 378
    },
    {
      "epoch": 3.79,
      "grad_norm": 2.1156837940216064,
      "learning_rate": 3.105e-05,
      "loss": 0.6073,
      "step": 379
    },
    {
      "epoch": 3.8,
      "grad_norm": 2.078836679458618,
      "learning_rate": 3.1e-05,
      "loss": 0.6308,
      "step": 380
    },
    {
      "epoch": 3.81,
      "grad_norm": 1.9293782711029053,
      "learning_rate": 3.095e-05,
      "loss": 0.6073,
      "step": 381
    },
    {
      "epoch": 3.82,
      "grad_norm": 1.9013956785202026,
      "learning_rate": 3.09e-05,
      "loss": 0.6111,
      "step": 382
    },
    {
      "epoch": 3.83,
      "grad_norm": 1.7688913345336914,
      "learning_rate": 3.0850000000000004e-05,
      "loss": 0.5826,
      "step": 383
    },
    {
      "epoch": 3.84,
      "grad_norm": 2.4406540393829346,
      "learning_rate": 3.08e-05,
      "loss": 0.6456,
      "step": 384
    },
    {
      "epoch": 3.85,
      "grad_norm": 1.7472201585769653,
      "learning_rate": 3.075e-05,
      "loss": 0.5852,
      "step": 385
    },
    {
      "epoch": 3.86,
      "grad_norm": 2.008159637451172,
      "learning_rate": 3.07e-05,
      "loss": 0.5989,
      "step": 386
    },
    {
      "epoch": 3.87,
      "grad_norm": 1.9518190622329712,
      "learning_rate": 3.065e-05,
      "loss": 0.5974,
      "step": 387
    },
    {
      "epoch": 3.88,
      "grad_norm": 1.9508309364318848,
      "learning_rate": 3.06e-05,
      "loss": 0.5968,
      "step": 388
    },
    {
      "epoch": 3.89,
      "grad_norm": 2.510551929473877,
      "learning_rate": 3.0550000000000004e-05,
      "loss": 0.5836,
      "step": 389
    },
    {
      "epoch": 3.9,
      "grad_norm": 1.915537714958191,
      "learning_rate": 3.05e-05,
      "loss": 0.5939,
      "step": 390
    },
    {
      "epoch": 3.91,
      "grad_norm": 2.1127736568450928,
      "learning_rate": 3.045e-05,
      "loss": 0.5997,
      "step": 391
    },
    {
      "epoch": 3.92,
      "grad_norm": 1.8996096849441528,
      "learning_rate": 3.04e-05,
      "loss": 0.6044,
      "step": 392
    },
    {
      "epoch": 3.93,
      "grad_norm": 2.0096635818481445,
      "learning_rate": 3.035e-05,
      "loss": 0.597,
      "step": 393
    },
    {
      "epoch": 3.94,
      "grad_norm": 2.8508474826812744,
      "learning_rate": 3.03e-05,
      "loss": 0.5736,
      "step": 394
    },
    {
      "epoch": 3.95,
      "grad_norm": 1.757529854774475,
      "learning_rate": 3.025e-05,
      "loss": 0.598,
      "step": 395
    },
    {
      "epoch": 3.96,
      "grad_norm": 2.404191493988037,
      "learning_rate": 3.02e-05,
      "loss": 0.5882,
      "step": 396
    },
    {
      "epoch": 3.97,
      "grad_norm": 1.7646234035491943,
      "learning_rate": 3.015e-05,
      "loss": 0.6023,
      "step": 397
    },
    {
      "epoch": 3.98,
      "grad_norm": 1.903916835784912,
      "learning_rate": 3.01e-05,
      "loss": 0.5945,
      "step": 398
    },
    {
      "epoch": 3.99,
      "grad_norm": 2.1025474071502686,
      "learning_rate": 3.0050000000000002e-05,
      "loss": 0.5729,
      "step": 399
    },
    {
      "epoch": 4.0,
      "grad_norm": 1.847398042678833,
      "learning_rate": 3e-05,
      "loss": 0.604,
      "step": 400
    },
    {
      "epoch": 4.0,
      "eval_accuracy_Background": NaN,
      "eval_accuracy_Bag": 0.15215037372664866,
      "eval_accuracy_Belt": 0.0,
      "eval_accuracy_Dress": 0.25711307769084457,
      "eval_accuracy_Face": 0.8612099828060878,
      "eval_accuracy_Hair": 0.8107991852052233,
      "eval_accuracy_Hat": 0.0,
      "eval_accuracy_Left-arm": 0.4317189435025836,
      "eval_accuracy_Left-leg": 0.6495805951183766,
      "eval_accuracy_Left-shoe": 0.0016081083777259033,
      "eval_accuracy_Pants": 0.7834634080183954,
      "eval_accuracy_Right-arm": 0.4042536772082542,
      "eval_accuracy_Right-leg": 0.692942559689506,
      "eval_accuracy_Right-shoe": 0.10090422616301309,
      "eval_accuracy_Scarf": 0.0,
      "eval_accuracy_Skirt": 0.6810461641436234,
      "eval_accuracy_Sunglasses": 0.0,
      "eval_accuracy_Upper-clothes": 0.8788042498898158,
      "eval_iou_Background": 0.0,
      "eval_iou_Bag": 0.14916093202945793,
      "eval_iou_Belt": 0.0,
      "eval_iou_Dress": 0.22337524879636989,
      "eval_iou_Face": 0.6875479680790486,
      "eval_iou_Hair": 0.691039590046071,
      "eval_iou_Hat": 0.0,
      "eval_iou_Left-arm": 0.4032413270444642,
      "eval_iou_Left-leg": 0.44020418405621003,
      "eval_iou_Left-shoe": 0.0016079864657814096,
      "eval_iou_Pants": 0.622189489066997,
      "eval_iou_Right-arm": 0.38771849750200454,
      "eval_iou_Right-leg": 0.509594140830921,
      "eval_iou_Right-shoe": 0.09183834613452013,
      "eval_iou_Scarf": 0.0,
      "eval_iou_Skirt": 0.4338084383517206,
      "eval_iou_Sunglasses": 0.0,
      "eval_iou_Upper-clothes": 0.589428539322734,
      "eval_loss": 0.5497617125511169,
      "eval_mean_accuracy": 0.39444673832588817,
      "eval_mean_iou": 0.2905974826514612,
      "eval_overall_accuracy": 0.6189291375907553,
      "eval_runtime": 19.7688,
      "eval_samples_per_second": 10.117,
      "eval_steps_per_second": 5.058,
      "step": 400
    },
    {
      "epoch": 4.01,
      "grad_norm": 1.7483762502670288,
      "learning_rate": 2.995e-05,
      "loss": 0.5982,
      "step": 401
    },
    {
      "epoch": 4.02,
      "grad_norm": 2.1366004943847656,
      "learning_rate": 2.9900000000000002e-05,
      "loss": 0.5913,
      "step": 402
    },
    {
      "epoch": 4.03,
      "grad_norm": 2.2175021171569824,
      "learning_rate": 2.985e-05,
      "loss": 0.5715,
      "step": 403
    },
    {
      "epoch": 4.04,
      "grad_norm": 1.8930339813232422,
      "learning_rate": 2.98e-05,
      "loss": 0.5822,
      "step": 404
    },
    {
      "epoch": 4.05,
      "grad_norm": 1.9068400859832764,
      "learning_rate": 2.975e-05,
      "loss": 0.5829,
      "step": 405
    },
    {
      "epoch": 4.06,
      "grad_norm": 1.7323366403579712,
      "learning_rate": 2.97e-05,
      "loss": 0.5802,
      "step": 406
    },
    {
      "epoch": 4.07,
      "grad_norm": 1.9710861444473267,
      "learning_rate": 2.965e-05,
      "loss": 0.6427,
      "step": 407
    },
    {
      "epoch": 4.08,
      "grad_norm": 1.7494908571243286,
      "learning_rate": 2.96e-05,
      "loss": 0.5103,
      "step": 408
    },
    {
      "epoch": 4.09,
      "grad_norm": 1.73024582862854,
      "learning_rate": 2.955e-05,
      "loss": 0.5869,
      "step": 409
    },
    {
      "epoch": 4.1,
      "grad_norm": 2.0986454486846924,
      "learning_rate": 2.95e-05,
      "loss": 0.5841,
      "step": 410
    },
    {
      "epoch": 4.11,
      "grad_norm": 2.0532639026641846,
      "learning_rate": 2.945e-05,
      "loss": 0.5536,
      "step": 411
    },
    {
      "epoch": 4.12,
      "grad_norm": 2.0660130977630615,
      "learning_rate": 2.94e-05,
      "loss": 0.5515,
      "step": 412
    },
    {
      "epoch": 4.13,
      "grad_norm": 1.6650680303573608,
      "learning_rate": 2.935e-05,
      "loss": 0.5565,
      "step": 413
    },
    {
      "epoch": 4.14,
      "grad_norm": 2.0373737812042236,
      "learning_rate": 2.93e-05,
      "loss": 0.5732,
      "step": 414
    },
    {
      "epoch": 4.15,
      "grad_norm": 1.6789673566818237,
      "learning_rate": 2.925e-05,
      "loss": 0.4932,
      "step": 415
    },
    {
      "epoch": 4.16,
      "grad_norm": 1.7596616744995117,
      "learning_rate": 2.9199999999999998e-05,
      "loss": 0.577,
      "step": 416
    },
    {
      "epoch": 4.17,
      "grad_norm": 1.9498916864395142,
      "learning_rate": 2.915e-05,
      "loss": 0.5465,
      "step": 417
    },
    {
      "epoch": 4.18,
      "grad_norm": 1.784180760383606,
      "learning_rate": 2.91e-05,
      "loss": 0.5305,
      "step": 418
    },
    {
      "epoch": 4.19,
      "grad_norm": 1.7138274908065796,
      "learning_rate": 2.9049999999999998e-05,
      "loss": 0.5529,
      "step": 419
    },
    {
      "epoch": 4.2,
      "grad_norm": 1.7682074308395386,
      "learning_rate": 2.9e-05,
      "loss": 0.495,
      "step": 420
    },
    {
      "epoch": 4.21,
      "grad_norm": 1.6140609979629517,
      "learning_rate": 2.895e-05,
      "loss": 0.598,
      "step": 421
    },
    {
      "epoch": 4.22,
      "grad_norm": 1.8612520694732666,
      "learning_rate": 2.8899999999999998e-05,
      "loss": 0.5592,
      "step": 422
    },
    {
      "epoch": 4.23,
      "grad_norm": 2.703176259994507,
      "learning_rate": 2.885e-05,
      "loss": 0.5845,
      "step": 423
    },
    {
      "epoch": 4.24,
      "grad_norm": 1.6600621938705444,
      "learning_rate": 2.88e-05,
      "loss": 0.5533,
      "step": 424
    },
    {
      "epoch": 4.25,
      "grad_norm": 3.2912957668304443,
      "learning_rate": 2.8749999999999997e-05,
      "loss": 0.5635,
      "step": 425
    },
    {
      "epoch": 4.26,
      "grad_norm": 1.8047733306884766,
      "learning_rate": 2.87e-05,
      "loss": 0.5163,
      "step": 426
    },
    {
      "epoch": 4.27,
      "grad_norm": 2.1701486110687256,
      "learning_rate": 2.865e-05,
      "loss": 0.526,
      "step": 427
    },
    {
      "epoch": 4.28,
      "grad_norm": 2.0911364555358887,
      "learning_rate": 2.86e-05,
      "loss": 0.5482,
      "step": 428
    },
    {
      "epoch": 4.29,
      "grad_norm": 1.8024115562438965,
      "learning_rate": 2.855e-05,
      "loss": 0.5328,
      "step": 429
    },
    {
      "epoch": 4.3,
      "grad_norm": 1.6351350545883179,
      "learning_rate": 2.8499999999999998e-05,
      "loss": 0.4967,
      "step": 430
    },
    {
      "epoch": 4.31,
      "grad_norm": 1.7275654077529907,
      "learning_rate": 2.845e-05,
      "loss": 0.5155,
      "step": 431
    },
    {
      "epoch": 4.32,
      "grad_norm": 1.8753890991210938,
      "learning_rate": 2.84e-05,
      "loss": 0.4988,
      "step": 432
    },
    {
      "epoch": 4.33,
      "grad_norm": 1.494789719581604,
      "learning_rate": 2.8349999999999998e-05,
      "loss": 0.5152,
      "step": 433
    },
    {
      "epoch": 4.34,
      "grad_norm": 1.8088958263397217,
      "learning_rate": 2.83e-05,
      "loss": 0.539,
      "step": 434
    },
    {
      "epoch": 4.35,
      "grad_norm": 1.8341476917266846,
      "learning_rate": 2.825e-05,
      "loss": 0.5103,
      "step": 435
    },
    {
      "epoch": 4.36,
      "grad_norm": 1.7371165752410889,
      "learning_rate": 2.8199999999999998e-05,
      "loss": 0.5312,
      "step": 436
    },
    {
      "epoch": 4.37,
      "grad_norm": 2.1974244117736816,
      "learning_rate": 2.815e-05,
      "loss": 0.5457,
      "step": 437
    },
    {
      "epoch": 4.38,
      "grad_norm": 1.6284724473953247,
      "learning_rate": 2.8100000000000005e-05,
      "loss": 0.5204,
      "step": 438
    },
    {
      "epoch": 4.39,
      "grad_norm": 1.7171125411987305,
      "learning_rate": 2.8050000000000004e-05,
      "loss": 0.514,
      "step": 439
    },
    {
      "epoch": 4.4,
      "grad_norm": 1.7929084300994873,
      "learning_rate": 2.8000000000000003e-05,
      "loss": 0.5599,
      "step": 440
    },
    {
      "epoch": 4.41,
      "grad_norm": 1.704899549484253,
      "learning_rate": 2.7950000000000005e-05,
      "loss": 0.5349,
      "step": 441
    },
    {
      "epoch": 4.42,
      "grad_norm": 1.6281729936599731,
      "learning_rate": 2.7900000000000004e-05,
      "loss": 0.4468,
      "step": 442
    },
    {
      "epoch": 4.43,
      "grad_norm": 2.172532558441162,
      "learning_rate": 2.7850000000000003e-05,
      "loss": 0.5058,
      "step": 443
    },
    {
      "epoch": 4.44,
      "grad_norm": 1.9028481245040894,
      "learning_rate": 2.7800000000000005e-05,
      "loss": 0.5028,
      "step": 444
    },
    {
      "epoch": 4.45,
      "grad_norm": 2.286180257797241,
      "learning_rate": 2.7750000000000004e-05,
      "loss": 0.5315,
      "step": 445
    },
    {
      "epoch": 4.46,
      "grad_norm": 1.8914837837219238,
      "learning_rate": 2.7700000000000002e-05,
      "loss": 0.4928,
      "step": 446
    },
    {
      "epoch": 4.47,
      "grad_norm": 2.0174691677093506,
      "learning_rate": 2.7650000000000005e-05,
      "loss": 0.6073,
      "step": 447
    },
    {
      "epoch": 4.48,
      "grad_norm": 1.7693036794662476,
      "learning_rate": 2.7600000000000003e-05,
      "loss": 0.5147,
      "step": 448
    },
    {
      "epoch": 4.49,
      "grad_norm": 1.6740831136703491,
      "learning_rate": 2.7550000000000002e-05,
      "loss": 0.4613,
      "step": 449
    },
    {
      "epoch": 4.5,
      "grad_norm": 1.6475316286087036,
      "learning_rate": 2.7500000000000004e-05,
      "loss": 0.5203,
      "step": 450
    },
    {
      "epoch": 4.51,
      "grad_norm": 1.6620523929595947,
      "learning_rate": 2.7450000000000003e-05,
      "loss": 0.5307,
      "step": 451
    },
    {
      "epoch": 4.52,
      "grad_norm": 1.569373607635498,
      "learning_rate": 2.7400000000000002e-05,
      "loss": 0.4721,
      "step": 452
    },
    {
      "epoch": 4.53,
      "grad_norm": 1.9960706233978271,
      "learning_rate": 2.7350000000000004e-05,
      "loss": 0.5095,
      "step": 453
    },
    {
      "epoch": 4.54,
      "grad_norm": 1.6629233360290527,
      "learning_rate": 2.7300000000000003e-05,
      "loss": 0.5428,
      "step": 454
    },
    {
      "epoch": 4.55,
      "grad_norm": 2.952652931213379,
      "learning_rate": 2.725e-05,
      "loss": 0.5395,
      "step": 455
    },
    {
      "epoch": 4.56,
      "grad_norm": 1.7524665594100952,
      "learning_rate": 2.7200000000000004e-05,
      "loss": 0.4883,
      "step": 456
    },
    {
      "epoch": 4.57,
      "grad_norm": 1.522602915763855,
      "learning_rate": 2.7150000000000003e-05,
      "loss": 0.5211,
      "step": 457
    },
    {
      "epoch": 4.58,
      "grad_norm": 1.814300775527954,
      "learning_rate": 2.7100000000000005e-05,
      "loss": 0.4786,
      "step": 458
    },
    {
      "epoch": 4.59,
      "grad_norm": 2.1298165321350098,
      "learning_rate": 2.7050000000000004e-05,
      "loss": 0.5143,
      "step": 459
    },
    {
      "epoch": 4.6,
      "grad_norm": 1.7725096940994263,
      "learning_rate": 2.7000000000000002e-05,
      "loss": 0.5136,
      "step": 460
    },
    {
      "epoch": 4.61,
      "grad_norm": 1.3774529695510864,
      "learning_rate": 2.6950000000000005e-05,
      "loss": 0.4743,
      "step": 461
    },
    {
      "epoch": 4.62,
      "grad_norm": 1.7687019109725952,
      "learning_rate": 2.6900000000000003e-05,
      "loss": 0.4855,
      "step": 462
    },
    {
      "epoch": 4.63,
      "grad_norm": 1.4844627380371094,
      "learning_rate": 2.6850000000000002e-05,
      "loss": 0.4983,
      "step": 463
    },
    {
      "epoch": 4.64,
      "grad_norm": 1.6323652267456055,
      "learning_rate": 2.6800000000000004e-05,
      "loss": 0.5245,
      "step": 464
    },
    {
      "epoch": 4.65,
      "grad_norm": 1.603007435798645,
      "learning_rate": 2.6750000000000003e-05,
      "loss": 0.5084,
      "step": 465
    },
    {
      "epoch": 4.66,
      "grad_norm": 1.532347321510315,
      "learning_rate": 2.6700000000000002e-05,
      "loss": 0.5297,
      "step": 466
    },
    {
      "epoch": 4.67,
      "grad_norm": 1.7119895219802856,
      "learning_rate": 2.6650000000000004e-05,
      "loss": 0.4684,
      "step": 467
    },
    {
      "epoch": 4.68,
      "grad_norm": 1.5283030271530151,
      "learning_rate": 2.6600000000000003e-05,
      "loss": 0.4993,
      "step": 468
    },
    {
      "epoch": 4.69,
      "grad_norm": 1.5730016231536865,
      "learning_rate": 2.655e-05,
      "loss": 0.4678,
      "step": 469
    },
    {
      "epoch": 4.7,
      "grad_norm": 1.8194169998168945,
      "learning_rate": 2.6500000000000004e-05,
      "loss": 0.4452,
      "step": 470
    },
    {
      "epoch": 4.71,
      "grad_norm": 1.7519700527191162,
      "learning_rate": 2.6450000000000003e-05,
      "loss": 0.5069,
      "step": 471
    },
    {
      "epoch": 4.72,
      "grad_norm": 2.03965163230896,
      "learning_rate": 2.64e-05,
      "loss": 0.5194,
      "step": 472
    },
    {
      "epoch": 4.73,
      "grad_norm": 2.311323642730713,
      "learning_rate": 2.6350000000000004e-05,
      "loss": 0.525,
      "step": 473
    },
    {
      "epoch": 4.74,
      "grad_norm": 1.6736408472061157,
      "learning_rate": 2.6300000000000002e-05,
      "loss": 0.4849,
      "step": 474
    },
    {
      "epoch": 4.75,
      "grad_norm": 1.477797508239746,
      "learning_rate": 2.625e-05,
      "loss": 0.4898,
      "step": 475
    },
    {
      "epoch": 4.76,
      "grad_norm": 1.5350815057754517,
      "learning_rate": 2.6200000000000003e-05,
      "loss": 0.5253,
      "step": 476
    },
    {
      "epoch": 4.77,
      "grad_norm": 2.204935073852539,
      "learning_rate": 2.6150000000000002e-05,
      "loss": 0.4761,
      "step": 477
    },
    {
      "epoch": 4.78,
      "grad_norm": 1.6424496173858643,
      "learning_rate": 2.61e-05,
      "loss": 0.4968,
      "step": 478
    },
    {
      "epoch": 4.79,
      "grad_norm": 1.4290326833724976,
      "learning_rate": 2.6050000000000003e-05,
      "loss": 0.4613,
      "step": 479
    },
    {
      "epoch": 4.8,
      "grad_norm": 1.7891058921813965,
      "learning_rate": 2.6000000000000002e-05,
      "loss": 0.4887,
      "step": 480
    },
    {
      "epoch": 4.81,
      "grad_norm": 1.9893769025802612,
      "learning_rate": 2.595e-05,
      "loss": 0.4723,
      "step": 481
    },
    {
      "epoch": 4.82,
      "grad_norm": 1.5602465867996216,
      "learning_rate": 2.5900000000000003e-05,
      "loss": 0.4564,
      "step": 482
    },
    {
      "epoch": 4.83,
      "grad_norm": 1.5251072645187378,
      "learning_rate": 2.585e-05,
      "loss": 0.4833,
      "step": 483
    },
    {
      "epoch": 4.84,
      "grad_norm": 1.5722562074661255,
      "learning_rate": 2.58e-05,
      "loss": 0.5021,
      "step": 484
    },
    {
      "epoch": 4.85,
      "grad_norm": 1.5023565292358398,
      "learning_rate": 2.5750000000000002e-05,
      "loss": 0.4612,
      "step": 485
    },
    {
      "epoch": 4.86,
      "grad_norm": 1.35977303981781,
      "learning_rate": 2.57e-05,
      "loss": 0.4693,
      "step": 486
    },
    {
      "epoch": 4.87,
      "grad_norm": 1.406873106956482,
      "learning_rate": 2.5650000000000003e-05,
      "loss": 0.4946,
      "step": 487
    },
    {
      "epoch": 4.88,
      "grad_norm": 2.3348896503448486,
      "learning_rate": 2.5600000000000002e-05,
      "loss": 0.4808,
      "step": 488
    },
    {
      "epoch": 4.89,
      "grad_norm": 1.4187644720077515,
      "learning_rate": 2.555e-05,
      "loss": 0.4428,
      "step": 489
    },
    {
      "epoch": 4.9,
      "grad_norm": 1.9840366840362549,
      "learning_rate": 2.5500000000000003e-05,
      "loss": 0.5267,
      "step": 490
    },
    {
      "epoch": 4.91,
      "grad_norm": 1.5771024227142334,
      "learning_rate": 2.5450000000000002e-05,
      "loss": 0.4775,
      "step": 491
    },
    {
      "epoch": 4.92,
      "grad_norm": 1.9569770097732544,
      "learning_rate": 2.54e-05,
      "loss": 0.4827,
      "step": 492
    },
    {
      "epoch": 4.93,
      "grad_norm": 1.7230541706085205,
      "learning_rate": 2.5350000000000003e-05,
      "loss": 0.4844,
      "step": 493
    },
    {
      "epoch": 4.94,
      "grad_norm": 1.536129117012024,
      "learning_rate": 2.5300000000000002e-05,
      "loss": 0.4777,
      "step": 494
    },
    {
      "epoch": 4.95,
      "grad_norm": 1.929164171218872,
      "learning_rate": 2.525e-05,
      "loss": 0.4997,
      "step": 495
    },
    {
      "epoch": 4.96,
      "grad_norm": 1.6680632829666138,
      "learning_rate": 2.5200000000000003e-05,
      "loss": 0.4778,
      "step": 496
    },
    {
      "epoch": 4.97,
      "grad_norm": 5.553699016571045,
      "learning_rate": 2.515e-05,
      "loss": 0.4703,
      "step": 497
    },
    {
      "epoch": 4.98,
      "grad_norm": 1.4777165651321411,
      "learning_rate": 2.51e-05,
      "loss": 0.4478,
      "step": 498
    },
    {
      "epoch": 4.99,
      "grad_norm": 1.6384165287017822,
      "learning_rate": 2.5050000000000002e-05,
      "loss": 0.4734,
      "step": 499
    },
    {
      "epoch": 5.0,
      "grad_norm": 1.5504659414291382,
      "learning_rate": 2.5e-05,
      "loss": 0.4334,
      "step": 500
    },
    {
      "epoch": 5.0,
      "eval_accuracy_Background": NaN,
      "eval_accuracy_Bag": 0.29619695401893187,
      "eval_accuracy_Belt": 0.0,
      "eval_accuracy_Dress": 0.4860997837212974,
      "eval_accuracy_Face": 0.8410441769835882,
      "eval_accuracy_Hair": 0.8264871390704801,
      "eval_accuracy_Hat": 0.0,
      "eval_accuracy_Left-arm": 0.5206527309219797,
      "eval_accuracy_Left-leg": 0.6688630853543504,
      "eval_accuracy_Left-shoe": 0.0032561201891422756,
      "eval_accuracy_Pants": 0.8254494820130136,
      "eval_accuracy_Right-arm": 0.5088129524162307,
      "eval_accuracy_Right-leg": 0.654806732823314,
      "eval_accuracy_Right-shoe": 0.1672995855465777,
      "eval_accuracy_Scarf": 0.0,
      "eval_accuracy_Skirt": 0.47251541017717386,
      "eval_accuracy_Sunglasses": 0.0,
      "eval_accuracy_Upper-clothes": 0.8611954027314104,
      "eval_iou_Background": 0.0,
      "eval_iou_Bag": 0.2858053736499578,
      "eval_iou_Belt": 0.0,
      "eval_iou_Dress": 0.35099439923140446,
      "eval_iou_Face": 0.7027736709283527,
      "eval_iou_Hair": 0.6958932069622158,
      "eval_iou_Hat": 0.0,
      "eval_iou_Left-arm": 0.4820200592536218,
      "eval_iou_Left-leg": 0.498673397033524,
      "eval_iou_Left-shoe": 0.0032561071961565166,
      "eval_iou_Pants": 0.612950829990673,
      "eval_iou_Right-arm": 0.48086380885931623,
      "eval_iou_Right-leg": 0.5322917871602082,
      "eval_iou_Right-shoe": 0.14374826350064715,
      "eval_iou_Scarf": 0.0,
      "eval_iou_Skirt": 0.3808844152293068,
      "eval_iou_Sunglasses": 0.0,
      "eval_iou_Upper-clothes": 0.6232513316328936,
      "eval_loss": 0.4439513385295868,
      "eval_mean_accuracy": 0.41956938564514645,
      "eval_mean_iou": 0.32185592503490434,
      "eval_overall_accuracy": 0.6428373167014347,
      "eval_runtime": 20.0908,
      "eval_samples_per_second": 9.955,
      "eval_steps_per_second": 4.977,
      "step": 500
    },
    {
      "epoch": 5.01,
      "grad_norm": 1.6766607761383057,
      "learning_rate": 2.495e-05,
      "loss": 0.4581,
      "step": 501
    },
    {
      "epoch": 5.02,
      "grad_norm": 1.6258440017700195,
      "learning_rate": 2.4900000000000002e-05,
      "loss": 0.4471,
      "step": 502
    },
    {
      "epoch": 5.03,
      "grad_norm": 1.514128565788269,
      "learning_rate": 2.485e-05,
      "loss": 0.5209,
      "step": 503
    },
    {
      "epoch": 5.04,
      "grad_norm": 1.2834872007369995,
      "learning_rate": 2.48e-05,
      "loss": 0.4459,
      "step": 504
    },
    {
      "epoch": 5.05,
      "grad_norm": 1.3668285608291626,
      "learning_rate": 2.4750000000000002e-05,
      "loss": 0.4725,
      "step": 505
    },
    {
      "epoch": 5.06,
      "grad_norm": 1.4067286252975464,
      "learning_rate": 2.47e-05,
      "loss": 0.4522,
      "step": 506
    },
    {
      "epoch": 5.07,
      "grad_norm": 1.3681010007858276,
      "learning_rate": 2.465e-05,
      "loss": 0.4389,
      "step": 507
    },
    {
      "epoch": 5.08,
      "grad_norm": 1.7294224500656128,
      "learning_rate": 2.46e-05,
      "loss": 0.4548,
      "step": 508
    },
    {
      "epoch": 5.09,
      "grad_norm": 1.264001727104187,
      "learning_rate": 2.455e-05,
      "loss": 0.4917,
      "step": 509
    },
    {
      "epoch": 5.1,
      "grad_norm": 1.7243293523788452,
      "learning_rate": 2.45e-05,
      "loss": 0.4335,
      "step": 510
    },
    {
      "epoch": 5.11,
      "grad_norm": 2.1092875003814697,
      "learning_rate": 2.445e-05,
      "loss": 0.4724,
      "step": 511
    },
    {
      "epoch": 5.12,
      "grad_norm": 1.6956874132156372,
      "learning_rate": 2.44e-05,
      "loss": 0.4492,
      "step": 512
    },
    {
      "epoch": 5.13,
      "grad_norm": 1.2563753128051758,
      "learning_rate": 2.435e-05,
      "loss": 0.4495,
      "step": 513
    },
    {
      "epoch": 5.14,
      "grad_norm": 1.56686270236969,
      "learning_rate": 2.43e-05,
      "loss": 0.4318,
      "step": 514
    },
    {
      "epoch": 5.15,
      "grad_norm": 3.381554126739502,
      "learning_rate": 2.425e-05,
      "loss": 0.4844,
      "step": 515
    },
    {
      "epoch": 5.16,
      "grad_norm": 1.7496775388717651,
      "learning_rate": 2.4200000000000002e-05,
      "loss": 0.4397,
      "step": 516
    },
    {
      "epoch": 5.17,
      "grad_norm": 1.1964828968048096,
      "learning_rate": 2.415e-05,
      "loss": 0.4514,
      "step": 517
    },
    {
      "epoch": 5.18,
      "grad_norm": 1.5660873651504517,
      "learning_rate": 2.41e-05,
      "loss": 0.4187,
      "step": 518
    },
    {
      "epoch": 5.19,
      "grad_norm": 1.4099700450897217,
      "learning_rate": 2.4050000000000002e-05,
      "loss": 0.4549,
      "step": 519
    },
    {
      "epoch": 5.2,
      "grad_norm": 2.3505313396453857,
      "learning_rate": 2.4e-05,
      "loss": 0.4319,
      "step": 520
    },
    {
      "epoch": 5.21,
      "grad_norm": 1.5259710550308228,
      "learning_rate": 2.395e-05,
      "loss": 0.4409,
      "step": 521
    },
    {
      "epoch": 5.22,
      "grad_norm": 1.6908599138259888,
      "learning_rate": 2.39e-05,
      "loss": 0.4612,
      "step": 522
    },
    {
      "epoch": 5.23,
      "grad_norm": 1.9569765329360962,
      "learning_rate": 2.385e-05,
      "loss": 0.4618,
      "step": 523
    },
    {
      "epoch": 5.24,
      "grad_norm": 1.4854886531829834,
      "learning_rate": 2.38e-05,
      "loss": 0.4594,
      "step": 524
    },
    {
      "epoch": 5.25,
      "grad_norm": 2.151453733444214,
      "learning_rate": 2.375e-05,
      "loss": 0.4265,
      "step": 525
    },
    {
      "epoch": 5.26,
      "grad_norm": 1.6708282232284546,
      "learning_rate": 2.37e-05,
      "loss": 0.4486,
      "step": 526
    },
    {
      "epoch": 5.27,
      "grad_norm": 1.3728524446487427,
      "learning_rate": 2.365e-05,
      "loss": 0.5252,
      "step": 527
    },
    {
      "epoch": 5.28,
      "grad_norm": 1.4798742532730103,
      "learning_rate": 2.36e-05,
      "loss": 0.4485,
      "step": 528
    },
    {
      "epoch": 5.29,
      "grad_norm": 1.7039676904678345,
      "learning_rate": 2.355e-05,
      "loss": 0.4312,
      "step": 529
    },
    {
      "epoch": 5.3,
      "grad_norm": 1.6432716846466064,
      "learning_rate": 2.35e-05,
      "loss": 0.4224,
      "step": 530
    },
    {
      "epoch": 5.31,
      "grad_norm": 1.2745758295059204,
      "learning_rate": 2.345e-05,
      "loss": 0.4489,
      "step": 531
    },
    {
      "epoch": 5.32,
      "grad_norm": 1.6044172048568726,
      "learning_rate": 2.3400000000000003e-05,
      "loss": 0.5112,
      "step": 532
    },
    {
      "epoch": 5.33,
      "grad_norm": 1.3957570791244507,
      "learning_rate": 2.3350000000000002e-05,
      "loss": 0.404,
      "step": 533
    },
    {
      "epoch": 5.34,
      "grad_norm": 1.433956265449524,
      "learning_rate": 2.3300000000000004e-05,
      "loss": 0.4471,
      "step": 534
    },
    {
      "epoch": 5.35,
      "grad_norm": 1.2803727388381958,
      "learning_rate": 2.3250000000000003e-05,
      "loss": 0.436,
      "step": 535
    },
    {
      "epoch": 5.36,
      "grad_norm": 1.614059567451477,
      "learning_rate": 2.32e-05,
      "loss": 0.4532,
      "step": 536
    },
    {
      "epoch": 5.37,
      "grad_norm": 1.148681640625,
      "learning_rate": 2.3150000000000004e-05,
      "loss": 0.4131,
      "step": 537
    },
    {
      "epoch": 5.38,
      "grad_norm": 2.1355903148651123,
      "learning_rate": 2.3100000000000002e-05,
      "loss": 0.4127,
      "step": 538
    },
    {
      "epoch": 5.39,
      "grad_norm": 1.554132103919983,
      "learning_rate": 2.305e-05,
      "loss": 0.4084,
      "step": 539
    },
    {
      "epoch": 5.4,
      "grad_norm": 1.2720234394073486,
      "learning_rate": 2.3000000000000003e-05,
      "loss": 0.4211,
      "step": 540
    },
    {
      "epoch": 5.41,
      "grad_norm": 1.5440813302993774,
      "learning_rate": 2.2950000000000002e-05,
      "loss": 0.4226,
      "step": 541
    },
    {
      "epoch": 5.42,
      "grad_norm": 1.6821751594543457,
      "learning_rate": 2.29e-05,
      "loss": 0.4383,
      "step": 542
    },
    {
      "epoch": 5.43,
      "grad_norm": 1.2249444723129272,
      "learning_rate": 2.2850000000000003e-05,
      "loss": 0.3845,
      "step": 543
    },
    {
      "epoch": 5.44,
      "grad_norm": 1.6262645721435547,
      "learning_rate": 2.2800000000000002e-05,
      "loss": 0.4841,
      "step": 544
    },
    {
      "epoch": 5.45,
      "grad_norm": 1.5315877199172974,
      "learning_rate": 2.275e-05,
      "loss": 0.4141,
      "step": 545
    },
    {
      "epoch": 5.46,
      "grad_norm": 1.347760558128357,
      "learning_rate": 2.2700000000000003e-05,
      "loss": 0.3933,
      "step": 546
    },
    {
      "epoch": 5.47,
      "grad_norm": 1.267216444015503,
      "learning_rate": 2.265e-05,
      "loss": 0.4039,
      "step": 547
    },
    {
      "epoch": 5.48,
      "grad_norm": 1.4178863763809204,
      "learning_rate": 2.26e-05,
      "loss": 0.4011,
      "step": 548
    },
    {
      "epoch": 5.49,
      "grad_norm": 1.3388742208480835,
      "learning_rate": 2.2550000000000003e-05,
      "loss": 0.4594,
      "step": 549
    },
    {
      "epoch": 5.5,
      "grad_norm": 1.2633388042449951,
      "learning_rate": 2.25e-05,
      "loss": 0.3914,
      "step": 550
    },
    {
      "epoch": 5.51,
      "grad_norm": 1.6623263359069824,
      "learning_rate": 2.245e-05,
      "loss": 0.4273,
      "step": 551
    },
    {
      "epoch": 5.52,
      "grad_norm": 1.4781560897827148,
      "learning_rate": 2.2400000000000002e-05,
      "loss": 0.4174,
      "step": 552
    },
    {
      "epoch": 5.53,
      "grad_norm": 3.6331067085266113,
      "learning_rate": 2.235e-05,
      "loss": 0.4337,
      "step": 553
    },
    {
      "epoch": 5.54,
      "grad_norm": 1.483131766319275,
      "learning_rate": 2.23e-05,
      "loss": 0.4064,
      "step": 554
    },
    {
      "epoch": 5.55,
      "grad_norm": 1.2175990343093872,
      "learning_rate": 2.2250000000000002e-05,
      "loss": 0.4059,
      "step": 555
    },
    {
      "epoch": 5.56,
      "grad_norm": 1.3402926921844482,
      "learning_rate": 2.22e-05,
      "loss": 0.4023,
      "step": 556
    },
    {
      "epoch": 5.57,
      "grad_norm": 1.2469873428344727,
      "learning_rate": 2.215e-05,
      "loss": 0.4217,
      "step": 557
    },
    {
      "epoch": 5.58,
      "grad_norm": 2.007314920425415,
      "learning_rate": 2.2100000000000002e-05,
      "loss": 0.4832,
      "step": 558
    },
    {
      "epoch": 5.59,
      "grad_norm": 1.3227078914642334,
      "learning_rate": 2.205e-05,
      "loss": 0.4189,
      "step": 559
    },
    {
      "epoch": 5.6,
      "grad_norm": 1.4498571157455444,
      "learning_rate": 2.2000000000000003e-05,
      "loss": 0.4152,
      "step": 560
    },
    {
      "epoch": 5.61,
      "grad_norm": 1.1695809364318848,
      "learning_rate": 2.195e-05,
      "loss": 0.4146,
      "step": 561
    },
    {
      "epoch": 5.62,
      "grad_norm": 1.4021334648132324,
      "learning_rate": 2.19e-05,
      "loss": 0.3936,
      "step": 562
    },
    {
      "epoch": 5.63,
      "grad_norm": 1.38469660282135,
      "learning_rate": 2.1850000000000003e-05,
      "loss": 0.4023,
      "step": 563
    },
    {
      "epoch": 5.64,
      "grad_norm": 1.109598159790039,
      "learning_rate": 2.18e-05,
      "loss": 0.3949,
      "step": 564
    },
    {
      "epoch": 5.65,
      "grad_norm": 1.5021594762802124,
      "learning_rate": 2.175e-05,
      "loss": 0.3886,
      "step": 565
    },
    {
      "epoch": 5.66,
      "grad_norm": 1.4299274682998657,
      "learning_rate": 2.1700000000000002e-05,
      "loss": 0.3677,
      "step": 566
    },
    {
      "epoch": 5.67,
      "grad_norm": 1.4239801168441772,
      "learning_rate": 2.165e-05,
      "loss": 0.4253,
      "step": 567
    },
    {
      "epoch": 5.68,
      "grad_norm": 1.3334964513778687,
      "learning_rate": 2.16e-05,
      "loss": 0.4213,
      "step": 568
    },
    {
      "epoch": 5.69,
      "grad_norm": 1.5593104362487793,
      "learning_rate": 2.1550000000000002e-05,
      "loss": 0.3749,
      "step": 569
    },
    {
      "epoch": 5.7,
      "grad_norm": 1.65867018699646,
      "learning_rate": 2.15e-05,
      "loss": 0.413,
      "step": 570
    },
    {
      "epoch": 5.71,
      "grad_norm": 5.310544967651367,
      "learning_rate": 2.145e-05,
      "loss": 0.4115,
      "step": 571
    },
    {
      "epoch": 5.72,
      "grad_norm": 1.3014183044433594,
      "learning_rate": 2.1400000000000002e-05,
      "loss": 0.3594,
      "step": 572
    },
    {
      "epoch": 5.73,
      "grad_norm": 1.6013245582580566,
      "learning_rate": 2.135e-05,
      "loss": 0.4311,
      "step": 573
    },
    {
      "epoch": 5.74,
      "grad_norm": 1.2215312719345093,
      "learning_rate": 2.13e-05,
      "loss": 0.3743,
      "step": 574
    },
    {
      "epoch": 5.75,
      "grad_norm": 1.5865261554718018,
      "learning_rate": 2.125e-05,
      "loss": 0.3789,
      "step": 575
    },
    {
      "epoch": 5.76,
      "grad_norm": 1.29883873462677,
      "learning_rate": 2.12e-05,
      "loss": 0.3912,
      "step": 576
    },
    {
      "epoch": 5.77,
      "grad_norm": 1.7650729417800903,
      "learning_rate": 2.115e-05,
      "loss": 0.4438,
      "step": 577
    },
    {
      "epoch": 5.78,
      "grad_norm": 1.5162723064422607,
      "learning_rate": 2.11e-05,
      "loss": 0.4198,
      "step": 578
    },
    {
      "epoch": 5.79,
      "grad_norm": 1.3058491945266724,
      "learning_rate": 2.105e-05,
      "loss": 0.397,
      "step": 579
    },
    {
      "epoch": 5.8,
      "grad_norm": 2.7681002616882324,
      "learning_rate": 2.1e-05,
      "loss": 0.4298,
      "step": 580
    },
    {
      "epoch": 5.81,
      "grad_norm": 1.555735468864441,
      "learning_rate": 2.095e-05,
      "loss": 0.3919,
      "step": 581
    },
    {
      "epoch": 5.82,
      "grad_norm": 1.2101051807403564,
      "learning_rate": 2.09e-05,
      "loss": 0.4263,
      "step": 582
    },
    {
      "epoch": 5.83,
      "grad_norm": 1.3984944820404053,
      "learning_rate": 2.085e-05,
      "loss": 0.3852,
      "step": 583
    },
    {
      "epoch": 5.84,
      "grad_norm": 1.3294466733932495,
      "learning_rate": 2.08e-05,
      "loss": 0.4212,
      "step": 584
    },
    {
      "epoch": 5.85,
      "grad_norm": 1.057584285736084,
      "learning_rate": 2.075e-05,
      "loss": 0.4039,
      "step": 585
    },
    {
      "epoch": 5.86,
      "grad_norm": 1.334737777709961,
      "learning_rate": 2.07e-05,
      "loss": 0.4015,
      "step": 586
    },
    {
      "epoch": 5.87,
      "grad_norm": 1.3840785026550293,
      "learning_rate": 2.065e-05,
      "loss": 0.3949,
      "step": 587
    },
    {
      "epoch": 5.88,
      "grad_norm": 1.376085638999939,
      "learning_rate": 2.06e-05,
      "loss": 0.422,
      "step": 588
    },
    {
      "epoch": 5.89,
      "grad_norm": 1.3547229766845703,
      "learning_rate": 2.055e-05,
      "loss": 0.383,
      "step": 589
    },
    {
      "epoch": 5.9,
      "grad_norm": 1.1957895755767822,
      "learning_rate": 2.05e-05,
      "loss": 0.38,
      "step": 590
    },
    {
      "epoch": 5.91,
      "grad_norm": 1.3009647130966187,
      "learning_rate": 2.045e-05,
      "loss": 0.3814,
      "step": 591
    },
    {
      "epoch": 5.92,
      "grad_norm": 1.4649136066436768,
      "learning_rate": 2.04e-05,
      "loss": 0.4261,
      "step": 592
    },
    {
      "epoch": 5.93,
      "grad_norm": 1.3706523180007935,
      "learning_rate": 2.035e-05,
      "loss": 0.3759,
      "step": 593
    },
    {
      "epoch": 5.94,
      "grad_norm": 1.4243552684783936,
      "learning_rate": 2.0300000000000002e-05,
      "loss": 0.3895,
      "step": 594
    },
    {
      "epoch": 5.95,
      "grad_norm": 1.2849347591400146,
      "learning_rate": 2.025e-05,
      "loss": 0.3723,
      "step": 595
    },
    {
      "epoch": 5.96,
      "grad_norm": 1.6364026069641113,
      "learning_rate": 2.0200000000000003e-05,
      "loss": 0.4047,
      "step": 596
    },
    {
      "epoch": 5.97,
      "grad_norm": 1.6870073080062866,
      "learning_rate": 2.0150000000000002e-05,
      "loss": 0.4363,
      "step": 597
    },
    {
      "epoch": 5.98,
      "grad_norm": 1.3918143510818481,
      "learning_rate": 2.01e-05,
      "loss": 0.3876,
      "step": 598
    },
    {
      "epoch": 5.99,
      "grad_norm": 1.3007456064224243,
      "learning_rate": 2.0050000000000003e-05,
      "loss": 0.3814,
      "step": 599
    },
    {
      "epoch": 6.0,
      "grad_norm": 1.9544836282730103,
      "learning_rate": 2e-05,
      "loss": 0.4213,
      "step": 600
    },
    {
      "epoch": 6.0,
      "eval_accuracy_Background": NaN,
      "eval_accuracy_Bag": 0.413159803622678,
      "eval_accuracy_Belt": 0.0,
      "eval_accuracy_Dress": 0.31454065040061535,
      "eval_accuracy_Face": 0.8610979984080988,
      "eval_accuracy_Hair": 0.8247158876378503,
      "eval_accuracy_Hat": 0.0,
      "eval_accuracy_Left-arm": 0.6253523081521971,
      "eval_accuracy_Left-leg": 0.6931094428463404,
      "eval_accuracy_Left-shoe": 0.02725803555395942,
      "eval_accuracy_Pants": 0.7855100807880923,
      "eval_accuracy_Right-arm": 0.628127363368369,
      "eval_accuracy_Right-leg": 0.7257208720724438,
      "eval_accuracy_Right-shoe": 0.2536447057617307,
      "eval_accuracy_Scarf": 0.0,
      "eval_accuracy_Skirt": 0.7055305666252576,
      "eval_accuracy_Sunglasses": 0.0,
      "eval_accuracy_Upper-clothes": 0.8762350943748521,
      "eval_iou_Background": 0.0,
      "eval_iou_Bag": 0.39015075234353946,
      "eval_iou_Belt": 0.0,
      "eval_iou_Dress": 0.2752100374350495,
      "eval_iou_Face": 0.7066456479170937,
      "eval_iou_Hair": 0.7043979406390681,
      "eval_iou_Hat": 0.0,
      "eval_iou_Left-arm": 0.5557171013777776,
      "eval_iou_Left-leg": 0.5297543681944796,
      "eval_iou_Left-shoe": 0.027156066882399243,
      "eval_iou_Pants": 0.6503914973113272,
      "eval_iou_Right-arm": 0.5634375454279049,
      "eval_iou_Right-leg": 0.5650576412779135,
      "eval_iou_Right-shoe": 0.20564228645601876,
      "eval_iou_Scarf": 0.0,
      "eval_iou_Skirt": 0.47265307763683206,
      "eval_iou_Sunglasses": 0.0,
      "eval_iou_Upper-clothes": 0.6379088379895538,
      "eval_loss": 0.38174164295196533,
      "eval_mean_accuracy": 0.45494134174191087,
      "eval_mean_iou": 0.3491179333827199,
      "eval_overall_accuracy": 0.6658375592324388,
      "eval_runtime": 20.2052,
      "eval_samples_per_second": 9.898,
      "eval_steps_per_second": 4.949,
      "step": 600
    },
    {
      "epoch": 6.01,
      "grad_norm": 1.5954689979553223,
      "learning_rate": 1.995e-05,
      "loss": 0.4056,
      "step": 601
    },
    {
      "epoch": 6.02,
      "grad_norm": 1.1371814012527466,
      "learning_rate": 1.9900000000000003e-05,
      "loss": 0.3718,
      "step": 602
    },
    {
      "epoch": 6.03,
      "grad_norm": 1.040112018585205,
      "learning_rate": 1.985e-05,
      "loss": 0.393,
      "step": 603
    },
    {
      "epoch": 6.04,
      "grad_norm": 1.7411502599716187,
      "learning_rate": 1.9800000000000004e-05,
      "loss": 0.4186,
      "step": 604
    },
    {
      "epoch": 6.05,
      "grad_norm": 1.1116265058517456,
      "learning_rate": 1.9750000000000002e-05,
      "loss": 0.3389,
      "step": 605
    },
    {
      "epoch": 6.06,
      "grad_norm": 1.8315984010696411,
      "learning_rate": 1.97e-05,
      "loss": 0.3657,
      "step": 606
    },
    {
      "epoch": 6.07,
      "grad_norm": 1.1176165342330933,
      "learning_rate": 1.9650000000000003e-05,
      "loss": 0.3647,
      "step": 607
    },
    {
      "epoch": 6.08,
      "grad_norm": 1.1797335147857666,
      "learning_rate": 1.9600000000000002e-05,
      "loss": 0.4381,
      "step": 608
    },
    {
      "epoch": 6.09,
      "grad_norm": 1.36119544506073,
      "learning_rate": 1.955e-05,
      "loss": 0.3851,
      "step": 609
    },
    {
      "epoch": 6.1,
      "grad_norm": 1.2143771648406982,
      "learning_rate": 1.9500000000000003e-05,
      "loss": 0.3642,
      "step": 610
    },
    {
      "epoch": 6.11,
      "grad_norm": 1.8107142448425293,
      "learning_rate": 1.9450000000000002e-05,
      "loss": 0.3919,
      "step": 611
    },
    {
      "epoch": 6.12,
      "grad_norm": 1.265842080116272,
      "learning_rate": 1.94e-05,
      "loss": 0.377,
      "step": 612
    },
    {
      "epoch": 6.13,
      "grad_norm": 1.2721577882766724,
      "learning_rate": 1.9350000000000003e-05,
      "loss": 0.4095,
      "step": 613
    },
    {
      "epoch": 6.14,
      "grad_norm": 1.7672334909439087,
      "learning_rate": 1.93e-05,
      "loss": 0.4281,
      "step": 614
    },
    {
      "epoch": 6.15,
      "grad_norm": 2.159632682800293,
      "learning_rate": 1.925e-05,
      "loss": 0.4194,
      "step": 615
    },
    {
      "epoch": 6.16,
      "grad_norm": 1.3336244821548462,
      "learning_rate": 1.9200000000000003e-05,
      "loss": 0.4067,
      "step": 616
    },
    {
      "epoch": 6.17,
      "grad_norm": 1.286205768585205,
      "learning_rate": 1.915e-05,
      "loss": 0.3613,
      "step": 617
    },
    {
      "epoch": 6.18,
      "grad_norm": 1.7041871547698975,
      "learning_rate": 1.91e-05,
      "loss": 0.4341,
      "step": 618
    },
    {
      "epoch": 6.19,
      "grad_norm": 1.0991404056549072,
      "learning_rate": 1.9050000000000002e-05,
      "loss": 0.3921,
      "step": 619
    },
    {
      "epoch": 6.2,
      "grad_norm": 1.4518276453018188,
      "learning_rate": 1.9e-05,
      "loss": 0.3637,
      "step": 620
    },
    {
      "epoch": 6.21,
      "grad_norm": 1.8141709566116333,
      "learning_rate": 1.895e-05,
      "loss": 0.3825,
      "step": 621
    },
    {
      "epoch": 6.22,
      "grad_norm": 1.329651117324829,
      "learning_rate": 1.8900000000000002e-05,
      "loss": 0.3622,
      "step": 622
    },
    {
      "epoch": 6.23,
      "grad_norm": 1.5177958011627197,
      "learning_rate": 1.885e-05,
      "loss": 0.3488,
      "step": 623
    },
    {
      "epoch": 6.24,
      "grad_norm": 1.4756895303726196,
      "learning_rate": 1.88e-05,
      "loss": 0.3924,
      "step": 624
    },
    {
      "epoch": 6.25,
      "grad_norm": 1.7968355417251587,
      "learning_rate": 1.8750000000000002e-05,
      "loss": 0.4242,
      "step": 625
    },
    {
      "epoch": 6.26,
      "grad_norm": 1.1523146629333496,
      "learning_rate": 1.87e-05,
      "loss": 0.3371,
      "step": 626
    },
    {
      "epoch": 6.27,
      "grad_norm": 1.2181743383407593,
      "learning_rate": 1.865e-05,
      "loss": 0.4073,
      "step": 627
    },
    {
      "epoch": 6.28,
      "grad_norm": 1.1583364009857178,
      "learning_rate": 1.86e-05,
      "loss": 0.364,
      "step": 628
    },
    {
      "epoch": 6.29,
      "grad_norm": 1.5283643007278442,
      "learning_rate": 1.855e-05,
      "loss": 0.3895,
      "step": 629
    },
    {
      "epoch": 6.3,
      "grad_norm": 1.365049123764038,
      "learning_rate": 1.85e-05,
      "loss": 0.3974,
      "step": 630
    },
    {
      "epoch": 6.31,
      "grad_norm": 1.3087900876998901,
      "learning_rate": 1.845e-05,
      "loss": 0.4118,
      "step": 631
    },
    {
      "epoch": 6.32,
      "grad_norm": 1.3876997232437134,
      "learning_rate": 1.84e-05,
      "loss": 0.3477,
      "step": 632
    },
    {
      "epoch": 6.33,
      "grad_norm": 1.951218605041504,
      "learning_rate": 1.8350000000000002e-05,
      "loss": 0.3881,
      "step": 633
    },
    {
      "epoch": 6.34,
      "grad_norm": 1.8357564210891724,
      "learning_rate": 1.83e-05,
      "loss": 0.3679,
      "step": 634
    },
    {
      "epoch": 6.35,
      "grad_norm": 1.3084615468978882,
      "learning_rate": 1.825e-05,
      "loss": 0.343,
      "step": 635
    },
    {
      "epoch": 6.36,
      "grad_norm": 1.6275221109390259,
      "learning_rate": 1.8200000000000002e-05,
      "loss": 0.362,
      "step": 636
    },
    {
      "epoch": 6.37,
      "grad_norm": 1.4380038976669312,
      "learning_rate": 1.815e-05,
      "loss": 0.4122,
      "step": 637
    },
    {
      "epoch": 6.38,
      "grad_norm": 1.0966646671295166,
      "learning_rate": 1.81e-05,
      "loss": 0.343,
      "step": 638
    },
    {
      "epoch": 6.39,
      "grad_norm": 1.544927716255188,
      "learning_rate": 1.805e-05,
      "loss": 0.3805,
      "step": 639
    },
    {
      "epoch": 6.4,
      "grad_norm": 1.2789438962936401,
      "learning_rate": 1.8e-05,
      "loss": 0.3779,
      "step": 640
    },
    {
      "epoch": 6.41,
      "grad_norm": 1.5251867771148682,
      "learning_rate": 1.795e-05,
      "loss": 0.352,
      "step": 641
    },
    {
      "epoch": 6.42,
      "grad_norm": 1.4775409698486328,
      "learning_rate": 1.79e-05,
      "loss": 0.3606,
      "step": 642
    },
    {
      "epoch": 6.43,
      "grad_norm": 1.2323205471038818,
      "learning_rate": 1.785e-05,
      "loss": 0.4025,
      "step": 643
    },
    {
      "epoch": 6.44,
      "grad_norm": 1.6285459995269775,
      "learning_rate": 1.78e-05,
      "loss": 0.4202,
      "step": 644
    },
    {
      "epoch": 6.45,
      "grad_norm": 1.469852328300476,
      "learning_rate": 1.775e-05,
      "loss": 0.3438,
      "step": 645
    },
    {
      "epoch": 6.46,
      "grad_norm": 1.0248234272003174,
      "learning_rate": 1.77e-05,
      "loss": 0.3611,
      "step": 646
    },
    {
      "epoch": 6.47,
      "grad_norm": 1.17686128616333,
      "learning_rate": 1.765e-05,
      "loss": 0.3298,
      "step": 647
    },
    {
      "epoch": 6.48,
      "grad_norm": 2.472784996032715,
      "learning_rate": 1.76e-05,
      "loss": 0.3752,
      "step": 648
    },
    {
      "epoch": 6.49,
      "grad_norm": 1.2861145734786987,
      "learning_rate": 1.755e-05,
      "loss": 0.3623,
      "step": 649
    },
    {
      "epoch": 6.5,
      "grad_norm": 1.2406325340270996,
      "learning_rate": 1.75e-05,
      "loss": 0.3564,
      "step": 650
    },
    {
      "epoch": 6.51,
      "grad_norm": 1.3241320848464966,
      "learning_rate": 1.745e-05,
      "loss": 0.3499,
      "step": 651
    },
    {
      "epoch": 6.52,
      "grad_norm": 1.099087119102478,
      "learning_rate": 1.74e-05,
      "loss": 0.3785,
      "step": 652
    },
    {
      "epoch": 6.53,
      "grad_norm": 2.2888050079345703,
      "learning_rate": 1.7349999999999998e-05,
      "loss": 0.4236,
      "step": 653
    },
    {
      "epoch": 6.54,
      "grad_norm": 1.107549786567688,
      "learning_rate": 1.73e-05,
      "loss": 0.3675,
      "step": 654
    },
    {
      "epoch": 6.55,
      "grad_norm": 1.9426740407943726,
      "learning_rate": 1.725e-05,
      "loss": 0.3619,
      "step": 655
    },
    {
      "epoch": 6.56,
      "grad_norm": 1.2797764539718628,
      "learning_rate": 1.7199999999999998e-05,
      "loss": 0.3247,
      "step": 656
    },
    {
      "epoch": 6.57,
      "grad_norm": 2.042935371398926,
      "learning_rate": 1.7150000000000004e-05,
      "loss": 0.3688,
      "step": 657
    },
    {
      "epoch": 6.58,
      "grad_norm": 1.5351595878601074,
      "learning_rate": 1.7100000000000002e-05,
      "loss": 0.3636,
      "step": 658
    },
    {
      "epoch": 6.59,
      "grad_norm": 1.4770196676254272,
      "learning_rate": 1.705e-05,
      "loss": 0.3707,
      "step": 659
    },
    {
      "epoch": 6.6,
      "grad_norm": 0.9902948141098022,
      "learning_rate": 1.7000000000000003e-05,
      "loss": 0.3455,
      "step": 660
    },
    {
      "epoch": 6.61,
      "grad_norm": 1.1098357439041138,
      "learning_rate": 1.6950000000000002e-05,
      "loss": 0.3505,
      "step": 661
    },
    {
      "epoch": 6.62,
      "grad_norm": 1.017584204673767,
      "learning_rate": 1.69e-05,
      "loss": 0.3497,
      "step": 662
    },
    {
      "epoch": 6.63,
      "grad_norm": 1.0582361221313477,
      "learning_rate": 1.6850000000000003e-05,
      "loss": 0.3382,
      "step": 663
    },
    {
      "epoch": 6.64,
      "grad_norm": 1.1203639507293701,
      "learning_rate": 1.6800000000000002e-05,
      "loss": 0.3792,
      "step": 664
    },
    {
      "epoch": 6.65,
      "grad_norm": 1.2228721380233765,
      "learning_rate": 1.675e-05,
      "loss": 0.3551,
      "step": 665
    },
    {
      "epoch": 6.66,
      "grad_norm": 1.3033822774887085,
      "learning_rate": 1.6700000000000003e-05,
      "loss": 0.4077,
      "step": 666
    },
    {
      "epoch": 6.67,
      "grad_norm": 1.1652487516403198,
      "learning_rate": 1.665e-05,
      "loss": 0.3563,
      "step": 667
    },
    {
      "epoch": 6.68,
      "grad_norm": 1.6388267278671265,
      "learning_rate": 1.66e-05,
      "loss": 0.3352,
      "step": 668
    },
    {
      "epoch": 6.69,
      "grad_norm": 1.285140872001648,
      "learning_rate": 1.6550000000000002e-05,
      "loss": 0.3707,
      "step": 669
    },
    {
      "epoch": 6.7,
      "grad_norm": 2.359694719314575,
      "learning_rate": 1.65e-05,
      "loss": 0.3961,
      "step": 670
    },
    {
      "epoch": 6.71,
      "grad_norm": 1.1894123554229736,
      "learning_rate": 1.645e-05,
      "loss": 0.3778,
      "step": 671
    },
    {
      "epoch": 6.72,
      "grad_norm": 1.432913064956665,
      "learning_rate": 1.6400000000000002e-05,
      "loss": 0.3593,
      "step": 672
    },
    {
      "epoch": 6.73,
      "grad_norm": 1.1546878814697266,
      "learning_rate": 1.635e-05,
      "loss": 0.3802,
      "step": 673
    },
    {
      "epoch": 6.74,
      "grad_norm": 1.0361164808273315,
      "learning_rate": 1.63e-05,
      "loss": 0.3331,
      "step": 674
    },
    {
      "epoch": 6.75,
      "grad_norm": 1.4834463596343994,
      "learning_rate": 1.6250000000000002e-05,
      "loss": 0.3574,
      "step": 675
    },
    {
      "epoch": 6.76,
      "grad_norm": 1.4725167751312256,
      "learning_rate": 1.62e-05,
      "loss": 0.361,
      "step": 676
    },
    {
      "epoch": 6.77,
      "grad_norm": 1.4345624446868896,
      "learning_rate": 1.6150000000000003e-05,
      "loss": 0.4221,
      "step": 677
    },
    {
      "epoch": 6.78,
      "grad_norm": 1.5082913637161255,
      "learning_rate": 1.6100000000000002e-05,
      "loss": 0.4137,
      "step": 678
    },
    {
      "epoch": 6.79,
      "grad_norm": 2.017519235610962,
      "learning_rate": 1.605e-05,
      "loss": 0.3955,
      "step": 679
    },
    {
      "epoch": 6.8,
      "grad_norm": 1.0720670223236084,
      "learning_rate": 1.6000000000000003e-05,
      "loss": 0.3416,
      "step": 680
    },
    {
      "epoch": 6.81,
      "grad_norm": 1.4122473001480103,
      "learning_rate": 1.595e-05,
      "loss": 0.3624,
      "step": 681
    },
    {
      "epoch": 6.82,
      "grad_norm": 1.0620626211166382,
      "learning_rate": 1.59e-05,
      "loss": 0.3525,
      "step": 682
    },
    {
      "epoch": 6.83,
      "grad_norm": 1.5937882661819458,
      "learning_rate": 1.5850000000000002e-05,
      "loss": 0.3635,
      "step": 683
    },
    {
      "epoch": 6.84,
      "grad_norm": 1.6842529773712158,
      "learning_rate": 1.58e-05,
      "loss": 0.4133,
      "step": 684
    },
    {
      "epoch": 6.85,
      "grad_norm": 1.1183607578277588,
      "learning_rate": 1.575e-05,
      "loss": 0.3402,
      "step": 685
    },
    {
      "epoch": 6.86,
      "grad_norm": 1.5512794256210327,
      "learning_rate": 1.5700000000000002e-05,
      "loss": 0.3244,
      "step": 686
    },
    {
      "epoch": 6.87,
      "grad_norm": 1.8857383728027344,
      "learning_rate": 1.565e-05,
      "loss": 0.3463,
      "step": 687
    },
    {
      "epoch": 6.88,
      "grad_norm": 3.722203016281128,
      "learning_rate": 1.56e-05,
      "loss": 0.3475,
      "step": 688
    },
    {
      "epoch": 6.89,
      "grad_norm": 1.4890851974487305,
      "learning_rate": 1.5550000000000002e-05,
      "loss": 0.3586,
      "step": 689
    },
    {
      "epoch": 6.9,
      "grad_norm": 1.2608250379562378,
      "learning_rate": 1.55e-05,
      "loss": 0.3693,
      "step": 690
    },
    {
      "epoch": 6.91,
      "grad_norm": 1.1858094930648804,
      "learning_rate": 1.545e-05,
      "loss": 0.3768,
      "step": 691
    },
    {
      "epoch": 6.92,
      "grad_norm": 1.1440500020980835,
      "learning_rate": 1.54e-05,
      "loss": 0.362,
      "step": 692
    },
    {
      "epoch": 6.93,
      "grad_norm": 1.660034418106079,
      "learning_rate": 1.535e-05,
      "loss": 0.3832,
      "step": 693
    },
    {
      "epoch": 6.94,
      "grad_norm": 0.9981948137283325,
      "learning_rate": 1.53e-05,
      "loss": 0.3397,
      "step": 694
    },
    {
      "epoch": 6.95,
      "grad_norm": 0.908129096031189,
      "learning_rate": 1.525e-05,
      "loss": 0.3109,
      "step": 695
    },
    {
      "epoch": 6.96,
      "grad_norm": 2.5185487270355225,
      "learning_rate": 1.52e-05,
      "loss": 0.3808,
      "step": 696
    },
    {
      "epoch": 6.97,
      "grad_norm": 1.319485068321228,
      "learning_rate": 1.515e-05,
      "loss": 0.3591,
      "step": 697
    },
    {
      "epoch": 6.98,
      "grad_norm": 1.7942417860031128,
      "learning_rate": 1.51e-05,
      "loss": 0.3971,
      "step": 698
    },
    {
      "epoch": 6.99,
      "grad_norm": 1.1103076934814453,
      "learning_rate": 1.505e-05,
      "loss": 0.3501,
      "step": 699
    },
    {
      "epoch": 7.0,
      "grad_norm": 1.1843154430389404,
      "learning_rate": 1.5e-05,
      "loss": 0.3325,
      "step": 700
    },
    {
      "epoch": 7.0,
      "eval_accuracy_Background": NaN,
      "eval_accuracy_Bag": 0.4905753603229503,
      "eval_accuracy_Belt": 0.0,
      "eval_accuracy_Dress": 0.46427562569443137,
      "eval_accuracy_Face": 0.8553867941106543,
      "eval_accuracy_Hair": 0.8352306020247516,
      "eval_accuracy_Hat": 0.0,
      "eval_accuracy_Left-arm": 0.6461224751249093,
      "eval_accuracy_Left-leg": 0.6925715443922137,
      "eval_accuracy_Left-shoe": 0.07795933840106942,
      "eval_accuracy_Pants": 0.8320996273452743,
      "eval_accuracy_Right-arm": 0.6486086030467194,
      "eval_accuracy_Right-leg": 0.7224462425360325,
      "eval_accuracy_Right-shoe": 0.3248392070571441,
      "eval_accuracy_Scarf": 0.0,
      "eval_accuracy_Skirt": 0.665093061282396,
      "eval_accuracy_Sunglasses": 0.0,
      "eval_accuracy_Upper-clothes": 0.8332697678424232,
      "eval_iou_Background": 0.0,
      "eval_iou_Bag": 0.452100751944218,
      "eval_iou_Belt": 0.0,
      "eval_iou_Dress": 0.37434459575472084,
      "eval_iou_Face": 0.7128055451071149,
      "eval_iou_Hair": 0.7078985488460118,
      "eval_iou_Hat": 0.0,
      "eval_iou_Left-arm": 0.5693120299514136,
      "eval_iou_Left-leg": 0.552847046231345,
      "eval_iou_Left-shoe": 0.07648042090263886,
      "eval_iou_Pants": 0.6432370191488627,
      "eval_iou_Right-arm": 0.5773241197400778,
      "eval_iou_Right-leg": 0.5816094785046783,
      "eval_iou_Right-shoe": 0.2515597467759126,
      "eval_iou_Scarf": 0.0,
      "eval_iou_Skirt": 0.48484283967870506,
      "eval_iou_Sunglasses": 0.0,
      "eval_iou_Upper-clothes": 0.6572789490779829,
      "eval_loss": 0.34844520688056946,
      "eval_mean_accuracy": 0.4757928381871159,
      "eval_mean_iou": 0.3689800606479824,
      "eval_overall_accuracy": 0.6840213409766073,
      "eval_runtime": 20.1396,
      "eval_samples_per_second": 9.931,
      "eval_steps_per_second": 4.965,
      "step": 700
    },
    {
      "epoch": 7.01,
      "grad_norm": 1.9160407781600952,
      "learning_rate": 1.4950000000000001e-05,
      "loss": 0.3532,
      "step": 701
    },
    {
      "epoch": 7.02,
      "grad_norm": 2.240185499191284,
      "learning_rate": 1.49e-05,
      "loss": 0.3585,
      "step": 702
    },
    {
      "epoch": 7.03,
      "grad_norm": 1.0216139554977417,
      "learning_rate": 1.485e-05,
      "loss": 0.3209,
      "step": 703
    },
    {
      "epoch": 7.04,
      "grad_norm": 1.0667245388031006,
      "learning_rate": 1.48e-05,
      "loss": 0.3776,
      "step": 704
    },
    {
      "epoch": 7.05,
      "grad_norm": 1.4048807621002197,
      "learning_rate": 1.475e-05,
      "loss": 0.4083,
      "step": 705
    },
    {
      "epoch": 7.06,
      "grad_norm": 2.746217727661133,
      "learning_rate": 1.47e-05,
      "loss": 0.3117,
      "step": 706
    },
    {
      "epoch": 7.07,
      "grad_norm": 1.2472518682479858,
      "learning_rate": 1.465e-05,
      "loss": 0.342,
      "step": 707
    },
    {
      "epoch": 7.08,
      "grad_norm": 1.532719612121582,
      "learning_rate": 1.4599999999999999e-05,
      "loss": 0.3323,
      "step": 708
    },
    {
      "epoch": 7.09,
      "grad_norm": 1.269343376159668,
      "learning_rate": 1.455e-05,
      "loss": 0.371,
      "step": 709
    },
    {
      "epoch": 7.1,
      "grad_norm": 1.351529836654663,
      "learning_rate": 1.45e-05,
      "loss": 0.3333,
      "step": 710
    },
    {
      "epoch": 7.11,
      "grad_norm": 1.607559323310852,
      "learning_rate": 1.4449999999999999e-05,
      "loss": 0.3296,
      "step": 711
    },
    {
      "epoch": 7.12,
      "grad_norm": 1.2350867986679077,
      "learning_rate": 1.44e-05,
      "loss": 0.3942,
      "step": 712
    },
    {
      "epoch": 7.13,
      "grad_norm": 1.330573558807373,
      "learning_rate": 1.435e-05,
      "loss": 0.3465,
      "step": 713
    },
    {
      "epoch": 7.14,
      "grad_norm": 1.067418098449707,
      "learning_rate": 1.43e-05,
      "loss": 0.3341,
      "step": 714
    },
    {
      "epoch": 7.15,
      "grad_norm": 1.1562751531600952,
      "learning_rate": 1.4249999999999999e-05,
      "loss": 0.3839,
      "step": 715
    },
    {
      "epoch": 7.16,
      "grad_norm": 1.212291955947876,
      "learning_rate": 1.42e-05,
      "loss": 0.3538,
      "step": 716
    },
    {
      "epoch": 7.17,
      "grad_norm": 1.483276605606079,
      "learning_rate": 1.415e-05,
      "loss": 0.3734,
      "step": 717
    },
    {
      "epoch": 7.18,
      "grad_norm": 1.4698100090026855,
      "learning_rate": 1.4099999999999999e-05,
      "loss": 0.3345,
      "step": 718
    },
    {
      "epoch": 7.19,
      "grad_norm": 1.0078643560409546,
      "learning_rate": 1.4050000000000003e-05,
      "loss": 0.3162,
      "step": 719
    },
    {
      "epoch": 7.2,
      "grad_norm": 1.0810067653656006,
      "learning_rate": 1.4000000000000001e-05,
      "loss": 0.3601,
      "step": 720
    },
    {
      "epoch": 7.21,
      "grad_norm": 1.3315404653549194,
      "learning_rate": 1.3950000000000002e-05,
      "loss": 0.3312,
      "step": 721
    },
    {
      "epoch": 7.22,
      "grad_norm": 1.9611443281173706,
      "learning_rate": 1.3900000000000002e-05,
      "loss": 0.361,
      "step": 722
    },
    {
      "epoch": 7.23,
      "grad_norm": 1.7308048009872437,
      "learning_rate": 1.3850000000000001e-05,
      "loss": 0.3971,
      "step": 723
    },
    {
      "epoch": 7.24,
      "grad_norm": 1.040683627128601,
      "learning_rate": 1.3800000000000002e-05,
      "loss": 0.3452,
      "step": 724
    },
    {
      "epoch": 7.25,
      "grad_norm": 1.5590012073516846,
      "learning_rate": 1.3750000000000002e-05,
      "loss": 0.3599,
      "step": 725
    },
    {
      "epoch": 7.26,
      "grad_norm": 1.888118028640747,
      "learning_rate": 1.3700000000000001e-05,
      "loss": 0.3739,
      "step": 726
    },
    {
      "epoch": 7.27,
      "grad_norm": 1.133728265762329,
      "learning_rate": 1.3650000000000001e-05,
      "loss": 0.3345,
      "step": 727
    },
    {
      "epoch": 7.28,
      "grad_norm": 1.4438211917877197,
      "learning_rate": 1.3600000000000002e-05,
      "loss": 0.3618,
      "step": 728
    },
    {
      "epoch": 7.29,
      "grad_norm": 1.3118640184402466,
      "learning_rate": 1.3550000000000002e-05,
      "loss": 0.3073,
      "step": 729
    },
    {
      "epoch": 7.3,
      "grad_norm": 1.845510721206665,
      "learning_rate": 1.3500000000000001e-05,
      "loss": 0.3611,
      "step": 730
    },
    {
      "epoch": 7.31,
      "grad_norm": 1.2036653757095337,
      "learning_rate": 1.3450000000000002e-05,
      "loss": 0.3486,
      "step": 731
    },
    {
      "epoch": 7.32,
      "grad_norm": 1.2079006433486938,
      "learning_rate": 1.3400000000000002e-05,
      "loss": 0.3356,
      "step": 732
    },
    {
      "epoch": 7.33,
      "grad_norm": 1.1629787683486938,
      "learning_rate": 1.3350000000000001e-05,
      "loss": 0.3217,
      "step": 733
    },
    {
      "epoch": 7.34,
      "grad_norm": 1.0040348768234253,
      "learning_rate": 1.3300000000000001e-05,
      "loss": 0.3618,
      "step": 734
    },
    {
      "epoch": 7.35,
      "grad_norm": 1.6119287014007568,
      "learning_rate": 1.3250000000000002e-05,
      "loss": 0.3352,
      "step": 735
    },
    {
      "epoch": 7.36,
      "grad_norm": 2.211845874786377,
      "learning_rate": 1.32e-05,
      "loss": 0.3405,
      "step": 736
    },
    {
      "epoch": 7.37,
      "grad_norm": 1.0734913349151611,
      "learning_rate": 1.3150000000000001e-05,
      "loss": 0.3358,
      "step": 737
    },
    {
      "epoch": 7.38,
      "grad_norm": 1.0153608322143555,
      "learning_rate": 1.3100000000000002e-05,
      "loss": 0.313,
      "step": 738
    },
    {
      "epoch": 7.39,
      "grad_norm": 0.9586013555526733,
      "learning_rate": 1.305e-05,
      "loss": 0.323,
      "step": 739
    },
    {
      "epoch": 7.4,
      "grad_norm": 1.8709943294525146,
      "learning_rate": 1.3000000000000001e-05,
      "loss": 0.3469,
      "step": 740
    },
    {
      "epoch": 7.41,
      "grad_norm": 1.4285783767700195,
      "learning_rate": 1.2950000000000001e-05,
      "loss": 0.3553,
      "step": 741
    },
    {
      "epoch": 7.42,
      "grad_norm": 1.2397725582122803,
      "learning_rate": 1.29e-05,
      "loss": 0.3256,
      "step": 742
    },
    {
      "epoch": 7.43,
      "grad_norm": 1.0947751998901367,
      "learning_rate": 1.285e-05,
      "loss": 0.3558,
      "step": 743
    },
    {
      "epoch": 7.44,
      "grad_norm": 1.6256252527236938,
      "learning_rate": 1.2800000000000001e-05,
      "loss": 0.3683,
      "step": 744
    },
    {
      "epoch": 7.45,
      "grad_norm": 0.9828154444694519,
      "learning_rate": 1.2750000000000002e-05,
      "loss": 0.3449,
      "step": 745
    },
    {
      "epoch": 7.46,
      "grad_norm": 1.4170608520507812,
      "learning_rate": 1.27e-05,
      "loss": 0.3437,
      "step": 746
    },
    {
      "epoch": 7.47,
      "grad_norm": 1.9069911241531372,
      "learning_rate": 1.2650000000000001e-05,
      "loss": 0.3551,
      "step": 747
    },
    {
      "epoch": 7.48,
      "grad_norm": 0.981905996799469,
      "learning_rate": 1.2600000000000001e-05,
      "loss": 0.3001,
      "step": 748
    },
    {
      "epoch": 7.49,
      "grad_norm": 1.639809250831604,
      "learning_rate": 1.255e-05,
      "loss": 0.3684,
      "step": 749
    },
    {
      "epoch": 7.5,
      "grad_norm": 1.529500126838684,
      "learning_rate": 1.25e-05,
      "loss": 0.3171,
      "step": 750
    },
    {
      "epoch": 7.51,
      "grad_norm": 1.461491346359253,
      "learning_rate": 1.2450000000000001e-05,
      "loss": 0.3709,
      "step": 751
    },
    {
      "epoch": 7.52,
      "grad_norm": 1.4078593254089355,
      "learning_rate": 1.24e-05,
      "loss": 0.3383,
      "step": 752
    },
    {
      "epoch": 7.53,
      "grad_norm": 1.2868826389312744,
      "learning_rate": 1.235e-05,
      "loss": 0.3209,
      "step": 753
    },
    {
      "epoch": 7.54,
      "grad_norm": 1.5265148878097534,
      "learning_rate": 1.23e-05,
      "loss": 0.3923,
      "step": 754
    },
    {
      "epoch": 7.55,
      "grad_norm": 0.976780891418457,
      "learning_rate": 1.225e-05,
      "loss": 0.3341,
      "step": 755
    },
    {
      "epoch": 7.56,
      "grad_norm": 1.3960394859313965,
      "learning_rate": 1.22e-05,
      "loss": 0.368,
      "step": 756
    },
    {
      "epoch": 7.57,
      "grad_norm": 1.7188745737075806,
      "learning_rate": 1.215e-05,
      "loss": 0.3286,
      "step": 757
    },
    {
      "epoch": 7.58,
      "grad_norm": 1.251753807067871,
      "learning_rate": 1.2100000000000001e-05,
      "loss": 0.3668,
      "step": 758
    },
    {
      "epoch": 7.59,
      "grad_norm": 2.0600132942199707,
      "learning_rate": 1.205e-05,
      "loss": 0.3405,
      "step": 759
    },
    {
      "epoch": 7.6,
      "grad_norm": 1.0015842914581299,
      "learning_rate": 1.2e-05,
      "loss": 0.351,
      "step": 760
    },
    {
      "epoch": 7.61,
      "grad_norm": 1.6647965908050537,
      "learning_rate": 1.195e-05,
      "loss": 0.3516,
      "step": 761
    },
    {
      "epoch": 7.62,
      "grad_norm": 1.3655729293823242,
      "learning_rate": 1.19e-05,
      "loss": 0.3893,
      "step": 762
    },
    {
      "epoch": 7.63,
      "grad_norm": 1.5999362468719482,
      "learning_rate": 1.185e-05,
      "loss": 0.389,
      "step": 763
    },
    {
      "epoch": 7.64,
      "grad_norm": 1.3390969038009644,
      "learning_rate": 1.18e-05,
      "loss": 0.335,
      "step": 764
    },
    {
      "epoch": 7.65,
      "grad_norm": 1.1182106733322144,
      "learning_rate": 1.175e-05,
      "loss": 0.3257,
      "step": 765
    },
    {
      "epoch": 7.66,
      "grad_norm": 1.359537959098816,
      "learning_rate": 1.1700000000000001e-05,
      "loss": 0.3421,
      "step": 766
    },
    {
      "epoch": 7.67,
      "grad_norm": 1.0265718698501587,
      "learning_rate": 1.1650000000000002e-05,
      "loss": 0.2956,
      "step": 767
    },
    {
      "epoch": 7.68,
      "grad_norm": 1.2426024675369263,
      "learning_rate": 1.16e-05,
      "loss": 0.3028,
      "step": 768
    },
    {
      "epoch": 7.69,
      "grad_norm": 1.3765701055526733,
      "learning_rate": 1.1550000000000001e-05,
      "loss": 0.3031,
      "step": 769
    },
    {
      "epoch": 7.7,
      "grad_norm": 1.1542359590530396,
      "learning_rate": 1.1500000000000002e-05,
      "loss": 0.3541,
      "step": 770
    },
    {
      "epoch": 7.71,
      "grad_norm": 3.027881145477295,
      "learning_rate": 1.145e-05,
      "loss": 0.3988,
      "step": 771
    },
    {
      "epoch": 7.72,
      "grad_norm": 0.8980644345283508,
      "learning_rate": 1.1400000000000001e-05,
      "loss": 0.3138,
      "step": 772
    },
    {
      "epoch": 7.73,
      "grad_norm": 1.7004246711730957,
      "learning_rate": 1.1350000000000001e-05,
      "loss": 0.3454,
      "step": 773
    },
    {
      "epoch": 7.74,
      "grad_norm": 1.1748145818710327,
      "learning_rate": 1.13e-05,
      "loss": 0.3412,
      "step": 774
    },
    {
      "epoch": 7.75,
      "grad_norm": 1.2138240337371826,
      "learning_rate": 1.125e-05,
      "loss": 0.3216,
      "step": 775
    },
    {
      "epoch": 7.76,
      "grad_norm": 1.1766029596328735,
      "learning_rate": 1.1200000000000001e-05,
      "loss": 0.3818,
      "step": 776
    },
    {
      "epoch": 7.77,
      "grad_norm": 0.972504734992981,
      "learning_rate": 1.115e-05,
      "loss": 0.3858,
      "step": 777
    },
    {
      "epoch": 7.78,
      "grad_norm": 1.3583524227142334,
      "learning_rate": 1.11e-05,
      "loss": 0.4187,
      "step": 778
    },
    {
      "epoch": 7.79,
      "grad_norm": 1.3067214488983154,
      "learning_rate": 1.1050000000000001e-05,
      "loss": 0.3707,
      "step": 779
    },
    {
      "epoch": 7.8,
      "grad_norm": 1.0982005596160889,
      "learning_rate": 1.1000000000000001e-05,
      "loss": 0.3323,
      "step": 780
    },
    {
      "epoch": 7.81,
      "grad_norm": 1.3436180353164673,
      "learning_rate": 1.095e-05,
      "loss": 0.3337,
      "step": 781
    },
    {
      "epoch": 7.82,
      "grad_norm": 1.215057134628296,
      "learning_rate": 1.09e-05,
      "loss": 0.3609,
      "step": 782
    },
    {
      "epoch": 7.83,
      "grad_norm": 1.5727514028549194,
      "learning_rate": 1.0850000000000001e-05,
      "loss": 0.3746,
      "step": 783
    },
    {
      "epoch": 7.84,
      "grad_norm": 1.4520647525787354,
      "learning_rate": 1.08e-05,
      "loss": 0.3489,
      "step": 784
    },
    {
      "epoch": 7.85,
      "grad_norm": 0.9806545972824097,
      "learning_rate": 1.075e-05,
      "loss": 0.3388,
      "step": 785
    },
    {
      "epoch": 7.86,
      "grad_norm": 1.1082371473312378,
      "learning_rate": 1.0700000000000001e-05,
      "loss": 0.3191,
      "step": 786
    },
    {
      "epoch": 7.87,
      "grad_norm": 1.4353420734405518,
      "learning_rate": 1.065e-05,
      "loss": 0.2915,
      "step": 787
    },
    {
      "epoch": 7.88,
      "grad_norm": 1.0457910299301147,
      "learning_rate": 1.06e-05,
      "loss": 0.3238,
      "step": 788
    },
    {
      "epoch": 7.89,
      "grad_norm": 2.436739206314087,
      "learning_rate": 1.055e-05,
      "loss": 0.3052,
      "step": 789
    },
    {
      "epoch": 7.9,
      "grad_norm": 1.5157536268234253,
      "learning_rate": 1.05e-05,
      "loss": 0.3432,
      "step": 790
    },
    {
      "epoch": 7.91,
      "grad_norm": 1.3399770259857178,
      "learning_rate": 1.045e-05,
      "loss": 0.2834,
      "step": 791
    },
    {
      "epoch": 7.92,
      "grad_norm": 1.0285979509353638,
      "learning_rate": 1.04e-05,
      "loss": 0.2651,
      "step": 792
    },
    {
      "epoch": 7.93,
      "grad_norm": 1.4049204587936401,
      "learning_rate": 1.035e-05,
      "loss": 0.3275,
      "step": 793
    },
    {
      "epoch": 7.94,
      "grad_norm": 1.562193751335144,
      "learning_rate": 1.03e-05,
      "loss": 0.3118,
      "step": 794
    },
    {
      "epoch": 7.95,
      "grad_norm": 1.1062670946121216,
      "learning_rate": 1.025e-05,
      "loss": 0.3282,
      "step": 795
    },
    {
      "epoch": 7.96,
      "grad_norm": 1.0987989902496338,
      "learning_rate": 1.02e-05,
      "loss": 0.3455,
      "step": 796
    },
    {
      "epoch": 7.97,
      "grad_norm": 1.157873272895813,
      "learning_rate": 1.0150000000000001e-05,
      "loss": 0.3658,
      "step": 797
    },
    {
      "epoch": 7.98,
      "grad_norm": 1.0572795867919922,
      "learning_rate": 1.0100000000000002e-05,
      "loss": 0.3328,
      "step": 798
    },
    {
      "epoch": 7.99,
      "grad_norm": 1.341940999031067,
      "learning_rate": 1.005e-05,
      "loss": 0.319,
      "step": 799
    },
    {
      "epoch": 8.0,
      "grad_norm": 0.8520557284355164,
      "learning_rate": 1e-05,
      "loss": 0.2556,
      "step": 800
    },
    {
      "epoch": 8.0,
      "eval_accuracy_Background": NaN,
      "eval_accuracy_Bag": 0.5363506797965341,
      "eval_accuracy_Belt": 0.0,
      "eval_accuracy_Dress": 0.4614232963887396,
      "eval_accuracy_Face": 0.8532849331022435,
      "eval_accuracy_Hair": 0.8404200915162505,
      "eval_accuracy_Hat": 0.0,
      "eval_accuracy_Left-arm": 0.6525360848955887,
      "eval_accuracy_Left-leg": 0.6978491857464705,
      "eval_accuracy_Left-shoe": 0.12700464875002493,
      "eval_accuracy_Pants": 0.8311101966840202,
      "eval_accuracy_Right-arm": 0.6618846238932362,
      "eval_accuracy_Right-leg": 0.7209378852047578,
      "eval_accuracy_Right-shoe": 0.325024547788333,
      "eval_accuracy_Scarf": 0.0,
      "eval_accuracy_Skirt": 0.655786023619541,
      "eval_accuracy_Sunglasses": 0.0,
      "eval_accuracy_Upper-clothes": 0.8723028390254,
      "eval_iou_Background": 0.0,
      "eval_iou_Bag": 0.4873108290840519,
      "eval_iou_Belt": 0.0,
      "eval_iou_Dress": 0.37902810286335775,
      "eval_iou_Face": 0.7153272547917982,
      "eval_iou_Hair": 0.71304961375479,
      "eval_iou_Hat": 0.0,
      "eval_iou_Left-arm": 0.5848649476224992,
      "eval_iou_Left-leg": 0.5627240425006954,
      "eval_iou_Left-shoe": 0.12203192276577064,
      "eval_iou_Pants": 0.6633852455991438,
      "eval_iou_Right-arm": 0.5933252779789054,
      "eval_iou_Right-leg": 0.5908191779504006,
      "eval_iou_Right-shoe": 0.2599079212916246,
      "eval_iou_Scarf": 0.0,
      "eval_iou_Skirt": 0.501243549391641,
      "eval_iou_Sunglasses": 0.0,
      "eval_iou_Upper-clothes": 0.6572479492491827,
      "eval_loss": 0.3384437561035156,
      "eval_mean_accuracy": 0.48446559037712583,
      "eval_mean_iou": 0.3794592130468812,
      "eval_overall_accuracy": 0.697060119573303,
      "eval_runtime": 19.6455,
      "eval_samples_per_second": 10.18,
      "eval_steps_per_second": 5.09,
      "step": 800
    },
    {
      "epoch": 8.01,
      "grad_norm": 1.410485863685608,
      "learning_rate": 9.950000000000001e-06,
      "loss": 0.3398,
      "step": 801
    },
    {
      "epoch": 8.02,
      "grad_norm": 1.8685511350631714,
      "learning_rate": 9.900000000000002e-06,
      "loss": 0.362,
      "step": 802
    },
    {
      "epoch": 8.03,
      "grad_norm": 1.098125696182251,
      "learning_rate": 9.85e-06,
      "loss": 0.3532,
      "step": 803
    },
    {
      "epoch": 8.04,
      "grad_norm": 1.7747249603271484,
      "learning_rate": 9.800000000000001e-06,
      "loss": 0.3756,
      "step": 804
    },
    {
      "epoch": 8.05,
      "grad_norm": 1.2014108896255493,
      "learning_rate": 9.750000000000002e-06,
      "loss": 0.3167,
      "step": 805
    },
    {
      "epoch": 8.06,
      "grad_norm": 0.9453966617584229,
      "learning_rate": 9.7e-06,
      "loss": 0.3383,
      "step": 806
    },
    {
      "epoch": 8.07,
      "grad_norm": 1.0057014226913452,
      "learning_rate": 9.65e-06,
      "loss": 0.3246,
      "step": 807
    },
    {
      "epoch": 8.08,
      "grad_norm": 1.5978944301605225,
      "learning_rate": 9.600000000000001e-06,
      "loss": 0.3565,
      "step": 808
    },
    {
      "epoch": 8.09,
      "grad_norm": 1.763440489768982,
      "learning_rate": 9.55e-06,
      "loss": 0.3644,
      "step": 809
    },
    {
      "epoch": 8.1,
      "grad_norm": 1.155283808708191,
      "learning_rate": 9.5e-06,
      "loss": 0.3006,
      "step": 810
    },
    {
      "epoch": 8.11,
      "grad_norm": 1.2534353733062744,
      "learning_rate": 9.450000000000001e-06,
      "loss": 0.333,
      "step": 811
    },
    {
      "epoch": 8.12,
      "grad_norm": 1.4218209981918335,
      "learning_rate": 9.4e-06,
      "loss": 0.3084,
      "step": 812
    },
    {
      "epoch": 8.13,
      "grad_norm": 1.0830193758010864,
      "learning_rate": 9.35e-06,
      "loss": 0.3627,
      "step": 813
    },
    {
      "epoch": 8.14,
      "grad_norm": 2.050808906555176,
      "learning_rate": 9.3e-06,
      "loss": 0.3492,
      "step": 814
    },
    {
      "epoch": 8.15,
      "grad_norm": 1.1406700611114502,
      "learning_rate": 9.25e-06,
      "loss": 0.3516,
      "step": 815
    },
    {
      "epoch": 8.16,
      "grad_norm": 1.2830675840377808,
      "learning_rate": 9.2e-06,
      "loss": 0.3264,
      "step": 816
    },
    {
      "epoch": 8.17,
      "grad_norm": 1.492880940437317,
      "learning_rate": 9.15e-06,
      "loss": 0.2969,
      "step": 817
    },
    {
      "epoch": 8.18,
      "grad_norm": 1.3142069578170776,
      "learning_rate": 9.100000000000001e-06,
      "loss": 0.3484,
      "step": 818
    },
    {
      "epoch": 8.19,
      "grad_norm": 1.364007592201233,
      "learning_rate": 9.05e-06,
      "loss": 0.2885,
      "step": 819
    },
    {
      "epoch": 8.2,
      "grad_norm": 0.9603742361068726,
      "learning_rate": 9e-06,
      "loss": 0.3322,
      "step": 820
    },
    {
      "epoch": 8.21,
      "grad_norm": 1.3988862037658691,
      "learning_rate": 8.95e-06,
      "loss": 0.3058,
      "step": 821
    },
    {
      "epoch": 8.22,
      "grad_norm": 1.1931095123291016,
      "learning_rate": 8.9e-06,
      "loss": 0.3347,
      "step": 822
    },
    {
      "epoch": 8.23,
      "grad_norm": 1.7127010822296143,
      "learning_rate": 8.85e-06,
      "loss": 0.3156,
      "step": 823
    },
    {
      "epoch": 8.24,
      "grad_norm": 1.216482162475586,
      "learning_rate": 8.8e-06,
      "loss": 0.3513,
      "step": 824
    },
    {
      "epoch": 8.25,
      "grad_norm": 1.015274167060852,
      "learning_rate": 8.75e-06,
      "loss": 0.2591,
      "step": 825
    },
    {
      "epoch": 8.26,
      "grad_norm": 1.1930299997329712,
      "learning_rate": 8.7e-06,
      "loss": 0.2905,
      "step": 826
    },
    {
      "epoch": 8.27,
      "grad_norm": 1.414136290550232,
      "learning_rate": 8.65e-06,
      "loss": 0.328,
      "step": 827
    },
    {
      "epoch": 8.28,
      "grad_norm": 0.9312132000923157,
      "learning_rate": 8.599999999999999e-06,
      "loss": 0.2917,
      "step": 828
    },
    {
      "epoch": 8.29,
      "grad_norm": 1.0706260204315186,
      "learning_rate": 8.550000000000001e-06,
      "loss": 0.3346,
      "step": 829
    },
    {
      "epoch": 8.3,
      "grad_norm": 1.2788126468658447,
      "learning_rate": 8.500000000000002e-06,
      "loss": 0.3227,
      "step": 830
    },
    {
      "epoch": 8.31,
      "grad_norm": 1.492737889289856,
      "learning_rate": 8.45e-06,
      "loss": 0.3184,
      "step": 831
    },
    {
      "epoch": 8.32,
      "grad_norm": 2.2201852798461914,
      "learning_rate": 8.400000000000001e-06,
      "loss": 0.3559,
      "step": 832
    },
    {
      "epoch": 8.33,
      "grad_norm": 1.464041829109192,
      "learning_rate": 8.350000000000001e-06,
      "loss": 0.3461,
      "step": 833
    },
    {
      "epoch": 8.34,
      "grad_norm": 1.2603110074996948,
      "learning_rate": 8.3e-06,
      "loss": 0.3861,
      "step": 834
    },
    {
      "epoch": 8.35,
      "grad_norm": 1.7353485822677612,
      "learning_rate": 8.25e-06,
      "loss": 0.3279,
      "step": 835
    },
    {
      "epoch": 8.36,
      "grad_norm": 1.0063390731811523,
      "learning_rate": 8.200000000000001e-06,
      "loss": 0.3197,
      "step": 836
    },
    {
      "epoch": 8.37,
      "grad_norm": 0.9877355694770813,
      "learning_rate": 8.15e-06,
      "loss": 0.2981,
      "step": 837
    },
    {
      "epoch": 8.38,
      "grad_norm": 1.4293255805969238,
      "learning_rate": 8.1e-06,
      "loss": 0.336,
      "step": 838
    },
    {
      "epoch": 8.39,
      "grad_norm": 0.9913033843040466,
      "learning_rate": 8.050000000000001e-06,
      "loss": 0.2854,
      "step": 839
    },
    {
      "epoch": 8.4,
      "grad_norm": 2.0120818614959717,
      "learning_rate": 8.000000000000001e-06,
      "loss": 0.3358,
      "step": 840
    },
    {
      "epoch": 8.41,
      "grad_norm": 0.8411391973495483,
      "learning_rate": 7.95e-06,
      "loss": 0.3053,
      "step": 841
    },
    {
      "epoch": 8.42,
      "grad_norm": 1.0655854940414429,
      "learning_rate": 7.9e-06,
      "loss": 0.3291,
      "step": 842
    },
    {
      "epoch": 8.43,
      "grad_norm": 1.5148944854736328,
      "learning_rate": 7.850000000000001e-06,
      "loss": 0.3093,
      "step": 843
    },
    {
      "epoch": 8.44,
      "grad_norm": 1.05845308303833,
      "learning_rate": 7.8e-06,
      "loss": 0.3091,
      "step": 844
    },
    {
      "epoch": 8.45,
      "grad_norm": 1.3762619495391846,
      "learning_rate": 7.75e-06,
      "loss": 0.3367,
      "step": 845
    },
    {
      "epoch": 8.46,
      "grad_norm": 1.5220860242843628,
      "learning_rate": 7.7e-06,
      "loss": 0.4,
      "step": 846
    },
    {
      "epoch": 8.47,
      "grad_norm": 1.0999218225479126,
      "learning_rate": 7.65e-06,
      "loss": 0.3112,
      "step": 847
    },
    {
      "epoch": 8.48,
      "grad_norm": 1.4635639190673828,
      "learning_rate": 7.6e-06,
      "loss": 0.3135,
      "step": 848
    },
    {
      "epoch": 8.49,
      "grad_norm": 1.128871202468872,
      "learning_rate": 7.55e-06,
      "loss": 0.2773,
      "step": 849
    },
    {
      "epoch": 8.5,
      "grad_norm": 1.3925174474716187,
      "learning_rate": 7.5e-06,
      "loss": 0.3295,
      "step": 850
    },
    {
      "epoch": 8.51,
      "grad_norm": 0.7674145102500916,
      "learning_rate": 7.45e-06,
      "loss": 0.2875,
      "step": 851
    },
    {
      "epoch": 8.52,
      "grad_norm": 1.1566847562789917,
      "learning_rate": 7.4e-06,
      "loss": 0.3111,
      "step": 852
    },
    {
      "epoch": 8.53,
      "grad_norm": 0.9994620084762573,
      "learning_rate": 7.35e-06,
      "loss": 0.3018,
      "step": 853
    },
    {
      "epoch": 8.54,
      "grad_norm": 4.128171920776367,
      "learning_rate": 7.2999999999999996e-06,
      "loss": 0.3609,
      "step": 854
    },
    {
      "epoch": 8.55,
      "grad_norm": 1.3327618837356567,
      "learning_rate": 7.25e-06,
      "loss": 0.3157,
      "step": 855
    },
    {
      "epoch": 8.56,
      "grad_norm": 1.6357694864273071,
      "learning_rate": 7.2e-06,
      "loss": 0.3168,
      "step": 856
    },
    {
      "epoch": 8.57,
      "grad_norm": 0.9027364253997803,
      "learning_rate": 7.15e-06,
      "loss": 0.3234,
      "step": 857
    },
    {
      "epoch": 8.58,
      "grad_norm": 1.579021692276001,
      "learning_rate": 7.1e-06,
      "loss": 0.2849,
      "step": 858
    },
    {
      "epoch": 8.59,
      "grad_norm": 1.3204303979873657,
      "learning_rate": 7.049999999999999e-06,
      "loss": 0.2893,
      "step": 859
    },
    {
      "epoch": 8.6,
      "grad_norm": 1.0107827186584473,
      "learning_rate": 7.000000000000001e-06,
      "loss": 0.3718,
      "step": 860
    },
    {
      "epoch": 8.61,
      "grad_norm": 1.0439974069595337,
      "learning_rate": 6.950000000000001e-06,
      "loss": 0.3028,
      "step": 861
    },
    {
      "epoch": 8.62,
      "grad_norm": 0.9397066235542297,
      "learning_rate": 6.900000000000001e-06,
      "loss": 0.3134,
      "step": 862
    },
    {
      "epoch": 8.63,
      "grad_norm": 1.3243087530136108,
      "learning_rate": 6.8500000000000005e-06,
      "loss": 0.3076,
      "step": 863
    },
    {
      "epoch": 8.64,
      "grad_norm": 1.0618222951889038,
      "learning_rate": 6.800000000000001e-06,
      "loss": 0.3198,
      "step": 864
    },
    {
      "epoch": 8.65,
      "grad_norm": 0.9837994575500488,
      "learning_rate": 6.750000000000001e-06,
      "loss": 0.3062,
      "step": 865
    },
    {
      "epoch": 8.66,
      "grad_norm": 1.2309410572052002,
      "learning_rate": 6.700000000000001e-06,
      "loss": 0.3188,
      "step": 866
    },
    {
      "epoch": 8.67,
      "grad_norm": 1.594474196434021,
      "learning_rate": 6.650000000000001e-06,
      "loss": 0.2897,
      "step": 867
    },
    {
      "epoch": 8.68,
      "grad_norm": 1.3134796619415283,
      "learning_rate": 6.6e-06,
      "loss": 0.3275,
      "step": 868
    },
    {
      "epoch": 8.69,
      "grad_norm": 1.2520467042922974,
      "learning_rate": 6.550000000000001e-06,
      "loss": 0.3451,
      "step": 869
    },
    {
      "epoch": 8.7,
      "grad_norm": 1.070329189300537,
      "learning_rate": 6.5000000000000004e-06,
      "loss": 0.3146,
      "step": 870
    },
    {
      "epoch": 8.71,
      "grad_norm": 0.8145765662193298,
      "learning_rate": 6.45e-06,
      "loss": 0.3079,
      "step": 871
    },
    {
      "epoch": 8.72,
      "grad_norm": 1.2359809875488281,
      "learning_rate": 6.4000000000000006e-06,
      "loss": 0.3178,
      "step": 872
    },
    {
      "epoch": 8.73,
      "grad_norm": 1.019376277923584,
      "learning_rate": 6.35e-06,
      "loss": 0.2925,
      "step": 873
    },
    {
      "epoch": 8.74,
      "grad_norm": 1.3226839303970337,
      "learning_rate": 6.300000000000001e-06,
      "loss": 0.3643,
      "step": 874
    },
    {
      "epoch": 8.75,
      "grad_norm": 1.4603004455566406,
      "learning_rate": 6.25e-06,
      "loss": 0.3073,
      "step": 875
    },
    {
      "epoch": 8.76,
      "grad_norm": 1.2875123023986816,
      "learning_rate": 6.2e-06,
      "loss": 0.3237,
      "step": 876
    },
    {
      "epoch": 8.77,
      "grad_norm": 1.576308250427246,
      "learning_rate": 6.15e-06,
      "loss": 0.2841,
      "step": 877
    },
    {
      "epoch": 8.78,
      "grad_norm": 1.5380648374557495,
      "learning_rate": 6.1e-06,
      "loss": 0.3499,
      "step": 878
    },
    {
      "epoch": 8.79,
      "grad_norm": 1.2161972522735596,
      "learning_rate": 6.0500000000000005e-06,
      "loss": 0.2722,
      "step": 879
    },
    {
      "epoch": 8.8,
      "grad_norm": 0.8446090817451477,
      "learning_rate": 6e-06,
      "loss": 0.2832,
      "step": 880
    },
    {
      "epoch": 8.81,
      "grad_norm": 1.9899760484695435,
      "learning_rate": 5.95e-06,
      "loss": 0.327,
      "step": 881
    },
    {
      "epoch": 8.82,
      "grad_norm": 1.3685250282287598,
      "learning_rate": 5.9e-06,
      "loss": 0.3692,
      "step": 882
    },
    {
      "epoch": 8.83,
      "grad_norm": 1.4659745693206787,
      "learning_rate": 5.850000000000001e-06,
      "loss": 0.399,
      "step": 883
    },
    {
      "epoch": 8.84,
      "grad_norm": 1.0691823959350586,
      "learning_rate": 5.8e-06,
      "loss": 0.2892,
      "step": 884
    },
    {
      "epoch": 8.85,
      "grad_norm": 1.415595531463623,
      "learning_rate": 5.750000000000001e-06,
      "loss": 0.2694,
      "step": 885
    },
    {
      "epoch": 8.86,
      "grad_norm": 0.7950701117515564,
      "learning_rate": 5.7000000000000005e-06,
      "loss": 0.2854,
      "step": 886
    },
    {
      "epoch": 8.87,
      "grad_norm": 1.0895518064498901,
      "learning_rate": 5.65e-06,
      "loss": 0.3161,
      "step": 887
    },
    {
      "epoch": 8.88,
      "grad_norm": 0.9860203862190247,
      "learning_rate": 5.600000000000001e-06,
      "loss": 0.2912,
      "step": 888
    },
    {
      "epoch": 8.89,
      "grad_norm": 0.9572088122367859,
      "learning_rate": 5.55e-06,
      "loss": 0.3087,
      "step": 889
    },
    {
      "epoch": 8.9,
      "grad_norm": 0.914599597454071,
      "learning_rate": 5.500000000000001e-06,
      "loss": 0.2952,
      "step": 890
    },
    {
      "epoch": 8.91,
      "grad_norm": 1.2303292751312256,
      "learning_rate": 5.45e-06,
      "loss": 0.3104,
      "step": 891
    },
    {
      "epoch": 8.92,
      "grad_norm": 1.1375463008880615,
      "learning_rate": 5.4e-06,
      "loss": 0.3108,
      "step": 892
    },
    {
      "epoch": 8.93,
      "grad_norm": 1.1210336685180664,
      "learning_rate": 5.3500000000000004e-06,
      "loss": 0.3182,
      "step": 893
    },
    {
      "epoch": 8.94,
      "grad_norm": 0.9149765968322754,
      "learning_rate": 5.3e-06,
      "loss": 0.274,
      "step": 894
    },
    {
      "epoch": 8.95,
      "grad_norm": 1.2944680452346802,
      "learning_rate": 5.25e-06,
      "loss": 0.3213,
      "step": 895
    },
    {
      "epoch": 8.96,
      "grad_norm": 1.1888338327407837,
      "learning_rate": 5.2e-06,
      "loss": 0.3125,
      "step": 896
    },
    {
      "epoch": 8.97,
      "grad_norm": 1.2469462156295776,
      "learning_rate": 5.15e-06,
      "loss": 0.3301,
      "step": 897
    },
    {
      "epoch": 8.98,
      "grad_norm": 1.5030499696731567,
      "learning_rate": 5.1e-06,
      "loss": 0.3379,
      "step": 898
    },
    {
      "epoch": 8.99,
      "grad_norm": 1.4997756481170654,
      "learning_rate": 5.050000000000001e-06,
      "loss": 0.345,
      "step": 899
    },
    {
      "epoch": 9.0,
      "grad_norm": 1.133354663848877,
      "learning_rate": 5e-06,
      "loss": 0.3337,
      "step": 900
    },
    {
      "epoch": 9.0,
      "eval_accuracy_Background": NaN,
      "eval_accuracy_Bag": 0.5406383614598242,
      "eval_accuracy_Belt": 0.0,
      "eval_accuracy_Dress": 0.47108920156508716,
      "eval_accuracy_Face": 0.8563412457488999,
      "eval_accuracy_Hair": 0.8308994955804744,
      "eval_accuracy_Hat": 0.0,
      "eval_accuracy_Left-arm": 0.6507958961438272,
      "eval_accuracy_Left-leg": 0.7193651239115352,
      "eval_accuracy_Left-shoe": 0.1599409429181381,
      "eval_accuracy_Pants": 0.8338380662641133,
      "eval_accuracy_Right-arm": 0.6577611087959747,
      "eval_accuracy_Right-leg": 0.7204736384318065,
      "eval_accuracy_Right-shoe": 0.3381245884055571,
      "eval_accuracy_Scarf": 0.0,
      "eval_accuracy_Skirt": 0.5780785341552095,
      "eval_accuracy_Sunglasses": 0.0,
      "eval_accuracy_Upper-clothes": 0.8802632407400036,
      "eval_iou_Background": 0.0,
      "eval_iou_Bag": 0.48932228340430967,
      "eval_iou_Belt": 0.0,
      "eval_iou_Dress": 0.38589119543574274,
      "eval_iou_Face": 0.7173154769206347,
      "eval_iou_Hair": 0.7122379851300262,
      "eval_iou_Hat": 0.0,
      "eval_iou_Left-arm": 0.5816383244160002,
      "eval_iou_Left-leg": 0.5747689164611207,
      "eval_iou_Left-shoe": 0.15068251109949887,
      "eval_iou_Pants": 0.6586933694510813,
      "eval_iou_Right-arm": 0.5871040178540677,
      "eval_iou_Right-leg": 0.5947108234019343,
      "eval_iou_Right-shoe": 0.26911729627258235,
      "eval_iou_Scarf": 0.0,
      "eval_iou_Skirt": 0.47897576012858006,
      "eval_iou_Sunglasses": 0.0,
      "eval_iou_Upper-clothes": 0.6503585232174561,
      "eval_loss": 0.32006481289863586,
      "eval_mean_accuracy": 0.4845652614188501,
      "eval_mean_iou": 0.38060091573294635,
      "eval_overall_accuracy": 0.6942753486284649,
      "eval_runtime": 19.7806,
      "eval_samples_per_second": 10.111,
      "eval_steps_per_second": 5.055,
      "step": 900
    },
    {
      "epoch": 9.01,
      "grad_norm": 1.1238892078399658,
      "learning_rate": 4.950000000000001e-06,
      "loss": 0.3668,
      "step": 901
    },
    {
      "epoch": 9.02,
      "grad_norm": 1.0174256563186646,
      "learning_rate": 4.9000000000000005e-06,
      "loss": 0.3353,
      "step": 902
    },
    {
      "epoch": 9.03,
      "grad_norm": 1.3216381072998047,
      "learning_rate": 4.85e-06,
      "loss": 0.3655,
      "step": 903
    },
    {
      "epoch": 9.04,
      "grad_norm": 1.35689377784729,
      "learning_rate": 4.800000000000001e-06,
      "loss": 0.3253,
      "step": 904
    },
    {
      "epoch": 9.05,
      "grad_norm": 1.3293402194976807,
      "learning_rate": 4.75e-06,
      "loss": 0.3633,
      "step": 905
    },
    {
      "epoch": 9.06,
      "grad_norm": 1.2160130739212036,
      "learning_rate": 4.7e-06,
      "loss": 0.2947,
      "step": 906
    },
    {
      "epoch": 9.07,
      "grad_norm": 1.2986173629760742,
      "learning_rate": 4.65e-06,
      "loss": 0.3065,
      "step": 907
    },
    {
      "epoch": 9.08,
      "grad_norm": 1.113274335861206,
      "learning_rate": 4.6e-06,
      "loss": 0.2838,
      "step": 908
    },
    {
      "epoch": 9.09,
      "grad_norm": 1.251678466796875,
      "learning_rate": 4.5500000000000005e-06,
      "loss": 0.3226,
      "step": 909
    },
    {
      "epoch": 9.1,
      "grad_norm": 0.9418824911117554,
      "learning_rate": 4.5e-06,
      "loss": 0.3228,
      "step": 910
    },
    {
      "epoch": 9.11,
      "grad_norm": 1.1970393657684326,
      "learning_rate": 4.45e-06,
      "loss": 0.2964,
      "step": 911
    },
    {
      "epoch": 9.12,
      "grad_norm": 1.5097321271896362,
      "learning_rate": 4.4e-06,
      "loss": 0.3382,
      "step": 912
    },
    {
      "epoch": 9.13,
      "grad_norm": 1.2779349088668823,
      "learning_rate": 4.35e-06,
      "loss": 0.3071,
      "step": 913
    },
    {
      "epoch": 9.14,
      "grad_norm": 1.0188183784484863,
      "learning_rate": 4.2999999999999995e-06,
      "loss": 0.3078,
      "step": 914
    },
    {
      "epoch": 9.15,
      "grad_norm": 1.3626054525375366,
      "learning_rate": 4.250000000000001e-06,
      "loss": 0.3363,
      "step": 915
    },
    {
      "epoch": 9.16,
      "grad_norm": 1.5869989395141602,
      "learning_rate": 4.2000000000000004e-06,
      "loss": 0.3478,
      "step": 916
    },
    {
      "epoch": 9.17,
      "grad_norm": 1.0074796676635742,
      "learning_rate": 4.15e-06,
      "loss": 0.2987,
      "step": 917
    },
    {
      "epoch": 9.18,
      "grad_norm": 1.1869763135910034,
      "learning_rate": 4.1000000000000006e-06,
      "loss": 0.2967,
      "step": 918
    },
    {
      "epoch": 9.19,
      "grad_norm": 0.8603807091712952,
      "learning_rate": 4.05e-06,
      "loss": 0.2864,
      "step": 919
    },
    {
      "epoch": 9.2,
      "grad_norm": 0.9409728646278381,
      "learning_rate": 4.000000000000001e-06,
      "loss": 0.3032,
      "step": 920
    },
    {
      "epoch": 9.21,
      "grad_norm": 0.8495998382568359,
      "learning_rate": 3.95e-06,
      "loss": 0.3508,
      "step": 921
    },
    {
      "epoch": 9.22,
      "grad_norm": 1.4211429357528687,
      "learning_rate": 3.9e-06,
      "loss": 0.28,
      "step": 922
    },
    {
      "epoch": 9.23,
      "grad_norm": 2.707144021987915,
      "learning_rate": 3.85e-06,
      "loss": 0.3633,
      "step": 923
    },
    {
      "epoch": 9.24,
      "grad_norm": 1.0341625213623047,
      "learning_rate": 3.8e-06,
      "loss": 0.3318,
      "step": 924
    },
    {
      "epoch": 9.25,
      "grad_norm": 1.09483003616333,
      "learning_rate": 3.75e-06,
      "loss": 0.307,
      "step": 925
    },
    {
      "epoch": 9.26,
      "grad_norm": 2.910413980484009,
      "learning_rate": 3.7e-06,
      "loss": 0.4177,
      "step": 926
    },
    {
      "epoch": 9.27,
      "grad_norm": 0.863440990447998,
      "learning_rate": 3.6499999999999998e-06,
      "loss": 0.2963,
      "step": 927
    },
    {
      "epoch": 9.28,
      "grad_norm": 1.0977318286895752,
      "learning_rate": 3.6e-06,
      "loss": 0.2976,
      "step": 928
    },
    {
      "epoch": 9.29,
      "grad_norm": 1.2241759300231934,
      "learning_rate": 3.55e-06,
      "loss": 0.3356,
      "step": 929
    },
    {
      "epoch": 9.3,
      "grad_norm": 1.1223300695419312,
      "learning_rate": 3.5000000000000004e-06,
      "loss": 0.3179,
      "step": 930
    },
    {
      "epoch": 9.31,
      "grad_norm": 1.062488079071045,
      "learning_rate": 3.4500000000000004e-06,
      "loss": 0.3108,
      "step": 931
    },
    {
      "epoch": 9.32,
      "grad_norm": 0.8769783973693848,
      "learning_rate": 3.4000000000000005e-06,
      "loss": 0.2919,
      "step": 932
    },
    {
      "epoch": 9.33,
      "grad_norm": 0.9629155993461609,
      "learning_rate": 3.3500000000000005e-06,
      "loss": 0.2902,
      "step": 933
    },
    {
      "epoch": 9.34,
      "grad_norm": 0.9211092591285706,
      "learning_rate": 3.3e-06,
      "loss": 0.2968,
      "step": 934
    },
    {
      "epoch": 9.35,
      "grad_norm": 1.4352660179138184,
      "learning_rate": 3.2500000000000002e-06,
      "loss": 0.3203,
      "step": 935
    },
    {
      "epoch": 9.36,
      "grad_norm": 1.0247195959091187,
      "learning_rate": 3.2000000000000003e-06,
      "loss": 0.3217,
      "step": 936
    },
    {
      "epoch": 9.37,
      "grad_norm": 1.6083073616027832,
      "learning_rate": 3.1500000000000003e-06,
      "loss": 0.3377,
      "step": 937
    },
    {
      "epoch": 9.38,
      "grad_norm": 1.1903330087661743,
      "learning_rate": 3.1e-06,
      "loss": 0.2872,
      "step": 938
    },
    {
      "epoch": 9.39,
      "grad_norm": 1.1613492965698242,
      "learning_rate": 3.05e-06,
      "loss": 0.3129,
      "step": 939
    },
    {
      "epoch": 9.4,
      "grad_norm": 1.3859792947769165,
      "learning_rate": 3e-06,
      "loss": 0.3084,
      "step": 940
    },
    {
      "epoch": 9.41,
      "grad_norm": 0.7747515439987183,
      "learning_rate": 2.95e-06,
      "loss": 0.253,
      "step": 941
    },
    {
      "epoch": 9.42,
      "grad_norm": 1.081651210784912,
      "learning_rate": 2.9e-06,
      "loss": 0.3029,
      "step": 942
    },
    {
      "epoch": 9.43,
      "grad_norm": 1.4454257488250732,
      "learning_rate": 2.8500000000000002e-06,
      "loss": 0.296,
      "step": 943
    },
    {
      "epoch": 9.44,
      "grad_norm": 0.8365088105201721,
      "learning_rate": 2.8000000000000003e-06,
      "loss": 0.2622,
      "step": 944
    },
    {
      "epoch": 9.45,
      "grad_norm": 1.1137522459030151,
      "learning_rate": 2.7500000000000004e-06,
      "loss": 0.3159,
      "step": 945
    },
    {
      "epoch": 9.46,
      "grad_norm": 1.0359926223754883,
      "learning_rate": 2.7e-06,
      "loss": 0.2801,
      "step": 946
    },
    {
      "epoch": 9.47,
      "grad_norm": 1.2386473417282104,
      "learning_rate": 2.65e-06,
      "loss": 0.3293,
      "step": 947
    },
    {
      "epoch": 9.48,
      "grad_norm": 1.1584066152572632,
      "learning_rate": 2.6e-06,
      "loss": 0.2949,
      "step": 948
    },
    {
      "epoch": 9.49,
      "grad_norm": 2.630516290664673,
      "learning_rate": 2.55e-06,
      "loss": 0.3169,
      "step": 949
    },
    {
      "epoch": 9.5,
      "grad_norm": 1.1397606134414673,
      "learning_rate": 2.5e-06,
      "loss": 0.3395,
      "step": 950
    },
    {
      "epoch": 9.51,
      "grad_norm": 1.7783671617507935,
      "learning_rate": 2.4500000000000003e-06,
      "loss": 0.2847,
      "step": 951
    },
    {
      "epoch": 9.52,
      "grad_norm": 0.8711491227149963,
      "learning_rate": 2.4000000000000003e-06,
      "loss": 0.2884,
      "step": 952
    },
    {
      "epoch": 9.53,
      "grad_norm": 0.9909203052520752,
      "learning_rate": 2.35e-06,
      "loss": 0.2647,
      "step": 953
    },
    {
      "epoch": 9.54,
      "grad_norm": 0.8167068362236023,
      "learning_rate": 2.3e-06,
      "loss": 0.2794,
      "step": 954
    },
    {
      "epoch": 9.55,
      "grad_norm": 1.7420070171356201,
      "learning_rate": 2.25e-06,
      "loss": 0.3302,
      "step": 955
    },
    {
      "epoch": 9.56,
      "grad_norm": 0.9787614941596985,
      "learning_rate": 2.2e-06,
      "loss": 0.2858,
      "step": 956
    },
    {
      "epoch": 9.57,
      "grad_norm": 1.0258586406707764,
      "learning_rate": 2.1499999999999997e-06,
      "loss": 0.2996,
      "step": 957
    },
    {
      "epoch": 9.58,
      "grad_norm": 1.6870903968811035,
      "learning_rate": 2.1000000000000002e-06,
      "loss": 0.3265,
      "step": 958
    },
    {
      "epoch": 9.59,
      "grad_norm": 1.637049913406372,
      "learning_rate": 2.0500000000000003e-06,
      "loss": 0.3477,
      "step": 959
    },
    {
      "epoch": 9.6,
      "grad_norm": 0.9657596349716187,
      "learning_rate": 2.0000000000000003e-06,
      "loss": 0.2987,
      "step": 960
    },
    {
      "epoch": 9.61,
      "grad_norm": 1.0371161699295044,
      "learning_rate": 1.95e-06,
      "loss": 0.3246,
      "step": 961
    },
    {
      "epoch": 9.62,
      "grad_norm": 1.121399164199829,
      "learning_rate": 1.9e-06,
      "loss": 0.299,
      "step": 962
    },
    {
      "epoch": 9.63,
      "grad_norm": 0.9236664772033691,
      "learning_rate": 1.85e-06,
      "loss": 0.3142,
      "step": 963
    },
    {
      "epoch": 9.64,
      "grad_norm": 1.1478824615478516,
      "learning_rate": 1.8e-06,
      "loss": 0.2918,
      "step": 964
    },
    {
      "epoch": 9.65,
      "grad_norm": 0.9630997776985168,
      "learning_rate": 1.7500000000000002e-06,
      "loss": 0.3237,
      "step": 965
    },
    {
      "epoch": 9.66,
      "grad_norm": 1.1643198728561401,
      "learning_rate": 1.7000000000000002e-06,
      "loss": 0.3275,
      "step": 966
    },
    {
      "epoch": 9.67,
      "grad_norm": 1.0835908651351929,
      "learning_rate": 1.65e-06,
      "loss": 0.295,
      "step": 967
    },
    {
      "epoch": 9.68,
      "grad_norm": 0.9436361789703369,
      "learning_rate": 1.6000000000000001e-06,
      "loss": 0.3087,
      "step": 968
    },
    {
      "epoch": 9.69,
      "grad_norm": 0.894243061542511,
      "learning_rate": 1.55e-06,
      "loss": 0.2903,
      "step": 969
    },
    {
      "epoch": 9.7,
      "grad_norm": 2.110978603363037,
      "learning_rate": 1.5e-06,
      "loss": 0.3419,
      "step": 970
    },
    {
      "epoch": 9.71,
      "grad_norm": 1.4292598962783813,
      "learning_rate": 1.45e-06,
      "loss": 0.3136,
      "step": 971
    },
    {
      "epoch": 9.72,
      "grad_norm": 0.9614360332489014,
      "learning_rate": 1.4000000000000001e-06,
      "loss": 0.3162,
      "step": 972
    },
    {
      "epoch": 9.73,
      "grad_norm": 1.066144585609436,
      "learning_rate": 1.35e-06,
      "loss": 0.3296,
      "step": 973
    },
    {
      "epoch": 9.74,
      "grad_norm": 1.0470683574676514,
      "learning_rate": 1.3e-06,
      "loss": 0.2929,
      "step": 974
    },
    {
      "epoch": 9.75,
      "grad_norm": 1.8040375709533691,
      "learning_rate": 1.25e-06,
      "loss": 0.3647,
      "step": 975
    },
    {
      "epoch": 9.76,
      "grad_norm": 1.8417726755142212,
      "learning_rate": 1.2000000000000002e-06,
      "loss": 0.3195,
      "step": 976
    },
    {
      "epoch": 9.77,
      "grad_norm": 1.2103196382522583,
      "learning_rate": 1.15e-06,
      "loss": 0.2918,
      "step": 977
    },
    {
      "epoch": 9.78,
      "grad_norm": 0.9552621245384216,
      "learning_rate": 1.1e-06,
      "loss": 0.3352,
      "step": 978
    },
    {
      "epoch": 9.79,
      "grad_norm": 1.6143741607666016,
      "learning_rate": 1.0500000000000001e-06,
      "loss": 0.329,
      "step": 979
    },
    {
      "epoch": 9.8,
      "grad_norm": 0.8555837273597717,
      "learning_rate": 1.0000000000000002e-06,
      "loss": 0.288,
      "step": 980
    },
    {
      "epoch": 9.81,
      "grad_norm": 1.2465665340423584,
      "learning_rate": 9.5e-07,
      "loss": 0.3465,
      "step": 981
    },
    {
      "epoch": 9.82,
      "grad_norm": 1.3769781589508057,
      "learning_rate": 9e-07,
      "loss": 0.3239,
      "step": 982
    },
    {
      "epoch": 9.83,
      "grad_norm": 1.413754940032959,
      "learning_rate": 8.500000000000001e-07,
      "loss": 0.3224,
      "step": 983
    },
    {
      "epoch": 9.84,
      "grad_norm": 1.1895368099212646,
      "learning_rate": 8.000000000000001e-07,
      "loss": 0.2778,
      "step": 984
    },
    {
      "epoch": 9.85,
      "grad_norm": 1.4351869821548462,
      "learning_rate": 7.5e-07,
      "loss": 0.3088,
      "step": 985
    },
    {
      "epoch": 9.86,
      "grad_norm": 1.837082028388977,
      "learning_rate": 7.000000000000001e-07,
      "loss": 0.3093,
      "step": 986
    },
    {
      "epoch": 9.87,
      "grad_norm": 1.0747125148773193,
      "learning_rate": 6.5e-07,
      "loss": 0.3072,
      "step": 987
    },
    {
      "epoch": 9.88,
      "grad_norm": 0.918660044670105,
      "learning_rate": 6.000000000000001e-07,
      "loss": 0.3161,
      "step": 988
    },
    {
      "epoch": 9.89,
      "grad_norm": 1.5622879266738892,
      "learning_rate": 5.5e-07,
      "loss": 0.3552,
      "step": 989
    },
    {
      "epoch": 9.9,
      "grad_norm": 1.5597426891326904,
      "learning_rate": 5.000000000000001e-07,
      "loss": 0.3537,
      "step": 990
    },
    {
      "epoch": 9.91,
      "grad_norm": 1.0238585472106934,
      "learning_rate": 4.5e-07,
      "loss": 0.2718,
      "step": 991
    },
    {
      "epoch": 9.92,
      "grad_norm": 1.6964513063430786,
      "learning_rate": 4.0000000000000003e-07,
      "loss": 0.3424,
      "step": 992
    },
    {
      "epoch": 9.93,
      "grad_norm": 0.8276618719100952,
      "learning_rate": 3.5000000000000004e-07,
      "loss": 0.2621,
      "step": 993
    },
    {
      "epoch": 9.94,
      "grad_norm": 1.1643145084381104,
      "learning_rate": 3.0000000000000004e-07,
      "loss": 0.2981,
      "step": 994
    },
    {
      "epoch": 9.95,
      "grad_norm": 1.2299623489379883,
      "learning_rate": 2.5000000000000004e-07,
      "loss": 0.379,
      "step": 995
    },
    {
      "epoch": 9.96,
      "grad_norm": 1.302079677581787,
      "learning_rate": 2.0000000000000002e-07,
      "loss": 0.3451,
      "step": 996
    },
    {
      "epoch": 9.97,
      "grad_norm": 1.2260948419570923,
      "learning_rate": 1.5000000000000002e-07,
      "loss": 0.3155,
      "step": 997
    },
    {
      "epoch": 9.98,
      "grad_norm": 1.1050933599472046,
      "learning_rate": 1.0000000000000001e-07,
      "loss": 0.2939,
      "step": 998
    },
    {
      "epoch": 9.99,
      "grad_norm": 0.9009595513343811,
      "learning_rate": 5.0000000000000004e-08,
      "loss": 0.312,
      "step": 999
    },
    {
      "epoch": 10.0,
      "grad_norm": 1.0809326171875,
      "learning_rate": 0.0,
      "loss": 0.2843,
      "step": 1000
    },
    {
      "epoch": 10.0,
      "eval_accuracy_Background": NaN,
      "eval_accuracy_Bag": 0.5344463784483549,
      "eval_accuracy_Belt": 0.0,
      "eval_accuracy_Dress": 0.49901566390898044,
      "eval_accuracy_Face": 0.8593941127217721,
      "eval_accuracy_Hair": 0.8304339804980725,
      "eval_accuracy_Hat": 0.0,
      "eval_accuracy_Left-arm": 0.6598117820386898,
      "eval_accuracy_Left-leg": 0.7149157682203356,
      "eval_accuracy_Left-shoe": 0.1707547734482552,
      "eval_accuracy_Pants": 0.8303149533488067,
      "eval_accuracy_Right-arm": 0.6785664675649395,
      "eval_accuracy_Right-leg": 0.7321723013655258,
      "eval_accuracy_Right-shoe": 0.34448532456316766,
      "eval_accuracy_Scarf": 0.0,
      "eval_accuracy_Skirt": 0.6955960269116531,
      "eval_accuracy_Sunglasses": 0.0,
      "eval_accuracy_Upper-clothes": 0.8535183318292315,
      "eval_iou_Background": 0.0,
      "eval_iou_Bag": 0.49017425595832514,
      "eval_iou_Belt": 0.0,
      "eval_iou_Dress": 0.4029069719841072,
      "eval_iou_Face": 0.7168735646720339,
      "eval_iou_Hair": 0.7126424241429943,
      "eval_iou_Hat": 0.0,
      "eval_iou_Left-arm": 0.5867568908267093,
      "eval_iou_Left-leg": 0.5756663658833222,
      "eval_iou_Left-shoe": 0.15999102686332792,
      "eval_iou_Pants": 0.6700201469984703,
      "eval_iou_Right-arm": 0.6012170662776917,
      "eval_iou_Right-leg": 0.6007896138773544,
      "eval_iou_Right-shoe": 0.2739485889720617,
      "eval_iou_Scarf": 0.0,
      "eval_iou_Skirt": 0.5239641125725877,
      "eval_iou_Sunglasses": 0.0,
      "eval_iou_Upper-clothes": 0.6681328094195707,
      "eval_loss": 0.3204149007797241,
      "eval_mean_accuracy": 0.4943191685216344,
      "eval_mean_iou": 0.3879491021360309,
      "eval_overall_accuracy": 0.7036069676906485,
      "eval_runtime": 20.2488,
      "eval_samples_per_second": 9.877,
      "eval_steps_per_second": 4.939,
      "step": 1000
    },
    {
      "epoch": 10.0,
      "step": 1000,
      "total_flos": 1.4037886697472e+17,
      "train_loss": 0.7291171263456344,
      "train_runtime": 961.4113,
      "train_samples_per_second": 8.321,
      "train_steps_per_second": 1.04
    }
  ],
  "logging_steps": 1,
  "max_steps": 1000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 20,
  "total_flos": 1.4037886697472e+17,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}