smart_augmentation/higher/res/log/Aug_mod(Data_augV5(Mix0.8-14TFx2-MagFxSh)-ResNet)-3 epochs (dataug:0)- 1 in_it-0.json

{
 "Accuracy": 12.44,
 "Time": [
  122.26515635066698,
  2.829076768807791,
  371.2494739450003
 ],
 "Optimizer": {
  "Meta": {
   "optim": "Adam",
   "lr": 0.01
  },
  "Inner": {
   "optim": "SGD",
   "lr": 0.1,
   "momentum": 0.9
  }
 },
 "Device": "GeForce GTX 1080 Ti",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 4.600593566894531,
   "val_loss": 2.305206775665283,
   "acc": 12.44,
   "time": 119.21118247400045,
   "param": [
    {
     "p": 0.07401471585035324,
     "m": 1.0
    },
    {
     "p": 0.050169687718153,
     "m": 1.0
    },
    {
     "p": 0.05002406984567642,
     "m": 1.0
    },
    {
     "p": 0.048832569271326065,
     "m": 1.0
    },
    {
     "p": 0.09128259122371674,
     "m": 1.0
    },
    {
     "p": 0.030498860403895378,
     "m": 1.0
    },
    {
     "p": 0.0618758387863636,
     "m": 1.0
    },
    {
     "p": 0.10067179054021835,
     "m": 1.0
    },
    {
     "p": 0.10110647231340408,
     "m": 1.0
    },
    {
     "p": 0.09795554727315903,
     "m": 1.0
    },
    {
     "p": 0.0811394527554512,
     "m": 1.0
    },
    {
     "p": 0.05282503738999367,
     "m": 1.0
    },
    {
     "p": 0.08562550693750381,
     "m": 1.0
    },
    {
     "p": 0.07397785782814026,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 12.91058349609375,
   "val_loss": 6.322456359863281,
   "acc": 10.0,
   "time": 126.030545781,
   "param": [
    {
     "p": 0.0007155857747420669,
     "m": 1.0
    },
    {
     "p": 0.328789085149765,
     "m": 1.0
    },
    {
     "p": 0.0016595149645581841,
     "m": 1.0
    },
    {
     "p": 0.0007155857747420669,
     "m": 1.0
    },
    {
     "p": 0.0007155857747420669,
     "m": 1.0
    },
    {
     "p": 0.0007155857747420669,
     "m": 1.0
    },
    {
     "p": 0.0007155857747420669,
     "m": 1.0
    },
    {
     "p": 0.07225430756807327,
     "m": 1.0
    },
    {
     "p": 0.18780820071697235,
     "m": 1.0
    },
    {
     "p": 0.0007155857747420669,
     "m": 1.0
    },
    {
     "p": 0.4023556113243103,
     "m": 1.0
    },
    {
     "p": 0.0007155857747420669,
     "m": 1.0
    },
    {
     "p": 0.0007155857747420669,
     "m": 1.0
    },
    {
     "p": 0.0014086166629567742,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 41.575103759765625,
   "val_loss": 7.115734100341797,
   "acc": 10.0,
   "time": 121.5537407970005,
   "param": [
    {
     "p": 0.0007090172148309648,
     "m": 1.0
    },
    {
     "p": 0.3876303732395172,
     "m": 1.0
    },
    {
     "p": 0.016628699377179146,
     "m": 1.0
    },
    {
     "p": 0.0007090172148309648,
     "m": 1.0
    },
    {
     "p": 0.0007090172148309648,
     "m": 1.0
    },
    {
     "p": 0.004962566774338484,
     "m": 1.0
    },
    {
     "p": 0.0007090172148309648,
     "m": 1.0
    },
    {
     "p": 0.008680768311023712,
     "m": 1.0
    },
    {
     "p": 0.07986892014741898,
     "m": 1.0
    },
    {
     "p": 0.0007090172148309648,
     "m": 1.0
    },
    {
     "p": 0.4949795603752136,
     "m": 1.0
    },
    {
     "p": 0.002286029513925314,
     "m": 1.0
    },
    {
     "p": 0.0007090172148309648,
     "m": 1.0
    },
    {
     "p": 0.0007090172148309648,
     "m": 1.0
    }
   ]
  }
 ]
}