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

{
 "Accuracy": 10.0,
 "Time": [
  126.35861015166665,
  2.4456926501414142,
  382.45169849399986
 ],
 "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": 4.644547462463379,
   "val_loss": 2.305593967437744,
   "acc": 10.0,
   "time": 122.90424190699991,
   "param": [
    {
     "p": 0.038186363875865936,
     "m": 0.5
    },
    {
     "p": 0.09741612523794174,
     "m": 0.5
    },
    {
     "p": 0.12262723594903946,
     "m": 0.5
    },
    {
     "p": 0.05582292750477791,
     "m": 0.563586950302124
    },
    {
     "p": 0.0939754769206047,
     "m": 0.4394848346710205
    },
    {
     "p": 0.08019676059484482,
     "m": 0.43280842900276184
    },
    {
     "p": 0.034931767731904984,
     "m": 0.5639933943748474
    },
    {
     "p": 0.06557982414960861,
     "m": 0.5679846405982971
    },
    {
     "p": 0.08243892341852188,
     "m": 0.5777778625488281
    },
    {
     "p": 0.013216854073107243,
     "m": 0.5694453716278076
    },
    {
     "p": 0.0611443817615509,
     "m": 0.47401681542396545
    },
    {
     "p": 0.09744315594434738,
     "m": 0.5771519541740417
    },
    {
     "p": 0.016853725537657738,
     "m": 0.5
    },
    {
     "p": 0.14016644656658173,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 14.844327926635742,
   "val_loss": 3.7266218662261963,
   "acc": 10.0,
   "time": 128.23620647799999,
   "param": [
    {
     "p": 0.0007240729755721986,
     "m": 0.5
    },
    {
     "p": 0.1616627275943756,
     "m": 0.5
    },
    {
     "p": 0.0007240729755721986,
     "m": 0.5
    },
    {
     "p": 0.0007240729755721986,
     "m": 0.5824704170227051
    },
    {
     "p": 0.0007240729755721986,
     "m": 0.3581777513027191
    },
    {
     "p": 0.0007240729755721986,
     "m": 0.38614848256111145
    },
    {
     "p": 0.0007240729755721986,
     "m": 0.6317000389099121
    },
    {
     "p": 0.0007240729755721986,
     "m": 0.6456776261329651
    },
    {
     "p": 0.49542781710624695,
     "m": 0.31354066729545593
    },
    {
     "p": 0.0007240729755721986,
     "m": 0.4876689016819
    },
    {
     "p": 0.0007240729755721986,
     "m": 0.4610240161418915
    },
    {
     "p": 0.3347897529602051,
     "m": 0.4400711953639984
    },
    {
     "p": 0.0007240729755721986,
     "m": 0.5
    },
    {
     "p": 0.0008789458079263568,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 61.83695602416992,
   "val_loss": 32.528358459472656,
   "acc": 10.0,
   "time": 127.93538207000006,
   "param": [
    {
     "p": 0.0007184071000665426,
     "m": 0.5
    },
    {
     "p": 0.0007184071000665426,
     "m": 0.5
    },
    {
     "p": 0.0007184071000665426,
     "m": 0.5
    },
    {
     "p": 0.0007184071000665426,
     "m": 0.6019964218139648
    },
    {
     "p": 0.002003197791054845,
     "m": 0.4285275638103485
    },
    {
     "p": 0.0007184071000665426,
     "m": 0.27844080328941345
    },
    {
     "p": 0.0007184071000665426,
     "m": 0.6888956427574158
    },
    {
     "p": 0.0007184071000665426,
     "m": 0.6541943550109863
    },
    {
     "p": 0.7733017206192017,
     "m": 0.1402910351753235
    },
    {
     "p": 0.0007184071000665426,
     "m": 0.5465474128723145
    },
    {
     "p": 0.0007184071000665426,
     "m": 0.3944418728351593
    },
    {
     "p": 0.21679258346557617,
     "m": 0.3409702777862549
    },
    {
     "p": 0.0007184071000665426,
     "m": 0.5
    },
    {
     "p": 0.0007184071000665426,
     "m": 0.5
    }
   ]
  }
 ]
}