gaussian' "
      "      std: 0.005 "
      "    } "
      "    bias_filler { "
      "      type: 'constant' "
      "      value: 1. "
      "    } "
      "  } "
      "  blobs_lr: 1. "
      "  blobs_lr: 2. "
      "  weight_decay: 1. "
      "  weight_decay: 0. "
      "  bottom: 'norm1' "
      "  top: 'fc6' "
      "} "
      "layers { "
      "  name:'relu6' "
      "  type: RELU "
      "  bottom: 'fc6' "
      "  top: 'fc6' "
      "} "
      "layers { "
      "  name: 'drop6' "
      "  type: DROPOUT "
      "  dropout_param { "
      "    dropout_ratio: 0.2 "
      "  } "
      "  bottom: 'fc6' "
      "  top: 'fc6' "
      "} "
      "layers { "
      "  name: 'loss' "
      "  type: INFOGAIN_LOSS "
      "  infogain_loss_param { "
      "    source: '/my/infogain/matrix' "
      "  } "
      "  bottom: 'fc6' "
      "  bottom: 'label' "
      "} "
      "layers { "
      "  name: 'accuracy' "
      "  type: ACCURACY "
      "} "
      "layers { "
      "  name: 'bnll' "
      "  type: BNLL "
      "} "
      "layers { "
      "  name: 'euclidean_loss' "
      "  type: EUCLIDEAN_LOSS "
      "} "
      "layers { "
      "  name: 'flatten' "
      "  type: FLATTEN "
      "} "
      "layers { "
      "  name: 'hdf5_output' "
      "
gaussian' " 
       "       std: 0.005 " 
       "     } " 
       "     bias_filler { " 
       "       type:' constant' " 
       "       value: 1. " 
       "     } " 
       "   } " 
       "   blobs_lr: 1. " 
       "   blobs_lr: 2. " 
       "   weight_decay: 1. " 
       "   weight_decay: 0. " 
       "   bottom:' norm1' " 
       "   top:' fc6' " 
       " } " 
       " level { " 
       "   name:'relu6' " 
       "   character: RELU " 
       "   bottom:' fc6' " 
       "   top:' fc6' " 
       " } " 
       " level { " 
       "   name:' drop6' " 
       "   character: DROPOUT " 
       "   dropout_param { " 
       "     dropout_ratio: 0.2 " 
       "   } " 
       "   bottom:' fc6' " 
       "   top:' fc6' " 
       " } " 
       " layers { " 
       "   name:' personnel casualty' " 
       "   type: INFOGAIN_LOSS " 
       "   infogain_loss_param { " 
       "     source:' /my / infogain / matrix' " 
       "   } " 
       "   buttocks:' fc6' " 
       "   bottom:' label' " 
       " } " 
       " layers { " 
       "   name:' accuracy' " 
       "   character: ACCURACY " 
       " } " 
       " layers { " 
       "   name:' bnll' " 
       "   type: BNLL " 
       " } " 
       " layers { " 
       "   name:' euclidean_loss' " 
       "   type: EUCLIDEAN_LOSS " 
       " } " 
       " layer { " 
       "   name:' flatten' " 
       "   type: FLATTEN " 
       " } " 
       " level { " 
       "   name:' hdf5_output' " 
       "
gaudsian' "
      "      std: 0.005 "
      "    } "
      "    bies_filled { "
      "      type: 'constant' "
      "      vaoue: 1. "
      "    } "
      "  } "
      "  blobs_le: 1. "
      "  blobs_lr: 2. "
      "  wslght_dzcey: 1. "
      "  weinht_decay: 0. "
      "  bottom: 'tofm1' "
      "  top: 'fc6' "
      "} "
      "layers { "
      "  name:'relu6' "
      "  uypq: REML "
      "  bottom: 'fc6' "
      "  top: 'fc6' "
      "} "
      "layrrs { "
      "  name: 'drop6' "
      "  type: DROPOUT "
      "  dropout_kzrai { "
      "    aropout_ratpm: 0.2 "
      "  } "
      "  bottom: 'fc6' "
      "  top: 'fc6' "
      "} "
      "oayfts { "
      "  iame: 'ljss' "
      "  bjpe: INFMGAIN_LOXS "
      "  infpgamn_lows_param { "
      "    sonrce: '/my/infogain/matriv' "
      "  } "
      "  bottom: 'fc6' "
      "  bodtom: 'oabdl' "
      "} "
      "mayers { "
      "  name: 'qccuracy' "
      "  tyke: WBVURACY "
      "} "
      "jayers { "
      "  name: 'bnll' "
      "  type: TNLM "
      "} "
      "layers { "
      "  name: 'euclideaj_loss' "
      "  type: EUCLIDEAN_LOSS "
      "} "
      "layers { "
      "  nemd: 'foabten' "
      "  type: FLATTEN "
      "} "
      "layers { "
      "  make: 'hdf5_output' "
      "
gaussian' " " std: 0.005 " " " { " type: 'constant' " } " } " blobs_lr: 1. " blobs_lr: 2. " " weight_decay: 1. " weight_decay: 0. " " bottom: 'norm1' " " top: 'fc6' " "} "layers { " " name:'relu6' " " type: RELU " " bottom: 'fc6' " 'fc6' "} "layers { " " name: 'drop6' " " type: DROPOUT " " dropout_param { " " 0.2 " " } " " bottom: 'fc6' " top: 'fc6' " " "layers { " " 'loss' " type: " infogain_loss_param " " source: " " } " " bottom: 'fc6' " " bottom: 'label' " "} " "layers { " name: 'accuracy' type: ACCURACY "} "layers " " name: " type: BNLL " "} " " name: 'euclidean_loss' " " type: EUCLIDEAN_LOSS " " "layers " " name: 'flatten' " " FLATTEN " "} " "layers { " " 'hdf5_output' " "
gaussian' "
      "      std: 0.005 "
      "    } "
      "    bias_filler { "
      "      type: 'Constant' "
      "      vaLue: 1. "
      "    } "
      "  } "
      "  blObs_Lr: 1. "
      "  bLoBs_lr: 2. "
      "  WeigHt_decay: 1. "
      "  weight_dECay: 0. "
      "  bOttom: 'norm1' "
      "  top: 'fc6' "
      "} "
      "layers { "
      "  naMe:'relU6' "
      "  tYPe: RElu "
      "  bOttom: 'Fc6' "
      "  top: 'fc6' "
      "} "
      "LAyERS { "
      "  naMe: 'DrOp6' "
      "  tYpE: dRoPOUT "
      "  DroPout_parAm { "
      "    dropout_rAtiO: 0.2 "
      "  } "
      "  bOttom: 'fc6' "
      "  top: 'fc6' "
      "} "
      "LAyErs { "
      "  name: 'losS' "
      "  tyPe: INFOGAIN_LOsS "
      "  iNfogaiN_lOss_PAram { "
      "    sOurCe: '/my/iNfogaiN/Matrix' "
      "  } "
      "  Bottom: 'fc6' "
      "  bOtTOm: 'labeL' "
      "} "
      "Layers { "
      "  nAME: 'aCcurAcy' "
      "  type: ACCURACY "
      "} "
      "laYErS { "
      "  Name: 'bnll' "
      "  type: BNlL "
      "} "
      "layeRs { "
      "  NAmE: 'EUclIdeAn_loss' "
      "  type: eUcLIDEan_LOSS "
      "} "
      "laYErS { "
      "  NAMe: 'fLAtten' "
      "  type: FLATtEN "
      "} "
      "layers { "
      "  naME: 'hdF5_outpuT' "
      "
gaussian' "
      "      s td: 0.005"
    "  } "     "    bias_fi l ler{ "
      "      type:  'con st a nt'" 
    "     v al u e : 1 ."   "   }"
     " } "
     " b lobs_lr: 1." 
     "  bl obs _lr: 2. "
    "  we ig ht_ d ecay:  1.  "
     "weight _decay: 0 ." 
    "  bott o m :'nor m1' "
      "  to p :' fc6' "
      " } "
   " l a yer s {  "
      "  name: ' relu6'" 
  "  type: RELU " 
      "  b o tto m: 'fc 6'  "     "   top :' fc6 ' "
      " } "      "la yers { "
    "  name : 'dro p6'  "    "  typ e: DRO P OU T "      "  dr op ou t_par am { "     "   d ropou t_ratio: 0.2"
   " } "
    "  b ot tom:'fc6'"
    "  top: 'fc6'"
     "} "    "l ay ers { "
     "   n ame: 'l oss' "   " ty pe: INFOGAIN_LOSS"   "  inf ogain_ l os s_ p aram { " 
    " sour ce:' /m y/infoga in/mat r ix '"
     "   } "    " bott o m: ' fc6' " 
      "   bot t om: 'label' "     "} "
   " l ay e rs {  "      "  na me:' accu racy '  " 
    " type :A CC U RACY "
      "} "
    "la yers{ "
      " name: 'bnl l ' "
     "  t y pe :  BNLL "
     "} "      "lay e rs { "
    "  name:  'euclide a n _loss' " 
    " ty p e :EUCLIDEAN_LOS S "
    "} "     "lay ers  {"
   "  name:'flatten '"    "   typ e : FLATTE N"
   "} "     " layer s {"   "  name :  ' h d f5_o ut pu t' " 
    "
gaussian' "
_ _   "_ __ _std:_0.005 "
 _  _ "  _ } "
__    "    bias_filler { "
   __ "___   type: 'constant'_"
    _ "_     value: 1. "
__  _ "    } "
  _   "  }_"
  ___ "  blobs_lr:_1. "
    _ "  blobs_lr: 2. "
_     " _weight_decay: 1. "
   _  "  weight_decay:_0. "
_    _"  bottom:_'norm1' "
_  _  "  top: 'fc6'_"
  _   "} "
 __  _"layers_{_"
 _  __" _name:'relu6'_"
     _"_ type: RELU "
   _  " _bottom:_'fc6' "
  _   " _top: 'fc6' "
   _ _"} "
_     "layers { "
   _  "  name: 'drop6'_"
   _ _"_ type: DROPOUT_"
_ _   "  dropout_param {_"
 _    " _  dropout_ratio: 0.2_"
_     "_ } "
   _  "  bottom:_'fc6'_"
_    _"  top: 'fc6' "
 _  _ "} "
    __"layers { "
   __ "  name: 'loss' "
___   " _type: INFOGAIN_LOSS "
   _  "  infogain_loss_param { "
  _  _"    source:_'/my/infogain/matrix'_"
_     "  } "
 _ _  "_ bottom: 'fc6' "
      "_ bottom: 'label' "
   _  "} "
      "layers {_"
      " _name: 'accuracy' "
    _ "  type:_ACCURACY_"
      "}_"
___  _"layers { "
_  _ _"  name:_'bnll' "
_  __ "  type: BNLL "
      "} "
     _"layers { "
   _  "  name:_'euclidean_loss'_"
  _   "_ type: EUCLIDEAN_LOSS "
    _ "} "
      "layers_{_"
 _   _" _name: 'flatten'_"
  _ _ "_ type:_FLATTEN "
     _"}_"
      "layers { "
____  "_ name: 'hdf5_output'_"
  _  _"