nohup: ignoring input
You are using make version: 4.2.1

lstmtraining \
  --debug_interval 0 \
  --traineddata data/rus_old/rus_old.traineddata \
  --old_traineddata ./data/rus.traineddata \
  --continue_from data/rus/rus_old.lstm \
  --learning_rate 0.0001 \
  --model_output data/rus_old/checkpoints/rus_old \
  --train_listfile data/rus_old/list.train \
  --eval_listfile data/rus_old/list.eval \
  --max_iterations 60000 \
  --target_error_rate 0.01 \
2>&1 | tee -a data/rus_old/training.log
Loaded file data/rus_old/checkpoints/rus_old_checkpoint, unpacking...
Successfully restored trainer from data/rus_old/checkpoints/rus_old_checkpoint
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At iteration 27089/30100/30100, Mean rms=2.014%, delta=6.884%, char train=26.226%, word train=38.078%, skip ratio=0%,  wrote checkpoint.

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Layer 2=ConvNL: lr 0.000176777->-nan%, lr 0.00025->-nan% SAME
Layer 4=Lfys64: lr 0.000176777->-nan%, lr 0.00025->-nan% SAME
Layer 5=Lfx96: lr 0.000176777->-nan%, lr 0.00025->-nan% SAME
Layer 6=Lrx96: lr 0.000176777->-nan%, lr 0.00025->-nan% SAME
Layer 7=Lfx512: lr 0.000176777->-nan%, lr 0.00025->-nan% SAME
Layer 8=Output: lr 0.000176777->-nan%, lr 0.00025->-nan% SAME
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Warning: LSTMTrainer deserialized an LSTMRecognizer!
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UpdateSubtrainer:Sub:At iteration 23071/25100/25100, Mean rms=2.075%, delta=7.525%, char train=26.643%, word train=39.302%, skip ratio=0%, 
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UpdateSubtrainer:Sub:At iteration 29958/33700/33700, Mean rms=1.996%, delta=6.819%, char train=27.133%, word train=38.681%, skip ratio=0%, 
Warning: LSTMTrainer deserialized an LSTMRecognizer!
At iteration 36806/42600/42600, Mean rms=1.944%, delta=6.578%, char train=27.592%, word train=38.253%, skip ratio=0%,  sub_trainer=26.895 margin=2.5915598
Sub:At iteration 23071/25100/25100, Mean rms=2.075%, delta=7.525%, char train=26.643%, word train=39.302%, skip ratio=0%, 
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Sub:At iteration 26941/29900/29900, Mean rms=1.969%, delta=6.559%, char train=25.772%, word train=37.049%, skip ratio=0%, 
Sub:At iteration 27018/30000/30000, Mean rms=2.004%, delta=6.891%, char train=26.285%, word train=37.534%, skip ratio=0%, 
Sub:At iteration 27094/30100/30100, Mean rms=2.02%, delta=7.047%, char train=26.192%, word train=37.637%, skip ratio=0%, 
Sub:At iteration 27169/30200/30200, Mean rms=1.996%, delta=6.957%, char train=25.541%, word train=37.142%, skip ratio=0%, 
Sub:At iteration 27251/30300/30300, Mean rms=2.001%, delta=7.074%, char train=25.308%, word train=37.227%, skip ratio=0%, 
Sub:At iteration 27323/30400/30400, Mean rms=1.996%, delta=7.039%, char train=25.196%, word train=37.129%, skip ratio=0%, 
Sub:At iteration 27402/30500/30500, Mean rms=1.993%, delta=7.06%, char train=25.173%, word train=37.08%, skip ratio=0%, 
Sub:At iteration 27483/30600/30600, Mean rms=2.002%, delta=7.287%, char train=25.023%, word train=36.953%, skip ratio=0%, 
Sub:At iteration 27563/30700/30700, Mean rms=2.036%, delta=7.561%, char train=25.799%, word train=37.572%, skip ratio=0%, 
Sub:At iteration 27644/30800/30800, Mean rms=2.007%, delta=7.277%, char train=25.363%, word train=37.408%, skip ratio=0%, 
Sub:At iteration 27720/30900/30900, Mean rms=2.011%, delta=7.529%, char train=25.212%, word train=37.173%, skip ratio=0%, 
Sub:At iteration 27805/31000/31000, Mean rms=2.014%, delta=7.514%, char train=25.076%, word train=37.175%, skip ratio=0%, 
Sub:At iteration 27879/31100/31100, Mean rms=2.022%, delta=7.404%, char train=25.604%, word train=37.367%, skip ratio=0%, 
Sub:At iteration 27959/31200/31200, Mean rms=2.014%, delta=7.364%, char train=25.325%, word train=37.164%, skip ratio=0%, 
Sub:At iteration 28044/31300/31300, Mean rms=2.043%, delta=7.535%, char train=26.009%, word train=37.927%, skip ratio=0%, 
Sub:At iteration 28132/31400/31400, Mean rms=2.062%, delta=7.624%, char train=26.195%, word train=38.054%, skip ratio=0%, 
Sub:At iteration 28208/31500/31500, Mean rms=2.037%, delta=7.508%, char train=25.706%, word train=37.689%, skip ratio=0%, 
Sub:At iteration 28290/31600/31600, Mean rms=2.04%, delta=7.509%, char train=25.917%, word train=37.763%, skip ratio=0%, 
Sub:At iteration 28368/31700/31700, Mean rms=2.021%, delta=7.263%, char train=25.592%, word train=37.473%, skip ratio=0%, 
Sub:At iteration 28454/31800/31800, Mean rms=2.019%, delta=7.343%, char train=25.255%, word train=37.013%, skip ratio=0%, 
Sub:At iteration 28537/31900/31900, Mean rms=2.025%, delta=7.436%, char train=25.303%, word train=36.854%, skip ratio=0%, 
Sub:At iteration 28616/32000/32000, Mean rms=2.007%, delta=7.311%, char train=25.012%, word train=36.569%, skip ratio=0%, 
Sub:At iteration 28694/32100/32100, Mean rms=1.991%, delta=7.314%, char train=24.654%, word train=36.609%, skip ratio=0%, 
Sub:At iteration 28775/32200/32200, Mean rms=2.016%, delta=7.424%, char train=25.281%, word train=37.29%, skip ratio=0%, 
Sub:At iteration 28856/32300/32300, Mean rms=1.981%, delta=7.169%, char train=24.631%, word train=36.551%, skip ratio=0%, 
Sub:At iteration 28942/32400/32400, Mean rms=2.005%, delta=7.318%, char train=25.095%, word train=37.067%, skip ratio=0%, 
Sub:At iteration 29014/32500/32500, Mean rms=2.015%, delta=7.314%, char train=25.422%, word train=37.512%, skip ratio=0%, 
Sub:At iteration 29101/32600/32600, Mean rms=2.023%, delta=7.333%, char train=25.695%, word train=38.026%, skip ratio=0%, 
Sub:At iteration 29176/32700/32700, Mean rms=2.02%, delta=7.309%, char train=25.551%, word train=37.832%, skip ratio=0%, 
Sub:At iteration 29256/32800/32800, Mean rms=2.026%, delta=7.388%, char train=25.595%, word train=37.83%, skip ratio=0%, 
Sub:At iteration 29335/32900/32900, Mean rms=2.027%, delta=7.276%, char train=25.66%, word train=38.135%, skip ratio=0%, 
Sub:At iteration 29410/33000/33000, Mean rms=2.028%, delta=7.263%, char train=25.847%, word train=38.173%, skip ratio=0%, 
Sub:At iteration 29490/33100/33100, Mean rms=2.035%, delta=7.341%, char train=25.698%, word train=37.975%, skip ratio=0%, 
Sub:At iteration 29569/33200/33200, Mean rms=2.031%, delta=7.273%, char train=25.88%, word train=37.842%, skip ratio=0%, 
Sub:At iteration 29649/33300/33300, Mean rms=2.058%, delta=7.514%, char train=26.86%, word train=38.702%, skip ratio=0%, 
Sub:At iteration 29728/33400/33400, Mean rms=2.022%, delta=7.137%, char train=26.858%, word train=38.775%, skip ratio=0%, 
Sub:At iteration 29803/33500/33500, Mean rms=2.01%, delta=7.059%, char train=26.877%, word train=38.641%, skip ratio=0%, 
Sub:At iteration 29882/33600/33600, Mean rms=2%, delta=6.873%, char train=26.911%, word train=38.717%, skip ratio=0%, 
Sub:At iteration 29958/33700/33700, Mean rms=1.996%, delta=6.819%, char train=27.133%, word train=38.681%, skip ratio=0%, 
 New worst char error = 27.592At iteration 22982, stage 0, Eval Char error rate=24.272222, Word error rate=37.355914 wrote checkpoint.

At iteration 36883/42700/42700, Mean rms=1.942%, delta=6.584%, char train=27.292%, word train=37.967%, skip ratio=0%,  wrote checkpoint.

At iteration 36967/42800/42800, Mean rms=1.953%, delta=6.683%, char train=27.305%, word train=38.217%, skip ratio=0%,  wrote checkpoint.

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At iteration 37934/44100/44100, Mean rms=1.905%, delta=6.883%, char train=25.214%, word train=36.152%, skip ratio=0%,  wrote checkpoint.

At iteration 38012/44200/44200, Mean rms=1.933%, delta=6.981%, char train=25.871%, word train=36.872%, skip ratio=0%,  wrote checkpoint.

At iteration 38081/44300/44300, Mean rms=1.909%, delta=6.784%, char train=25.668%, word train=36.465%, skip ratio=0%,  wrote checkpoint.

At iteration 38149/44400/44400, Mean rms=1.928%, delta=6.995%, char train=25.93%, word train=36.345%, skip ratio=0%,  wrote checkpoint.

At iteration 38225/44500/44500, Mean rms=1.966%, delta=7.229%, char train=26.403%, word train=36.906%, skip ratio=0%,  wrote checkpoint.

At iteration 38302/44600/44600, Mean rms=1.937%, delta=7.006%, char train=25.794%, word train=36.593%, skip ratio=0%,  wrote checkpoint.

At iteration 38380/44700/44700, Mean rms=1.95%, delta=7.001%, char train=26.143%, word train=36.793%, skip ratio=0%,  wrote checkpoint.

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At iteration 38612/45000/45000, Mean rms=1.922%, delta=6.832%, char train=25.166%, word train=35.867%, skip ratio=0%,  wrote checkpoint.

At iteration 38688/45100/45100, Mean rms=1.924%, delta=6.78%, char train=25.154%, word train=35.669%, skip ratio=0%,  wrote checkpoint.

At iteration 38771/45200/45200, Mean rms=1.901%, delta=6.601%, char train=24.638%, word train=35.424%, skip ratio=0%,  wrote checkpoint.

At iteration 38845/45300/45300, Mean rms=1.91%, delta=6.711%, char train=24.804%, word train=35.808%, skip ratio=0%,  wrote checkpoint.

At iteration 38927/45400/45400, Mean rms=1.916%, delta=6.667%, char train=24.959%, word train=36.268%, skip ratio=0%,  wrote checkpoint.

At iteration 39005/45500/45500, Mean rms=1.898%, delta=6.574%, char train=24.665%, word train=35.941%, skip ratio=0%,  wrote checkpoint.

At iteration 39082/45600/45600, Mean rms=1.923%, delta=6.584%, char train=25.481%, word train=36.497%, skip ratio=0%,  wrote checkpoint.

At iteration 39154/45700/45700, Mean rms=1.921%, delta=6.561%, char train=25.696%, word train=36.775%, skip ratio=0%,  wrote checkpoint.

At iteration 39235/45800/45800, Mean rms=1.926%, delta=6.59%, char train=25.771%, word train=36.927%, skip ratio=0%,  wrote checkpoint.

At iteration 39318/45900/45900, Mean rms=1.93%, delta=6.574%, char train=25.928%, word train=37.144%, skip ratio=0%,  wrote checkpoint.

At iteration 39391/46000/46000, Mean rms=1.92%, delta=6.394%, char train=25.828%, word train=36.903%, skip ratio=0%,  wrote checkpoint.

At iteration 39463/46100/46100, Mean rms=1.914%, delta=6.278%, char train=25.958%, word train=36.931%, skip ratio=0%,  wrote checkpoint.

At iteration 39542/46200/46200, Mean rms=1.92%, delta=6.241%, char train=26.14%, word train=36.988%, skip ratio=0%,  wrote checkpoint.

At iteration 39621/46300/46300, Mean rms=1.919%, delta=6.173%, char train=26.136%, word train=36.929%, skip ratio=0%,  wrote checkpoint.

At iteration 39702/46400/46400, Mean rms=1.924%, delta=6.227%, char train=26.481%, word train=37.216%, skip ratio=0%,  wrote checkpoint.

At iteration 39782/46500/46500, Mean rms=1.939%, delta=6.291%, char train=27.398%, word train=38.161%, skip ratio=0%,  wrote checkpoint.

At iteration 39855/46600/46600, Mean rms=1.927%, delta=6.272%, char train=27.454%, word train=38.185%, skip ratio=0%,  wrote checkpoint.

At iteration 39928/46700/46700, Mean rms=1.93%, delta=6.261%, char train=27.435%, word train=38.033%, skip ratio=0%,  wrote checkpoint.

At iteration 40001/46800/46800, Mean rms=1.92%, delta=6.159%, char train=27.471%, word train=37.915%, skip ratio=0%,  wrote checkpoint.

At iteration 40077/46900/46900, Mean rms=1.91%, delta=6.161%, char train=27.531%, word train=37.569%, skip ratio=0%,  wrote checkpoint.

Warning: LSTMTrainer deserialized an LSTMRecognizer!
At iteration 40146/47000/47000, Mean rms=1.919%, delta=6.356%, char train=27.634%, word train=37.641%, skip ratio=0%,  New worst char error = 27.634At iteration 33066, stage 0, Eval Char error rate=32.396172, Word error rate=46.483141 wrote checkpoint.

At iteration 40224/47100/47100, Mean rms=1.922%, delta=6.327%, char train=27.5%, word train=37.911%, skip ratio=0%,  wrote checkpoint.

At iteration 40299/47200/47200, Mean rms=1.909%, delta=6.311%, char train=27.183%, word train=37.656%, skip ratio=0%,  wrote checkpoint.

At iteration 40369/47300/47300, Mean rms=1.91%, delta=6.443%, char train=27.192%, word train=37.428%, skip ratio=0%,  wrote checkpoint.

At iteration 40445/47400/47400, Mean rms=1.912%, delta=6.373%, char train=27.367%, word train=37.704%, skip ratio=0%,  wrote checkpoint.

At iteration 40513/47500/47500, Mean rms=1.886%, delta=6.142%, char train=26.629%, word train=36.69%, skip ratio=0%,  wrote checkpoint.

At iteration 40582/47600/47600, Mean rms=1.882%, delta=6.184%, char train=26.362%, word train=36.166%, skip ratio=0%,  wrote checkpoint.

At iteration 40656/47700/47700, Mean rms=1.894%, delta=6.247%, char train=26.593%, word train=36.354%, skip ratio=0%,  wrote checkpoint.

At iteration 40732/47800/47800, Mean rms=1.881%, delta=6.148%, char train=26.095%, word train=36.048%, skip ratio=0%,  wrote checkpoint.

At iteration 40806/47900/47900, Mean rms=1.873%, delta=6.169%, char train=25.688%, word train=35.93%, skip ratio=0%,  wrote checkpoint.

At iteration 40878/48000/48000, Mean rms=1.877%, delta=6.217%, char train=25.91%, word train=36.152%, skip ratio=0%,  wrote checkpoint.

At iteration 40951/48100/48100, Mean rms=1.868%, delta=6.32%, char train=25.847%, word train=35.927%, skip ratio=0%,  wrote checkpoint.

At iteration 41026/48200/48200, Mean rms=1.883%, delta=6.45%, char train=25.783%, word train=35.672%, skip ratio=0%,  wrote checkpoint.

At iteration 41102/48300/48300, Mean rms=1.885%, delta=6.364%, char train=26.097%, word train=36.336%, skip ratio=0%,  wrote checkpoint.

At iteration 41179/48400/48400, Mean rms=1.876%, delta=6.363%, char train=25.925%, word train=35.98%, skip ratio=0%,  wrote checkpoint.

At iteration 41249/48500/48500, Mean rms=1.855%, delta=6.436%, char train=25.367%, word train=35.603%, skip ratio=0%,  wrote checkpoint.

At iteration 41328/48600/48600, Mean rms=1.899%, delta=6.684%, char train=26.059%, word train=36.327%, skip ratio=0%,  wrote checkpoint.

At iteration 41400/48700/48700, Mean rms=1.873%, delta=6.526%, char train=25.652%, word train=36.098%, skip ratio=0%,  wrote checkpoint.

At iteration 41468/48800/48800, Mean rms=1.878%, delta=6.604%, char train=25.906%, word train=36.116%, skip ratio=0%,  wrote checkpoint.

At iteration 41543/48900/48900, Mean rms=1.9%, delta=6.651%, char train=26.359%, word train=36.629%, skip ratio=0%,  wrote checkpoint.

At iteration 41614/49000/49000, Mean rms=1.888%, delta=6.667%, char train=25.985%, word train=36.133%, skip ratio=0%,  wrote checkpoint.

At iteration 41686/49100/49100, Mean rms=1.896%, delta=6.584%, char train=26.18%, word train=36.225%, skip ratio=0%,  wrote checkpoint.

At iteration 41764/49200/49200, Mean rms=1.881%, delta=6.482%, char train=26.234%, word train=36.324%, skip ratio=0%,  wrote checkpoint.

At iteration 41840/49300/49300, Mean rms=1.882%, delta=6.428%, char train=25.783%, word train=35.74%, skip ratio=0%,  wrote checkpoint.

At iteration 41919/49400/49400, Mean rms=1.861%, delta=6.336%, char train=25.211%, word train=35.556%, skip ratio=0%,  wrote checkpoint.

At iteration 41990/49500/49500, Mean rms=1.872%, delta=6.368%, char train=25.375%, word train=35.54%, skip ratio=0%,  wrote checkpoint.

At iteration 42078/49600/49600, Mean rms=1.852%, delta=6.158%, char train=25.021%, word train=35.635%, skip ratio=0%,  wrote checkpoint.

At iteration 42155/49700/49700, Mean rms=1.863%, delta=6.277%, char train=25.345%, word train=35.808%, skip ratio=0%,  wrote checkpoint.

At iteration 42230/49800/49800, Mean rms=1.865%, delta=6.235%, char train=25.405%, word train=36.086%, skip ratio=0%,  wrote checkpoint.

At iteration 42309/49900/49900, Mean rms=1.867%, delta=6.293%, char train=25.385%, word train=35.94%, skip ratio=0%,  wrote checkpoint.

At iteration 42382/50000/50000, Mean rms=1.876%, delta=6.204%, char train=25.885%, word train=36.541%, skip ratio=0%,  wrote checkpoint.

At iteration 42460/50100/50100, Mean rms=1.886%, delta=6.307%, char train=26.19%, word train=36.923%, skip ratio=0%,  wrote checkpoint.

At iteration 42531/50200/50200, Mean rms=1.88%, delta=6.27%, char train=26.011%, word train=36.91%, skip ratio=0%,  wrote checkpoint.

At iteration 42613/50300/50300, Mean rms=1.886%, delta=6.347%, char train=26.271%, word train=37.151%, skip ratio=0%,  wrote checkpoint.

At iteration 42686/50400/50400, Mean rms=1.884%, delta=6.25%, char train=26.219%, word train=36.787%, skip ratio=0%,  wrote checkpoint.

At iteration 42758/50500/50500, Mean rms=1.879%, delta=6.076%, char train=26.277%, word train=36.801%, skip ratio=0%,  wrote checkpoint.

At iteration 42839/50600/50600, Mean rms=1.872%, delta=6.046%, char train=26.194%, word train=36.417%, skip ratio=0%,  wrote checkpoint.

At iteration 42913/50700/50700, Mean rms=1.873%, delta=6.004%, char train=26.003%, word train=36.191%, skip ratio=0%,  wrote checkpoint.

At iteration 42998/50800/50800, Mean rms=1.901%, delta=6.222%, char train=26.607%, word train=36.784%, skip ratio=0%,  wrote checkpoint.

At iteration 43072/50900/50900, Mean rms=1.899%, delta=6.198%, char train=27.135%, word train=37.296%, skip ratio=0%,  wrote checkpoint.

At iteration 43141/51000/51000, Mean rms=1.906%, delta=6.221%, char train=27.501%, word train=37.42%, skip ratio=0%,  wrote checkpoint.

At iteration 43216/51100/51100, Mean rms=1.907%, delta=6.176%, char train=27.31%, word train=37.37%, skip ratio=0%,  wrote checkpoint.

Warning: LSTMTrainer deserialized an LSTMRecognizer!
At iteration 43292/51200/51200, Mean rms=1.916%, delta=6.179%, char train=27.643%, word train=37.6%, skip ratio=0%,  New worst char error = 27.643At iteration 36806, stage 0, Eval Char error rate=23.781702, Word error rate=35.379087 wrote checkpoint.

At iteration 43366/51300/51300, Mean rms=1.895%, delta=6.053%, char train=27.514%, word train=37.254%, skip ratio=0%,  wrote checkpoint.

Warning: LSTMTrainer deserialized an LSTMRecognizer!
At iteration 43440/51400/51400, Mean rms=1.913%, delta=6.254%, char train=27.716%, word train=37.434%, skip ratio=0%,  New worst char error = 27.716At iteration 40146, stage 0, Eval Char error rate=24.336749, Word error rate=36.439899 wrote checkpoint.

At iteration 43514/51500/51500, Mean rms=1.923%, delta=6.284%, char train=27.714%, word train=37.583%, skip ratio=0%,  wrote checkpoint.

At iteration 43589/51600/51600, Mean rms=1.92%, delta=6.316%, char train=27.474%, word train=37.414%, skip ratio=0%,  wrote checkpoint.

At iteration 43666/51700/51700, Mean rms=1.926%, delta=6.403%, char train=27.649%, word train=37.642%, skip ratio=0%,  wrote checkpoint.

At iteration 43741/51800/51800, Mean rms=1.905%, delta=6.222%, char train=27.514%, word train=37.349%, skip ratio=0%,  wrote checkpoint.

At iteration 43809/51900/51900, Mean rms=1.884%, delta=6.081%, char train=26.951%, word train=36.626%, skip ratio=0%,  wrote checkpoint.

At iteration 43874/52000/52000, Mean rms=1.867%, delta=5.992%, char train=26.47%, word train=36.235%, skip ratio=0%,  wrote checkpoint.

At iteration 43946/52100/52100, Mean rms=1.866%, delta=5.989%, char train=26.676%, word train=36.196%, skip ratio=0%,  wrote checkpoint.

At iteration 44020/52200/52200, Mean rms=1.847%, delta=5.974%, char train=26.177%, word train=35.804%, skip ratio=0%,  wrote checkpoint.

At iteration 44087/52300/52300, Mean rms=1.83%, delta=5.954%, char train=25.627%, word train=35.104%, skip ratio=0%,  wrote checkpoint.

At iteration 44161/52400/52400, Mean rms=1.83%, delta=5.988%, char train=25.773%, word train=35.125%, skip ratio=0%,  wrote checkpoint.

At iteration 44233/52500/52500, Mean rms=1.827%, delta=6.098%, char train=25.874%, word train=35.454%, skip ratio=0%,  wrote checkpoint.

At iteration 44308/52600/52600, Mean rms=1.84%, delta=6.186%, char train=26.059%, word train=35.514%, skip ratio=0%,  wrote checkpoint.

At iteration 44379/52700/52700, Mean rms=1.828%, delta=6.056%, char train=25.927%, word train=35.617%, skip ratio=0%,  wrote checkpoint.

At iteration 44458/52800/52800, Mean rms=1.842%, delta=6.106%, char train=26.223%, word train=35.999%, skip ratio=0%,  wrote checkpoint.

At iteration 44533/52900/52900, Mean rms=1.838%, delta=6.152%, char train=25.815%, word train=35.934%, skip ratio=0%,  wrote checkpoint.

At iteration 44605/53000/53000, Mean rms=1.862%, delta=6.161%, char train=26.328%, word train=36.378%, skip ratio=0%,  wrote checkpoint.

At iteration 44679/53100/53100, Mean rms=1.861%, delta=6.168%, char train=26.188%, word train=36.303%, skip ratio=0%,  wrote checkpoint.

At iteration 44743/53200/53200, Mean rms=1.867%, delta=6.216%, char train=26.247%, word train=36.213%, skip ratio=0%,  wrote checkpoint.

At iteration 44816/53300/53300, Mean rms=1.899%, delta=6.346%, char train=27.019%, word train=37.209%, skip ratio=0%,  wrote checkpoint.

At iteration 44891/53400/53400, Mean rms=1.887%, delta=6.329%, char train=26.574%, word train=36.999%, skip ratio=0%,  wrote checkpoint.

At iteration 44965/53500/53500, Mean rms=1.88%, delta=6.213%, char train=26.518%, word train=36.652%, skip ratio=0%,  wrote checkpoint.

At iteration 45040/53600/53600, Mean rms=1.865%, delta=6.055%, char train=26.499%, word train=36.505%, skip ratio=0%,  wrote checkpoint.

At iteration 45117/53700/53700, Mean rms=1.874%, delta=6.121%, char train=26.408%, word train=36.353%, skip ratio=0%,  wrote checkpoint.

At iteration 45188/53800/53800, Mean rms=1.839%, delta=5.968%, char train=25.476%, word train=35.518%, skip ratio=0%,  wrote checkpoint.

At iteration 45258/53900/53900, Mean rms=1.849%, delta=6.04%, char train=25.781%, word train=35.465%, skip ratio=0%,  wrote checkpoint.

At iteration 45339/54000/54000, Mean rms=1.84%, delta=6.093%, char train=25.426%, word train=35.365%, skip ratio=0%,  wrote checkpoint.

At iteration 45415/54100/54100, Mean rms=1.838%, delta=6.089%, char train=25.422%, word train=35.389%, skip ratio=0%,  wrote checkpoint.

At iteration 45487/54200/54200, Mean rms=1.835%, delta=6.016%, char train=25.464%, word train=35.299%, skip ratio=0%,  wrote checkpoint.

At iteration 45564/54300/54300, Mean rms=1.841%, delta=6.072%, char train=25.406%, word train=35.228%, skip ratio=0%,  wrote checkpoint.

At iteration 45637/54400/54400, Mean rms=1.847%, delta=5.984%, char train=25.887%, word train=35.416%, skip ratio=0%,  wrote checkpoint.

At iteration 45715/54500/54500, Mean rms=1.86%, delta=6.076%, char train=26.265%, word train=36.083%, skip ratio=0%,  wrote checkpoint.

At iteration 45789/54600/54600, Mean rms=1.854%, delta=6.122%, char train=25.92%, word train=36.022%, skip ratio=0%,  wrote checkpoint.

At iteration 45863/54700/54700, Mean rms=1.852%, delta=6.078%, char train=26.039%, word train=36.199%, skip ratio=0%,  wrote checkpoint.

At iteration 45936/54800/54800, Mean rms=1.856%, delta=6.029%, char train=26.178%, word train=36.328%, skip ratio=0%,  wrote checkpoint.

At iteration 46005/54900/54900, Mean rms=1.841%, delta=5.849%, char train=25.93%, word train=36.101%, skip ratio=0%,  wrote checkpoint.

At iteration 46077/55000/55000, Mean rms=1.835%, delta=5.794%, char train=25.995%, word train=36.003%, skip ratio=0%,  wrote checkpoint.

At iteration 46152/55100/55100, Mean rms=1.823%, delta=5.656%, char train=26.055%, word train=35.964%, skip ratio=0%,  wrote checkpoint.

At iteration 46232/55200/55200, Mean rms=1.862%, delta=5.893%, char train=27.03%, word train=36.997%, skip ratio=0%,  wrote checkpoint.

At iteration 46307/55300/55300, Mean rms=1.851%, delta=5.892%, char train=27.161%, word train=37.448%, skip ratio=0%,  wrote checkpoint.

At iteration 46381/55400/55400, Mean rms=1.852%, delta=5.853%, char train=27.557%, word train=37.865%, skip ratio=0%,  wrote checkpoint.

At iteration 46452/55500/55500, Mean rms=1.855%, delta=5.906%, char train=27.439%, word train=37.668%, skip ratio=0%,  wrote checkpoint.

UpdateSubtrainer:Sub:At iteration 30038/33800/33800, Mean rms=2.005%, delta=6.872%, char train=27.469%, word train=38.955%, skip ratio=0%, 
Warning: LSTMTrainer deserialized an LSTMRecognizer!
At iteration 46523/55600/55600, Mean rms=1.861%, delta=5.967%, char train=27.841%, word train=37.962%, skip ratio=0%,  sub_trainer=27.133 margin=2.6093687
Sub:At iteration 30038/33800/33800, Mean rms=2.005%, delta=6.872%, char train=27.469%, word train=38.955%, skip ratio=0%, 
 New worst char error = 27.841At iteration 43292, stage 0, Eval Char error rate=29.53236, Word error rate=39.315962 wrote checkpoint.

At iteration 46599/55700/55700, Mean rms=1.852%, delta=5.894%, char train=27.738%, word train=37.41%, skip ratio=0%,  wrote checkpoint.

At iteration 46675/55800/55800, Mean rms=1.861%, delta=6.107%, char train=27.791%, word train=37.331%, skip ratio=0%,  wrote checkpoint.

Warning: LSTMTrainer deserialized an LSTMRecognizer!
At iteration 46745/55900/55900, Mean rms=1.867%, delta=6.107%, char train=27.85%, word train=37.487%, skip ratio=0%,  New worst char error = 27.85At iteration 43440, stage 0, Eval Char error rate=25.675837, Word error rate=38.403866 wrote checkpoint.

At iteration 46817/56000/56000, Mean rms=1.876%, delta=6.174%, char train=27.9%, word train=37.537%, skip ratio=0%,  New worst char error = 27.9Previous test incomplete, skipping test at iteration46745 wrote checkpoint.

At iteration 46888/56100/56100, Mean rms=1.892%, delta=6.521%, char train=27.889%, word train=37.35%, skip ratio=0%,  wrote checkpoint.

At iteration 46966/56200/56200, Mean rms=1.87%, delta=6.315%, char train=27.371%, word train=36.796%, skip ratio=0%,  wrote checkpoint.

At iteration 47035/56300/56300, Mean rms=1.872%, delta=6.269%, char train=27.492%, word train=36.593%, skip ratio=0%,  wrote checkpoint.

At iteration 47105/56400/56400, Mean rms=1.86%, delta=6.243%, char train=27.021%, word train=36.284%, skip ratio=0%,  wrote checkpoint.

At iteration 47179/56500/56500, Mean rms=1.866%, delta=6.218%, char train=27.159%, word train=36.165%, skip ratio=0%,  wrote checkpoint.

At iteration 47252/56600/56600, Mean rms=1.844%, delta=5.981%, char train=26.614%, word train=35.493%, skip ratio=0%,  wrote checkpoint.

At iteration 47319/56700/56700, Mean rms=1.825%, delta=5.998%, char train=26.147%, word train=35.12%, skip ratio=0%,  wrote checkpoint.

At iteration 47391/56800/56800, Mean rms=1.83%, delta=5.999%, char train=26.307%, word train=35.38%, skip ratio=0%,  wrote checkpoint.

At iteration 47462/56900/56900, Mean rms=1.834%, delta=6.152%, char train=26.345%, word train=35.446%, skip ratio=0%,  wrote checkpoint.

At iteration 47534/57000/57000, Mean rms=1.838%, delta=6.329%, char train=26.048%, word train=35.224%, skip ratio=0%,  wrote checkpoint.

At iteration 47605/57100/57100, Mean rms=1.822%, delta=6.081%, char train=26.159%, word train=35.598%, skip ratio=0%,  wrote checkpoint.

At iteration 47677/57200/57200, Mean rms=1.822%, delta=6.171%, char train=26.402%, word train=35.922%, skip ratio=0%,  wrote checkpoint.

At iteration 47751/57300/57300, Mean rms=1.824%, delta=6.199%, char train=26.042%, word train=35.776%, skip ratio=0%,  wrote checkpoint.

At iteration 47825/57400/57400, Mean rms=1.852%, delta=6.349%, char train=26.471%, word train=36.134%, skip ratio=0%,  wrote checkpoint.

At iteration 47900/57500/57500, Mean rms=1.843%, delta=6.372%, char train=26.099%, word train=35.817%, skip ratio=0%,  wrote checkpoint.

At iteration 47967/57600/57600, Mean rms=1.872%, delta=6.663%, char train=26.629%, word train=36.639%, skip ratio=0%,  wrote checkpoint.

At iteration 48040/57700/57700, Mean rms=1.897%, delta=6.789%, char train=27.088%, word train=37.11%, skip ratio=0%,  wrote checkpoint.

At iteration 48110/57800/57800, Mean rms=1.889%, delta=6.783%, char train=26.76%, word train=36.753%, skip ratio=0%,  wrote checkpoint.

At iteration 48178/57900/57900, Mean rms=1.884%, delta=6.664%, char train=26.767%, word train=36.7%, skip ratio=0%,  wrote checkpoint.

At iteration 48245/58000/58000, Mean rms=1.866%, delta=6.389%, char train=26.953%, word train=36.715%, skip ratio=0%,  wrote checkpoint.

At iteration 48317/58100/58100, Mean rms=1.866%, delta=6.308%, char train=26.695%, word train=36.282%, skip ratio=0%,  wrote checkpoint.

At iteration 48388/58200/58200, Mean rms=1.841%, delta=6.093%, char train=25.913%, word train=35.7%, skip ratio=0%,  wrote checkpoint.

At iteration 48458/58300/58300, Mean rms=1.822%, delta=5.936%, char train=25.72%, word train=35.135%, skip ratio=0%,  wrote checkpoint.

At iteration 48533/58400/58400, Mean rms=1.813%, delta=5.883%, char train=25.52%, word train=35.147%, skip ratio=0%,  wrote checkpoint.

At iteration 48612/58500/58500, Mean rms=1.815%, delta=5.781%, char train=25.925%, word train=35.693%, skip ratio=0%,  wrote checkpoint.

At iteration 48686/58600/58600, Mean rms=1.804%, delta=5.635%, char train=25.595%, word train=35.344%, skip ratio=0%,  wrote checkpoint.

At iteration 48757/58700/58700, Mean rms=1.798%, delta=5.506%, char train=25.665%, word train=35.334%, skip ratio=0%,  wrote checkpoint.

At iteration 48827/58800/58800, Mean rms=1.814%, delta=5.628%, char train=26.109%, word train=35.688%, skip ratio=0%,  wrote checkpoint.

At iteration 48905/58900/58900, Mean rms=1.825%, delta=5.65%, char train=26.362%, word train=36.203%, skip ratio=0%,  wrote checkpoint.

At iteration 48981/59000/59000, Mean rms=1.832%, delta=5.839%, char train=26.036%, word train=36.189%, skip ratio=0%,  wrote checkpoint.

At iteration 49057/59100/59100, Mean rms=1.833%, delta=5.764%, char train=26.177%, word train=36.508%, skip ratio=0%,  wrote checkpoint.

At iteration 49123/59200/59200, Mean rms=1.856%, delta=6.009%, char train=26.474%, word train=36.531%, skip ratio=0%,  wrote checkpoint.

At iteration 49195/59300/59300, Mean rms=1.848%, delta=5.918%, char train=26.215%, word train=36.324%, skip ratio=0%,  wrote checkpoint.

At iteration 49270/59400/59400, Mean rms=1.837%, delta=5.792%, char train=26.1%, word train=36.07%, skip ratio=0%,  wrote checkpoint.

At iteration 49342/59500/59500, Mean rms=1.832%, delta=5.845%, char train=26.056%, word train=35.947%, skip ratio=0%,  wrote checkpoint.

At iteration 49427/59600/59600, Mean rms=1.866%, delta=6.063%, char train=27.071%, word train=36.679%, skip ratio=0%,  wrote checkpoint.

At iteration 49497/59700/59700, Mean rms=1.863%, delta=6.048%, char train=27.314%, word train=37.328%, skip ratio=0%,  wrote checkpoint.

At iteration 49573/59800/59800, Mean rms=1.858%, delta=5.849%, char train=27.592%, word train=37.67%, skip ratio=0%,  wrote checkpoint.

At iteration 49642/59900/59900, Mean rms=1.865%, delta=5.989%, char train=27.646%, word train=37.74%, skip ratio=0%,  wrote checkpoint.

At iteration 49715/60000/60000, Mean rms=1.864%, delta=5.847%, char train=27.879%, word train=37.777%, skip ratio=0%,  wrote checkpoint.

Finished! Error rate = 24.361

lstmtraining \
--stop_training \
--continue_from data/rus_old/checkpoints/rus_old_checkpoint \
--traineddata data/rus_old/rus_old.traineddata \
--model_output data/rus_old.traineddata
Loaded file data/rus_old/checkpoints/rus_old_checkpoint, unpacking...