980 matched titan

training.cuDNN.txt

   Creating library C:/Users/nobody/AppData/Local/Theano/compiledir_Windows-10-10.0.14393-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.13-64/tmpndc9wX_train shape: (60000L, 1L, 28L, 28L)
60000 train samples
10000 test samples
Train on 60000 samples, validate on 10000 samples
Epoch 1/12
60000/60000 [==============================] - 3s - loss: 0.3816 - acc: 0.8827 - val_loss: 0.1027 - val_acc: 0.9673
Epoch 2/12
60000/60000 [==============================] - 3s - loss: 0.1502 - acc: 0.9558 - val_loss: 0.0674 - val_acc: 0.9789
Epoch 3/12
60000/60000 [==============================] - 3s - loss: 0.1151 - acc: 0.9657 - val_loss: 0.0551 - val_acc: 0.9820
Epoch 4/12
60000/60000 [==============================] - 3s - loss: 0.0978 - acc: 0.9713 - val_loss: 0.0480 - val_acc: 0.9846
Epoch 5/12
60000/60000 [==============================] - 3s - loss: 0.0851 - acc: 0.9756 - val_loss: 0.0447 - val_acc: 0.9854
Epoch 6/12
60000/60000 [==============================] - 3s - loss: 0.0763 - acc: 0.9768 - val_loss: 0.0431 - val_acc: 0.9856
Epoch 7/12
60000/60000 [==============================] - 3s - loss: 0.0662 - acc: 0.9803 - val_loss: 0.0365 - val_acc: 0.9874
Epoch 8/12
60000/60000 [==============================] - 3s - loss: 0.0611 - acc: 0.9816 - val_loss: 0.0360 - val_acc: 0.9880
Epoch 9/12
60000/60000 [==============================] - 3s - loss: 0.0565 - acc: 0.9828 - val_loss: 0.0341 - val_acc: 0.9883
Epoch 10/12
60000/60000 [==============================] - 3s - loss: 0.0540 - acc: 0.9840 - val_loss: 0.0314 - val_acc: 0.9885
Epoch 11/12
60000/60000 [==============================] - 3s - loss: 0.0495 - acc: 0.9850 - val_loss: 0.0328 - val_acc: 0.9884
Epoch 12/12
60000/60000 [==============================] - 3s - loss: 0.0473 - acc: 0.9858 - val_loss: 0.0304 - val_acc: 0.98994/3110472886570442d26baa2b33213173.lib and object C:/Users/nobody/AppData/Local/Theano/compiledir_Windows-10-10.0.14393-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.13-64/tmpndc9w4/3110472886570442d26baa2b33213173.exp

DEBUG: nvcc STDOUT mod.cu
   Creating library C:/Users/nobody/AppData/Local/Theano/compiledir_Windows-10-10.0.14393-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.13-64/tmpwx_md6/bfcb557365bd226a512af965c2173d08.lib and object C:/Users/nobody/AppData/Local/Theano/compiledir_Windows-10-10.0.14393-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.13-64/tmpwx_md6/bfcb557365bd226a512af965c2173d08.exp

DEBUG: nvcc STDOUT mod.cu
   Creating library C:/Users/nobody/AppData/Local/Theano/compiledir_Windows-10-10.0.14393-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.13-64/tmpo7fwzz/6c2407cd47903371a6adb2201001b071.lib and object C:/Users/nobody/AppData/Local/Theano/compiledir_Windows-10-10.0.14393-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.13-64/tmpo7fwzz/6c2407cd47903371a6adb2201001b071.exp

DEBUG: nvcc STDOUT mod.cu
   Creating library C:/Users/nobody/AppData/Local/Theano/compiledir_Windows-10-10.0.14393-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.13-64/tmpbiismt/406342b9f048e78c91a74dc7142b38e7.lib and object C:/Users/nobody/AppData/Local/Theano/compiledir_Windows-10-10.0.14393-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.13-64/tmpbiismt/406342b9f048e78c91a74dc7142b38e7.exp

DEBUG: nvcc STDOUT mod.cu
   Creating library C:/Users/nobody/AppData/Local/Theano/compiledir_Windows-10-10.0.14393-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.13-64/tmpxcuawy/62ab6b4f50917e8055988d4a6b8bfa00.lib and object C:/Users/nobody/AppData/Local/Theano/compiledir_Windows-10-10.0.14393-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.13-64/tmpxcuawy/62ab6b4f50917e8055988d4a6b8bfa00.exp

DEBUG: nvcc STDOUT mod.cu
   Creating library C:/Users/nobody/AppData/Local/Theano/compiledir_Windows-10-10.0.14393-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.13-64/tmplyrsky/dcb82082161b164ce6994d800a46b69e.lib and object C:/Users/nobody/AppData/Local/Theano/compiledir_Windows-10-10.0.14393-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.13-64/tmplyrsky/dcb82082161b164ce6994d800a46b69e.exp

DEBUG: nvcc STDOUT mod.cu
   Creating library C:/Users/nobody/AppData/Local/Theano/compiledir_Windows-10-10.0.14393-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.13-64/tmpfskmhr/6858134157f5e9c57ce4f21f103326f6.lib and object C:/Users/nobody/AppData/Local/Theano/compiledir_Windows-10-10.0.14393-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.13-64/tmpfskmhr/6858134157f5e9c57ce4f21f103326f6.exp


Test score: 0.0303976632394
Test accuracy: 0.9899