[petr@hellmut Rice (master)]$ THEANO_FLAGS=mode=FAST_RUN,device=gpu,floatX=float32 python3 main.py
Using gpu device 0: GeForce GTS 450 (CNMeM is disabled)
INFO @2015-11-29 16:49:35,420: Loading the training patterns
INFO @2015-11-29 16:49:35,869: Loaded 50000 training patterns
INFO @2015-11-29 16:49:35,869: Loading the test patterns
INFO @2015-11-29 16:49:35,893: Loaded 10000 testing patterns
INFO @2015-11-29 16:49:35,893: Creating Theano input and target variables
INFO @2015-11-29 16:49:35,893: Building the network
INFO @2015-11-29 16:49:35,901: Creating the loss expression
INFO @2015-11-29 16:49:36,025: Creating the update expression
INFO @2015-11-29 16:49:36,068: Creating the test-loss expression
INFO @2015-11-29 16:49:36,074: Creating the test accuracy expression
INFO @2015-11-29 16:49:36,075: Compiling the train function (Theano)
INFO @2015-11-29 16:51:41,603: Compiling the validation function (Theano)
INFO @2015-11-29 16:51:56,563: Starting the training loop
INFO @2015-11-29 16:51:56,563: Epoch #0
INFO @2015-11-29 16:51:56,563: Passing over the training data
INFO @2015-11-29 16:51:56,570: Batch 0 in epoch #0
Error allocating 50176000 bytes of device memory (out of memory). Driver report 46776320 bytes free and 536018944 bytes total