To run experiments:

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Caffe
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~/caffe/build/tools/caffe train -solver=/home/ubuntu/input_files/caffenet_solver_1000.prototxt -gpu 0,1,2,3

cuDNN v3:
I0406 08:43:21.649129 67969 solver.cpp:249] Time for iter 10-49 = 157.553

cuDNN v4:
I0406 08:19:46.305507 50745 solver.cpp:249] Time for iter 10-49 = 175.579

caffe:
I0406 08:31:01.003377 59363 solver.cpp:249] Time for iter 10-49 = 113.954


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CcT
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~/CaffeConTroll/caffe-ct train /home/ubuntu/input_files/caffenet_solver_1000_1GPU.prototxt -t
Total Time for iter 10-49 (seconds): 109.115

~/CaffeConTroll/caffe-ct train /home/ubuntu/input_files/caffenet_solver_1000_1GPU_CPU.prototxt -t
Total Time for iter 10-49 (seconds): 94.2206

time ~/CaffeConTroll/caffe-ct train /home/ubuntu/input_files/caffenet_solver_1000_4GPU.prototxt -t
Total Time for iter 10-49 (seconds): 34.0683
