Begin to train the network ...

EPOCHES   :  1
BATCH_SIZE:  1
Train images number 100.

Train images samples 100.0.

source  : (1, 256, 256, 1)
original: (1, 256, 256, 1)
generate: (1, 256, 256, 1)

Elapsed time for preprocessing before actually train the model: 0:00:02.273016
Now begin to train the model...

step: 100,  total loss: 0.496588,  elapsed time: 0:00:06.394891
ssim_loss: 0.503412 
Done training! Elapsed time: 0:00:07.410595
Model is saved to: ./models/deepfuse_models/deepfuse_model_bs2_epoch4_all.ckpt

Successfully! Done training...