carpedm20 / carpedm20/DCGAN-tensorflow

d_loss decline and g_loss rise

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Description

hello. First tanks for your code. When i train the model for about 10k iterations 6 epoch.the d_loss decline and g_loss rise.as the pic show:
![_20180206103452](https://user-images.githubusercontent.com/14010625/35839073-6bd7dfc8-0b29-11e8-86f4-57d52f4a8d1d.jpg)

and this is my train command: python main.py --epoch=10 --batch_size=500 --input_height=100 --output_height=100
my data sample is about 250k.and the other set is the default.
thanks in advance

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Research direction

Start with main.py and reproduce the reported command: python main.py --epoch=10 --batch_size=500 --input_height=100 --output_height=100. Compare the loss behavior on the approximately 250k-sample dataset with the default data and inspect the attached plot; done means identifying whether the training behavior is expected or isolating a reproducible defect.

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Assessment

Tech stack
python, tensorflow
Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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