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The problem of First 100 epoch done #4

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dovanchan opened this issue Mar 27, 2017 · 2 comments
Open

The problem of First 100 epoch done #4

dovanchan opened this issue Mar 27, 2017 · 2 comments

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@dovanchan
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dovanchan commented Mar 27, 2017

epoch 100 done
losses:
content_3_3: 7987.070312
content_4_3: 601.299927
style_1_2 : 3854174464.000000
style_2_2 : 7261279232.000000
style_3_3 : 1873770624.000000
style_4_3 : 32007.861328
tv : 360171.218750

when the first 100 epoch done,The result sometimes have no any change....
content image:
lion
after 100 epoch:
out_0100
but after 200 epoch done:
200

So,It looks like the first 100 epoch almost can not effect the content image ; Is it a bug?or do you have some advise for solving it?

@dsanno
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dsanno commented Mar 27, 2017

@dovanchan
Please tell me the command line options to reproduce.
I will check it.

@dovanchan
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dovanchan commented Mar 27, 2017

Now I know that's why, in the first 100 epochs,I think the learning rate is so big that no easy to reduce the loss.So I reduce the learning rate to 0.8 and it can effect the content image in the first 100 epoch now. Thanks for your contribution~
(python src/run.py -c /Users/DOVAN/Desktop/lion.png -s /Users/DOVAN/Desktop/kflower/K06.png -o /Users/DOVAN/Desktop/chai/lionK22 -g 0)

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