Unable to convergence

[handsomefengfeng]

I've trained the model on the given USR dataset.

None parameters were changed except the dataroot.

However, the generator was unable to convergence.

Meanwhile, the discriminator convergence better than the generator.

[handsomefengfeng]

Could you please provide any solution or suggestion? Thanks!!!

[1214710638]

Could you please provide any solution or suggestion? Thanks!!!

I have the same problem, have you solved it yet?

[xw-hu]

How about re-starting training? Maybe the initial random seed is not good.

[handsomefengfeng]

How about re-starting training? Maybe the initial random seed is not good.

The above is the result I re-trained on the provided USR dataset without any configs changed in the train_MaskShadowGAN.py.

You mean it's the unsatisfactory of initial random seed that make the loss not so smooth.
Could you please tell how to make the initial random seed appropriate?

Thanks~~! :)