carpedm20 / carpedm20/DCGAN-tensorflow
The Model is unstable
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Description
After training my own dataset, the model began to become unstable. The effect after visualization as shown:The output of d and d_ begins collapse after the 8 epochs.
Excuse me, what is the cause of this?
Contributor guide
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Research direction
Start by reproducing the report with the author's own dataset and the training setup used for DCGAN-tensorflow. Inspect the visualization of d and d_ around epoch 8 and compare it with a known-good training run. Done requires identifying a reproducible cause of the instability and documenting a verified fix or configuration change.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- tensorflow
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100