Comments (5)
Hi @Comet2dh
This is not overfitting but very likely a problem of normalization.
- Have you seen #49? I did a recent PR to fix this issue.
- Are you on the latest code? If so, which torch version are you using? I can look into this.
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Thanks for your reply! @mli0603
but it seems not to be the case you mentioned, in fact,
- I downloaded the latest release of your code, so the 'BN issue' is not the problem.
- my torch version is 1.6.0, and my cuda version is 10.1.
from stereo-transformer.
This is odd. Do you mind sending me your checkpoint so I can take a look?
from stereo-transformer.
Sure. Thanks for your help. This is my checkpoint link:
https://drive.google.com/file/d/1lRkw-NgxgCMO4zG4TNw13hWngHNoF6Ec/view?usp=sharing
from stereo-transformer.
Hi @Comet2dh
When I inference with your checkpoint, the result is much better than what you have. I used both pytorch 1.5.1, 1.6.0 and 1.9.0. They gave me the same results.
I am still looking into what is going on. Meanwhile, do you mind directly running inference with your checkpoint and see if they agree with the tensorboard stats? I wonder if somethig is odd with the validation logic.
from stereo-transformer.
Related Issues (20)
- Questions about the evaluation results of Kitti (2015) HOT 4
- question about reproducing results on sceneflow HOT 2
- the prediction of scared dataset HOT 6
- disparity in the left figure is all 0 HOT 1
- '_pygit2.GitError' HOT 1
- Occlusion Mask GT on KITTI dataset HOT 2
- result predicted on kitti sample data error HOT 2
- _pygit2.GitError: Repository not found at . HOT 1
- CUDA out of memory HOT 2
- Training on KITTI HOT 2
- About rr loss HOT 1
- Unable to use `nn.DataParallel()` for multi-GPU training HOT 2
- CUDA Out of memory regardless of stride
- About the subset of the SceneFlow dataset HOT 1
- ZeroDivisionError: float division by zero
- Relative Positional Encoding
- undefined symbol: mkl_sparse_z_bsr_ng_avx521_sp_mv_i4 HOT 1
- Occlusion in SCARED
- Optimal Transport Cost Matrix HOT 1
- The default parameters of the model
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from stereo-transformer.