`test_decorrelated_batch_normalization` is flaky
See original GitHub issueThis is part of https://github.com/chainer/chainer/issues/6903 effort.
- Failure example: https://ci.preferred.jp/chainer.py27and35/2072/
- Failure test case:
TestDecorrelatedBatchNormalization_use_chainerx_false__chainerx_device_None__use_cuda_true__cuda_device_0__use_cudnn_never__cudnn_deterministic_false__autotune_false__cudnn_fast_batch_normalization_false__use_ideep_never_param_16_{ndim=1, contiguous='C', n_channels=8, groups=1, eps=2e-05, dtype=float32}.test_forward
- Tolerance:
E Not equal to tolerance rtol=0.001, atol=0.0001
E
E Mismatch: 1.25%
E Max absolute difference: 0.00017256
E Max relative difference: 0.00698882
Issue Analytics
- State:
- Created 4 years ago
- Comments:10 (10 by maintainers)
Top Results From Across the Web
[1804.08450] Decorrelated Batch Normalization - arXiv
In this work, we propose Decorrelated Batch Normalization (DBN), which not just centers and scales activations but whitens them.
Read more >Decorrelated Batch Normalization - CVF Open Access
In this work, we propose Decorre- lated Batch Normalization (DBN), which not just centers and scales activations but whitens them. We explore multiple...
Read more >Decorrelated Batch Normalization Explained | Papers With Code
Decorrelated Batch Normalization (DBN) is a normalization technique which not just centers and scales activations but whitens them. ZCA whitening instead of ...
Read more >Released Chainer v6.4.0
Fix decorrelated batch normalization when groups ≠ 1 (#7825); Support mixed16/float16 GroupNormalization (#8113) ...
Read more >[ CVPR 2018 / Paper Summary ] Decorrelated Batch ...
Batch normalization is a technique that standardize a given mini batch, in this work the authors have extended the concept to Decorrelated Batch ......
Read more >Top Related Medium Post
No results found
Top Related StackOverflow Question
No results found
Troubleshoot Live Code
Lightrun enables developers to add logs, metrics and snapshots to live code - no restarts or redeploys required.
Start FreeTop Related Reddit Thread
No results found
Top Related Hackernoon Post
No results found
Top Related Tweet
No results found
Top Related Dev.to Post
No results found
Top Related Hashnode Post
No results found
Top GitHub Comments
Reproduced, fails 290 times out of 10.000 tries. Talked to @toslunar and I will submit a PR applying his solution in #7900 for the link test case
The backport PR #8340 has not been merged.