lucidrains byol-pytorch issues

lucidrains / byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

MIT License

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GPU Memory Usage Extremely High

#94 ClemensSchwarke closed 1 month ago
0
[BUG] in trainer.py

#93 ClemensSchwarke closed 1 month ago
1
Expected to have finished reduction in the prior iteration before starting a new one.

#92 DingHuilsp closed 4 months ago
1
duplicated calculation in gradient

#91 MaryAhn opened 9 months ago
15
Update forward method of BYOL

#90 akashsonowal closed 1 year ago
0
About target encoder

#89 ZhaoYuTJPU opened 1 year ago
3
Resnet with pre-trained initialization

#88 dpetrini opened 1 year ago
0
What does the register_hook do?

#87 YTHmamba opened 1 year ago
0
How to get embeddings using our own trained model on custom dataset

#86 mahaling opened 1 year ago
0
The loss has always been around 0.7

#85 liuzuo-byte opened 1 year ago
0
How to convert CKPT file to PTH file for prediction?

#84 weikai520 opened 2 years ago
0
loss_fn is not cosine_similarity??

#83 IQ17 closed 2 years ago
0
Increase EMA-parameter during training

#82 Benjamin-Hansson opened 2 years ago
1
Why the loss is different from BYOL authors'

#81 Jing-XING opened 2 years ago
2
fix:simsiam

#79 chingisooinar closed 2 years ago
1
How to cluster/predict images?

#78 laxmimerit opened 2 years ago
1
BN layer weights and biases are not updated

#77 kregmi opened 2 years ago
1
Reproducing cifar10 results

#76 diane-wagner closed 2 years ago
0
For BYOL, cosine similarity of two images should be evaluated by online_encoder or target_encoder?

#75 vincezengqiang closed 2 years ago
1
Warning: grad and param do not obey the gradient layout contract.

#74 mohaEs opened 2 years ago
3
EMA Update of bn buffer

#73 luyvlei opened 2 years ago
5
【beginner question】The loss should get larger or smaller? Thank you.

#72 guotong1988 closed 2 years ago
1
Intutions regarding setting up number of epochs when training on a novel dataset

#71 Sino0904 opened 2 years ago
0
batch_size does not work, always 2 images are fed into model

#70 Mollylulu closed 2 years ago
0
grayscale images

#69 matteoguarrera opened 2 years ago
0
Advice of how to avoid cuda out of memory?

#68 HyamsG opened 2 years ago
0
Have you run your implementation and compare with the published results?

#67 wetliu opened 2 years ago
0
erorr about load ckpt

#66 ghost opened 3 years ago
0
How to use the byol train our model?

#65 zhaowanpeng opened 3 years ago
0
Is there anybody do the experiment to see whether this code base align the accuracy with the BYOL paper?

#64 double-fire-0 opened 3 years ago
0
Hi, do you have pretrained checkpoints?

#63 CoinCheung opened 3 years ago
0
Throw error when retrieving an embedding for inferencing one image

#62 MimiCheng opened 3 years ago
5
error in image augmentation

#61 Jackie-LJQ opened 3 years ago
0
Need advice using custom dataset

#60 ramdhan1989 opened 3 years ago
1
Fine-tune VIT model with BYOL method

#59 khawar-islam opened 3 years ago
0
0.5.6 failing Multiple GPU Error

#58 shivam-aggarwal opened 3 years ago
3
0.5.5 version no longer returns projections.

#57 shivam-aggarwal closed 3 years ago
2
Cannot get embedding

#56 Yurushia1998 opened 3 years ago
1
Validation

#55 ivanpanshin opened 3 years ago
0
Correcting default behavior

#54 gauenk closed 3 years ago
2
Error when use 2 gpus

#53 superwj1990 opened 3 years ago
4
RuntimeError: Only Tensors created explicitly by the user (graph leaves) support the deepcopy protocol at the moment

#52 wengooooo closed 3 years ago
1
BYOL Pretrained Model

#51 AhmadM-DL closed 3 years ago
1
Code error when using torch.nn.DataParallel for multi-gpu: AssertionError: hidden layer avgpool never emitted an output

#50 SilverUnicorn opened 3 years ago
4
How to train the better backbone with BYOL?

#49 knaffe opened 3 years ago
1
How to transfer the trained ckpt to pytorch.pth model?

#48 knaffe closed 3 years ago
5
Add code for RAFT

#47 umbertov opened 3 years ago
2
Differences between BYOL and SimSiam

#46 SilverUnicorn closed 3 years ago
2
Add use_momentum support for Lightning

#45 mark-selyaeff closed 3 years ago
1
BYOL collapses

#44 mark-selyaeff opened 3 years ago
2