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lucidrains
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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
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