AntreasAntoniou HowToTrainYourMAMLPytorch issues

AntreasAntoniou / HowToTrainYourMAMLPytorch

The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.

https://arxiv.org/abs/1810.09502

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mini_imagenet_full_size.tar.bz2

#49 Poizoner opened 3 months ago
2
The link of mini_imagenet gdrive folder doesn't work

#48 Sakiyary opened 8 months ago
13
Can't Reproduce MAML++ accuracy on Mini-Imagenet, In fact MAML outperforms it.

#47 RoozbehSanaei closed 10 months ago
5
Multi GPUs not working properly

#46 Apscg opened 1 year ago
1
Questions about the difference between the paper and the code implementation.

#45 epoch599 opened 2 years ago
1
value error

#44 zkk-web opened 2 years ago
1
How often are you calling the cosine annealer? (scheduler)

#43 brando90 closed 2 years ago
2
Backup running statistics is incorrect

#42 denizetkar opened 2 years ago
2
AttributeError: 'list' object has no attribute 'keys'

#41 rishabh004-ai opened 2 years ago
9
Sourcery refactored master branch

#40 sourcery-ai[bot] closed 2 years ago
2
could you give some tips for building a fully-connected network with MAML++

#39 HeegerGao opened 2 years ago
0
no defined parameter `learnable_per_layer_per_step_inner_loop_learning_rate`

#38 laiyongkui1997 opened 3 years ago
0
About zero_grad()

#37 whsun21 opened 3 years ago
0
Getting a MAML++ instance.

#36 brando90 opened 3 years ago
0
multi gpus version

#35 whsun21 opened 3 years ago
0
Meta-learned Checkpoints

#34 brando90 opened 4 years ago
0
about the "get_per_step_loss_importance_vector"

#33 liujianzhao6328057 opened 4 years ago
0
save and load optimizer stats along with the model

#32 pandeydeep9 closed 2 years ago
0
While saving model, save optimizer state dict as well

#31 pandeydeep9 closed 4 years ago
1
How many samples did you use for evaluation at meta-testing stage?

#30 abdullahjamal opened 4 years ago
1
About the configs of `MAML` and `MAML++`

#29 yang-jin-hai closed 4 years ago
4
How to deal with the situation when the number of inner-loop steps at test time is different from training time?

#28 Big-Wuu opened 4 years ago
1
Run Meta test

#27 qianjiangcn opened 4 years ago
1
Warm restarts?

#26 aatkinson closed 2 years ago
2
How to fix the CUDA out of memory error when using Multi-Step Loss Optimization (MSL)?

#25 machanic opened 4 years ago
1
line 244 in meta_neural_network_architectures.py

#24 RuohanW opened 4 years ago
4
Bias in final layer

#23 bkj opened 4 years ago
1
One question about Line 314 in meta_neural_network_architectures.py

#22 haichaoyu opened 4 years ago
1
Improved syntax and usability

#21 jaywonchung closed 2 years ago
0
Getting lesser accuracy on omniglot dataset than mentioned in the original paper.

#20 devil10 opened 4 years ago
3
Unable to use Custom Dataset

#19 alex-service-ml opened 5 years ago
6
how to add lstm layer as meta learner

#18 boy-be-ambitious opened 5 years ago
2
How to use dataparallel function of Pytorch in your implementation?

#17 rshaojimmy opened 5 years ago
0
regarding google colab

#16 vainaixr opened 5 years ago
0
regarding google colab

#15 vainaixr closed 5 years ago
0
Dataset links

#14 oneHuster closed 5 years ago
2
regarding google colab

#13 vainaixr closed 5 years ago
3
Fix dictionary order dependent behavior

#12 namsan96 closed 5 years ago
1
Saved model consistency

#11 namsan96 closed 5 years ago
4
Questions about MAML training time

#10 ptkin opened 5 years ago
2
Different performance on loading from saved parameters

#9 sholtodouglas closed 5 years ago
3
Questions about new networks

#8 buaaswf closed 5 years ago
3
Questions about mini-imagenet experiments

#7 silverbottlep opened 5 years ago
10
Dataset links

#6 luizgh closed 5 years ago
2
Training is very slow for MAML and MAML++?

#5 aniruddhraghu closed 5 years ago
10
Missing attribute self.use_bias in init of BatchNormReLUConv

#4 simonguiroy closed 5 years ago
2
argument `training` hard set to `True` in call to F.batch_norm

#3 simonguiroy closed 5 years ago
3
fixed rotationaugmentation for omniglot

#2 polo5 closed 5 years ago
1
Create LICENSE

#1 AntreasAntoniou closed 5 years ago
0