Comments (6)
Hi,
Do you succeed to train their models?
I tried to train their SAVN model, but I might have been stuck in the environments settings (e.g. python, torch, torchvision versions). I always met some errors when I ran their codes for training.
from savn.
Yes, I was able to run training and evaluation scripts for savn. But I didn't end up using this method as a baseline. I found it difficult to get this to work on the newer version of Ai2thor (3.3.4), because this codebase requires precomputed resnet features. The existing trained model (trained on ai2thor 1.0.0) doesn't work well with images from the new version.
from savn.
Would you mind giving me the package versions you use to train their models? (maybe you can run conda list or pip list to obtain the information)
It is impossible to install torch==0.4.1 now, and I install PyTorch using: conda install pytorch==1.8.1 torchvision==0.9.1 torchaudio==0.8.1 cudatoolkit=10.2 -c pytorch. However I met some errors.
from savn.
This is I believe the state of pytorch packages when I was working on this:
$ pip list | grep torch
efficientnet-pytorch 0.6.3
pytorch-lightning 1.3.8
segmentation-models-pytorch 0.2.0
torch 1.9.0+cu111
torchaudio 0.9.0
torchmetrics 0.4.1
torchvision 0.10.0+cu111
from savn.
Thanks for your information! I have run their codes successfully now.
from savn.
@YunlianMoon Glad it helped!
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Related Issues (20)
- data HOT 1
- About the Adjacency Matrix HOT 1
- reimplementation performance HOT 1
- Implement in online ai2thor simulator
- The problem about how to get the resnet18 features.
- Question about the data file 'visible_object_map.json'
- how to get the graph.json
- Testing for > 19 categories HOT 1
- training time? HOT 2
- RuntimeError when training the SAVN model HOT 1
- The gradients in self-supervised loss. HOT 1
- Question about 'visible_object_map.json'
- Details about the ai2thor robot
- About the search_and_save function,
- Is there any possiblity to get a ppo/dppo baseline?
- Why images_file_name is invalid?
- why backward is not implemented? HOT 1
- hand crafted self-interaction loss
- How to fix this error: module 'torch.nn' has no attribute '_VF' HOT 1
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