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mdm's Issues

Code for evaluating conditional generation on QM9

Dear author, I tried to run the code for evaluating conditional generation on QM9(eval_conditional_qm9.py), but I found the code didn't work. Could you update the code please~
Best regards!

Use `pos_perturbed` to distinguish between `local_edge` and `global_edge`

Hello, you have done an excellent job. I have a simple question: why do you use pos_perturbed for the local_edge judgment instead of the original pos? In your paper, you mention that you aim to distinguish between covalent bonds and van der Waals forces using local_edge and global_edge. If you use pos_perturbed, wouldn't it make it difficult to accurately differentiate between the two?
image
2b050038c3ccb55c213b1aa81331444
daffc2de083849104eae052a28db15b

AttributeError

Hello, what could be the possible reason for this?
AttributeError: 'EGNNSparse' object has no attribute '__collect__'

Missing commands for conditional generation tasks

Hello, thank you for sharing your code. I encountered some issues while running it and would appreciate your assistance. I noticed that the provided code includes commands for running unconditional generation tasks but lacks commands for conditional generation. Could you please provide the corresponding commands for conditional generation to help us run the code more effectively? Thank you.

Training Time

Dear Authors,

How long does your method need to train?

error when running 'test_eval.py'

Hi, thanks for your code, it's great : )
I got an error when running the test and eval command in README.md: python test_eval.py --ckpt <checkpoint> --sampling_type generalized --w_global_pos 1 -- w_global_node 1 --w_local_pos 4 --w_local_node 5.
the error is as follows:
Traceback (most recent call last):
File "/data/0shared/xxx/xxx/MDM/eval.py", line 69, in retrieve_qm9_smiles
with open(file_name, 'rb') as f:
FileNotFoundError: [Errno 2] No such file or directory: '../qm9/temp/qm9_smiles.pickle'

Hope you'll help me with it, thanks a lot!!!

Pretrained checkpoints

Hi, thanks for this wonderful work! Would you like to release pre-trained checkpoints for QM9 and GeomDrug?

Code Error

Dear Authors,

When I run your code, there exists an error:

KeyError: 'positions is not a file in the archive'

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