FLAG

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Augmentation types

1

Hi, I was wondering if rotation and transformations are the only 2 types of augmentations that applied in your pipeline. https://github.com/devnkong/FLAG/blob/7e48d9194d3a7f515335cc351a663d65e09c2e1c/deep_gcns_torch/utils/data_util.py#L76 Have you tried other augmentation transformations?

Xiaoyang-Rebecca

RuntimeError: [enforce fail at CPUAllocator.cpp:71]

1

Hi! When I try to run main.py in ogbn-products, I get this error: `RuntimeError: [enforce fail at CPUAllocator.cpp:71] . DefaultCPUAllocator: can't allocate memory: you tried to allocate 64597662208 bytes. Error...

xo28

Multi-gpu version

4

Dear authors, Thank you for this awesome work. I found the provided [examples](https://github.com/devnkong/FLAG/blob/main/ogb/graphproppred/mol/main_pyg.py) are very clear. However, I found it non-trivial to implement FLAG to a multi-GPU training for data...

mengliu1998

Evaluate on ogbg-code2

2

Hi, thank you for your great work and leaderboard contribution! As we have updated our `ogbg-code` to `ogbg-code2` in `ogb>=1.2.5`, would you mind using the new dataset? Apologies for the...

weihua916

Algorithm problem

2

Hi: After reading your paper and code, I have a question. In ogbn_protiens/attacks.py, function flag, I think it's the core of this algorithm. While In this function, you first calculate...

wangzeyu135798

default batch-size is too small

1

for deepergcn+flag on ogbn-mol-pcba and ogbg_ppa, the default batch-size is too small, and the training is too slow, how could you finish the experiment? have you changed the batch-size, and...

lipingcoding