lightaime / deep_gcns_torch

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

lightaime/deep_gcns_torch Issues

How to run link_prediction
Updated a year ago
Segmentation error while training GNN'1000 and request for DEQ-GCN
Closed a year ago1
DEQ-GNN
Updated 2 years ago2
Ablation study of Dilation
Updated 2 years ago
Dilated layer takes more than `k` neightbours
Updated 2 years ago5
RuntimeError: [enforce fail at CPUAllocator.cpp:71]
Closed 2 years ago8
Unable to train ogbg_ppa network
Closed 2 years ago4
Question) Why use invertible Checkpoint Module in ogb_eff/ogbn_protiens
Closed 2 years ago5
DilatedKnnGraph batch size in "matrix" mode
Updated 2 years ago
AttributeError from 'torch_vertex.py'
Closed 2 years ago1
default batch-size is too small, and the training is too slow
Closed 3 years ago2
Would you consider providing codes based on `DGL`?
Closed 3 years ago2
How much memory need in ogbn_products test?
Closed 4 years ago4
RuntimeError: The following operation failed in the TorchScript interpreter + CUDA OOM
Closed 3 years ago4
Question about the sequence of act layer and norm layer
Closed 3 years ago1
About OGB submission
Closed 3 years ago4
About ogbg-molhiv results
Closed 3 years ago2
Not using edge features
Closed 3 years ago1
error when running visualize.py for part_sem_seg example
Closed 3 years ago1
Code for reproducing OGB results table
Closed 3 years ago1
GPU Memory is too high when using knn
Closed 3 years ago1
Question about dataset.
Closed 3 years ago1
Evaluation metrics for partnet dataset is different from original paper
Closed 3 years ago2
the pytorch geometric install commands need to be updated
Closed 3 years ago1
AttributeError: 'SummaryWriter' object has no attribute 'scalar_summary'
Closed 3 years ago2
error occurs in training modelnet40 after epoch 20
Closed 4 years ago2
RuntimeError: Error(s) in loading state_dict for DeepGCN during loading the pretrained model
Closed 4 years ago2
What is your version of PyTorch？1.2.0？or>=1.4.0
Closed 4 years ago5
DeeperGCNs on 3D Point Clouds
Updated 4 years ago2
In the class GENConv, should the output dimension of edge_encoder be in_dim instead of emb_dim?
Closed 4 years ago1
May be a serious bug
Closed 4 years ago1
Cannot load pretrained model
Closed 4 years ago5
Pre-trained model
Closed 4 years ago2
ImportError: cannot import name 'scale_translate_pointcloud' from 'utils'
Closed 4 years ago2
怎么让NeighborSampler 和deepgcn配合使用 ???
Closed 4 years ago1
Error when training sem_seg_sparse with dense block
Closed 4 years ago3
My training is very slow
Closed 4 years ago6
torch_sparse version problem
Closed 4 years ago5
visualization
Closed 4 years ago1
Different way of defining global pooling?
Closed 4 years ago8
PartNet code typo
Closed 4 years ago3
GPU's capacity
Closed 4 years ago3
Can deep_gcn take point cloud repressed by 3d coordinate only?
Closed 4 years ago3
Questions about 'torch_geometric.datasets.S3DIS'
Closed 4 years ago2
About pytorch average mIOU(over 6 areas) for S3DIS.
Closed 4 years ago4
Latest versions of torch-sparse and torch-scatter are incompatible with pytorch 1.2
Closed 4 years ago1
about the reproducible result on S3DIS dataset
Closed 4 years ago2
Cannot run GAT with multiple heads attention on PPI
Closed 4 years ago2
can add some examples such as cora, mnist ??
Closed 5 years ago1
RuntimeError: size mismatch, m1: [2339 x 100], m2: [20 x 256] at /opt/conda/conda-bld/pytorch_1556653215914/work/aten/src/THC/generic/THCTensorMathBlas.cu:268
Closed 5 years ago2