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1. Use metadata.py to query these metadata
2. In CI, check each model has these metadata
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[ERROR] ModelError: An error occurred (ModelError) when calling the InvokeEndpoint operation: Received server error (500) from primary and could not load the entire response body. See https://eu-west-…
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I found the sparse tensor multiplication is very slow in the `GearNet` module.
Here is the main code in the `message_and_aggerate` :
```python
adjacency = utils.sparse_coo_tensor(
torch.st…
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### 🐛 Describe the bug
I have installed the torch and torch_sparse and pyg_lib packages successfully, but when I import torch_sparse just report error as folling:
```
OSError: dlopen(/Users/…
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In line #L517, nodes of the lowest layer are treated as input nodes for GCN. This suggests the lowest layer contains all the nodes in the sampled sub-graph. However, it is not always true.
For examp…
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您好:
我对graph_nn_decoder.py中的两处代码有一些疑问:
首先是94行中,`arc_mat = self.arc_attn_mat[k](head_arc, dept_arc)-1e9*(1-masks_2D)`,这里的`1e9*(1-masks_2D)`的作用是什么呢?通过biaffine获得的矩阵不能直接用于计算概率吗?
其次是GNN的逐层传播过…
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### 🐛 Describe the bug
I'm currently having problems similar to those detailed in issue #1478.
Comments on that issue, as well as the linked Stats SE post, mostly depict the occurrence of loss spi…
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### 🚀 The feature, motivation and pitch
In PyTorch, we have `torch.nn.Linear` and `torch.nn.functional.linear(x, w, b)`.
Do we have similar counterpart? For example, `torch_geometric.nn.GCNConv` and…
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🐛 Describe the bug
I try to train a GNN network based on Transformer_Conv. It worked well on GPU RTX 3090 but failed on GPU RTX 4090. I also tested other GNN Convs like GCNConv or GATConv, GCNConv…
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## 🐛 Bug
Passing cmap as a kwargs to `GNNExplainer.visualize_subgraph` leads to a
```
TypeError: draw_networkx_labels() got an unexpected keyword argument 'cmap'
```
## To Reproduce
Ste…