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Hello, I get this error when I run though maml_train.py.
When I try to test
`valid_task_iterable = fsmol_dataset.get_task_reading_iterable(DataFold.VALIDATION)`
`task = next(iter(valid_task_itera…
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## 一言でいうと
PyTorch用の敵対的学習ライブラリ。DNNベースの画像分類器に対する10以上の攻撃手法と8つの防御手法、および、GNNに対する9つの攻撃手法と4つの防御手法を検証することが可能。オープンソースで公開されている。
![DeepRobust](https://user-images.githubusercontent.com/12124329/82116499-3f8f…
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TorchBench CI has detected a performance signal or runtime regression.
Base PyTorch commit: 0200b1106c4fe80ea0884181dc8d649ef6078ea3
Affected PyTorch commit: 806d1a871ddfd2d38e1791489892009feaec842…
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### 🐛 Describe the bug
I was doing my graduation project relevant to an NLP task and I encountered this bug when I ran my GNN model training code. **This is my first time learning and using `torch_…
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## 🚀 Feature
Support for a new device in DGL - Intel GPU. The POC of Intel GPU support in DGL for GraphSAGE model is available here: https://github.com/RafLit/dgl/tree/xpu_poc.
## Motivation
Intel …
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### 🐛 Describe the bug
My code is like this:
```python
***The code for creating graph, GNN model***
train_loader = NeighborLoader(
train_data,
num_neighbors=[2] * 2,
batch_size=tr…
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* node feature descriptions
| attr | type | comment |
| :----------------------------- | :---------- | :-----------------------…
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Hi, first of all, thanks for releasing your CUDA operator for reranking.
However, I encountered memory allocation problems when dealing with large matrices which require more than 40GB VRAM.
Is th…
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Dashboard to track the performance of torchinductor on CPU.
cc @ezyang @msaroufim @wconstab @bdhirsh @anijain2305 @zou3519 @soumith @ngimel @chauhang
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## 🚀 Feature
Support binary classifier GNNs(output dimension 1, i.e. a single score) in GNNExplainer
## Motivation
GNNExplainer in DGL assumes multi-class classification as the objective of the c…