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## 진행사항
4회차 연구지도 이후 acsys11 서버에서 products dataset에 대해 training을 진행해 보았으나 CUDA out of memory가 발생하였습니다.
arxiv dataset에 대하여 library 상에서 코드의 실행 시간을 측정한 [**결과**](https://github.com/jh0shin/Graph-Ne…
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Why doesn't cuSPARSE support dense matrix sparse matrix multiplication resulting in a dense matrix? Many application scenarios require this. Please consider adding support.
```[tasklist]
### Tasks
…
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```bash
(astarnet) [AStarNet]$ python3 script/run.py -c config/transductive/fb15k237_astarnet.yaml --gpus [0]
12:22:42 Config file: config/transductive/fb15k237_astarnet.yaml
12:22:42 {'output_…
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It would be very useful to create a welcome guide to people willing to contribute to the library or using it at a more advanced level (e.g. in a bsc/msc project).
This guide should include:
**Ju…
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### 🚀 The feature, motivation and pitch
I am trying to deploy a pyg model with libtorch and use torch script to trace the model. I mainly use GINConv. When the index is in coo format, I can manage to…
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Hello! I really think your work is excellent, but I have a question to ask: Since I would like to integrate your work into another sparse solver, such as Petsc, could you please provide information on…
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## 🐛 Bug
RuntimeError: !t.is_cuda() INTERNAL ASSERT FAILED at /pytorch/aten/src/ATen/native/sparse/SparseTensorMath.cpp:591
## To Reproduce
File "/home/jinzhu/pro/UIL/GraphMatch/layers.py", lin…
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### 🚀 The feature, motivation and pitch
The goal of this roadmap is to optimize CPU performance for PyG (including `torch_scatter`, `torch_sparse`).
For the first step, we will start with single…
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In official documents, there is a notice 'Each function object is meant to be used only once (in the forward pass).' in subclass of torch.autograd.Function.
In model SpGraphAttentionLayer, you have u…
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## 🐛 Bug
CUDA gives non-deterministic results, while the CPU does. I have fixed the environment and followed the PyTorch documentation for all steps. Additionally, I have made sure to load the sa…