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These would be incredibly useful for me: https://docs.nvidia.com/cuda/cusparse/index.html#cusparse-generic-function-spmm-op. I may get around to trying this eventually, but if someone wants to wrap t…
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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…
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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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In the paper describing the state of the library in version 2.0, you say that you've introduced the SpMM operation. However, I can not find the mentioned function in the code. Do you expect a user to …
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As a start:
https://github.com/lukeolson/sparse-ops
Steps:
1. add SpMV kernels for CSR, BSR, and blocked vectors
2. add SpMM kernels
3. modify setup to check for `-fopenmp`
4. profile `amg_…
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## 🔨Work Item
* Need to figure out a way to raise this error.
* Low priority since we can document it and TorchScript will also raise this error.
Project tracker: https://github.com/orgs/dmlc/p…
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Hi,
I'm trying to run your code for text classification tasks but I'm not sure about the hyperparameters setting here.
Currently, I'm using alpha = 0.05, and **normalize the final features as wh…
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| | |
|--------------------|----|
| Bugzilla Link | [PR52410](https://bugs.llvm.org/show_bug.cgi?id=52410) |
| Status | NEW |
| Importance | P enhancemen…
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This is nearly done, subject to some final testing on additional datasets to find edge cases.
@ctcyang has already looked at this and optimized some bits, but any feedback would be appreciated.
…
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# Milestone
- [ ] Blitz course to SparseTIR (due Nov 17)
- [ ] System Overview (for developers) (due Nov 20)
- [ ] Tutorial: SpMM operator and optimization (due Nov 23)
- [ ] Tutorial: SDDMM opera…