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## Keyword: efficient
### End-to-end codesign of Hessian-aware quantized neural networks for FPGAs and ASICs
- **Authors:** Javier Campos, Zhen Dong, Javier Duarte, Amir Gholami, Michael W. Mahoney,…
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### Is there an existing issue for this?
- [X] I have searched the existing issues and checked the recent builds/commits
### What happened?
i am getting this error when i click train.
![image](…
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**TL;DR:** Implementing block-sparse operations for faster matrix-multiplication.
Is this something worth adding to PyTorch?
Goals:
1. Faster matrix-multiplication by taking advantage of block-…
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hi @rouge012,
the co-occurrence matrix $A\in R^{N_v \times N_o} $ is a two dimension matrix, where $N_v$ indicates the length of verb categories and $N_o$ indicate the length of object catego…
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Hello Alex,
I'm just interest in your great project, and hope to learn something from it. But I found it hard to do experiments by the code.
So may I ask you the pretrained models for better under…
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If you encounter an issue or have a question, check the wiki before you raise an issue!
This way you don't have to wait for someone to reply and the issues section doesn't get filled with non issues …
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Some of these may be implemented under other names already, please ask if you are unsure! Feel free to add any new ones to the list. Note that we are happy to have original contributions as well!
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Does scikit-optimize do parallel optimization as in [the spearmint paper](https://papers.nips.cc/paper/4522-practical-bayesian-optimization-of-machine-learning-algorithms.pdf) if not, would you be int…
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## Motivation
We recently used [TorchOpt](https://github.com/metaopt/TorchOpt) as a functional optimizer API mentioned in [functorch parallel training example](https://github.com/pytorch/functorch…
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Sorry to post issue, but didn't see discussion section on the repo.
What are your thoughts on https://flax.readthedocs.io/en/latest/experimental/nnx/index.html and it's scope relative to equinox? D…