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Mobile Neural Network (MNN), a universal and efficient inference engine tailored to mobile applications. In this paper, the contributions of MNN include:
1. presenting a mechanism called pre-infer…
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Although server class GPU (A100, H100) are main target for production, some may have their own server with commercial GPU or want to develop optimizations on local GPU. Hence, we should attempt to sup…
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I wonder whether FedML support homomorphic encryption and multi-party secure computing functions.
I found "norm_diff_clipping" and "weak_dp" part in RobustAggregator while it is not enough for t…
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### 🐛 Describe the bug
Fails here: https://github.com/pytorch/pytorch/actions/runs/6138879778/job/16656457699?pr=108982
Also spotted in other PRs: https://github.com/pytorch/pytorch/actions/runs…
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In Gitlab CI, we can specify a Pipeline for each commit pushed where certain steps run only when we click them.
If using Jenkins Input then the Proceed or Abort button will stay there and the Jenki…
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Hi there,
Are there any implementations related to asynchronous FL?
Especially the state-of-the-art paper: Asynchronous Federated Optimization
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https://arxiv.org/pdf/1910.02653.pdf
稍微看了下,主要是把reomputation形式化成了一个整数规划问题,并且优化目标是minimize performance cost.
但是很奇怪的是没给出performance cost到底是怎么计算来的,文中说了是根据profile建了cost model,但是并没有给出数学形式. 已开issue质问.…
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I am so interested in the new thing "norm" when i read the codes in branch "mlsys-tutorial-2022", but i can't find a document for it to understand its function and how to use it. So i want to know wh…
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![image](https://user-images.githubusercontent.com/83761884/159165041-595a90d4-add9-4817-ac71-c7db48e3a615.png)
这里好像文献引用失败 @eedalong
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Is it possible to generate code for convolution operations? For example, for convolution with stride s, the tensor algebra expression O(m,h,w) = F(m,k,i,j) * I(k, h*s + i, w*s + j) is currently inval…