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## Keyword: sgd
### A Convergence Theory for Federated Average: Beyond Smoothness
- **Authors:** Authors: Xiaoxiao Li, Zhao Song, Runzhou Tao, Guangyi Zhang
- **Subjects:** Machine Learning (cs.LG);…
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## Start with the `why`:
The `why` of this effort (and initial research) is that any many applications depth cameras (and even sometimes LIDAR) are not sufficient to successfully detect objects in …
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### Describe the problem the feature is intended to solve
We would like to serve fully-convolutional segmentation models whose input and output tensor sizes are flexible, but not identical. In this …
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Hi,
We've talked about your input pipeline in StackOverflow and since you advised me to open an issue here, here I am. You've helped me a lot already but I would like to know more about the actual …
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We're interested in enhancing the ML/MM method by including intermolecular interactions between the ML and MM regions of the system. There is some discussion on the slack channel for this about which …
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Hey there @palle-k, I really love this project and I think it is really awesome! I'd really like to help out and contribute, but DL4S seems pretty complete to me. Is there anything that I could help w…
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Version 0.10 is released now. If no major bugs surface in the next few days the server will start enforcing this version.
There is this 1500+ post issue where most plans for the future were posted …
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I found that the test data was also calculated into the adjacency matrix in the preprocessing stage, so if I have a sentence that does not appear in the data set at all, do I have to recalculate the a…
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We have downloaded latest master branch code and compiled darknet using Cmake-GUI. We are encountering an error **"CUDA Error Prev: an illegal memory access was encountered"** at specific interval of …
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In https://github.com/Lasagne/Recipes/pull/23#issuecomment-141979978, @skaae brought up the idea of splitting up the recurrent layers into layers performing a single computation step and a container l…