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## 🚀 Feature
### Motivation
DeepSpeed provides its own communication to improve DeepSpeed speed.
Here is an example: https://github.com/microsoft/Megatron-DeepSpeed/pull/50/files
#…
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## 🚀 Feature
### Motivation
Implements incremental block distributed data parallelism similar to https: ieeexplore.ieee.org/document/7472805.
This can mitigate the performance loss caused …
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This issues serves as the storage of all the related and useful material for the creation for Checklist and Prompt.
Summary of material is recommended to be written down to save the effort of other …
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## User story
As a user/data scientist/Machine Learning engineer,

I would like to be able to mount an OVHcloud Cloud Archive (Swift) on a notebook, job or app
so that I can use and explore my st…
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Timestamps for each individual talk
Hope it helps a bit
00:00:00 - Welcome!
00:00:42 - BastionAI: Towards an easy-to-use Privacy-preserving Deep Learning Framework - Daniel Huynh
00:31:38 - ML i…
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It may be possible to reduce the image sizes with multi-stage builds, though this might take lots of effort.
Some things that might be worth reading after a Google search on "NVIDIA multi stage bui…
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**Is your feature request related to a problem? Please describe.**
We want to have a feature that we can test our model before putting it in production. It means, we want to send some request to ou…
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**What questions are you trying to answer? Please describe.**
NVTabular data loader accelerates training of TensorFlow and PyTorch models. Benchmarks are based on local disks. In production systems, …
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A problem with the current scholarly resource special in Latin American production is identifying the correct knowledge area of an article. On this hand, the algorithm that could be using work to asso…