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GitHub topics: systems-for-machine-learning

mental2008/awesome-papers

Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and other interesting stuffs).

Size: 15.2 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 105 - Forks: 4

knagrecha/saturn

Saturn accelerates the training of large-scale deep learning models with a novel joint optimization approach.

Language: Python - Size: 107 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 5

AIoT-MLSys-Lab/Mercury

[SenSys 2021] "Mercury: Efficient On-Device Distributed DNN Training via Stochastic Importance Sampling" by Xiao Zeng, Ming Yan, Mi Zhang

Language: Python - Size: 15.6 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

Related Keywords
systems-for-machine-learning 3 deep-learning 2 distributed-systems 1 distributed-training 1 gpt 1 gpu 1 gpu-computing 1 joint-optimization 1 large-language-models 1 large-model 1 llama 1 llama2 1 llmops 1 mlops 1 pytorch 1 query-optimization 1 training 1 ai-systems 1 ai 1 system-design 1 resource-scheduler 1 resource-management 1 research 1 remote-direct-memory-access 1 reading-notes 1 reading-list 1 paper-notes 1 paper-list 1 machine-learning-systems 1 machine-learning 1 gpu-virtualization 1 cloud-computing 1