systems-for-machine-learning

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mental2008 / awesome-papers
Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and other interesting stuffs).
paper-notes research machine-learning reading-list reading-notes system-design deep-learning cloud-computing resource-management machine-learning-systems paper-list gpu-virtualization resource-scheduler remote-direct-memory-access systems-for-machine-learning
22
knagrecha / saturn
Saturn accelerates the training of large-scale deep learning models with a novel joint optimization approach.
deep-learning distributed-systems distributed-training gpu gpu-computing joint-optimization large-language-models query-optimization systems-for-machine-learning training ai ai-systems gpt llmops mlops pytorch large-model llama llama2
Language:Python 19
AIoT-MLSys-Lab / Mercury
[SenSys 2021] "Mercury: Efficient On-Device Distributed DNN Training via Stochastic Importance Sampling" by Xiao Zeng, Ming Yan, Mi Zhang
systems-for-machine-learning
Language:Python 1