mlsys
Here are 20 public repositories matching this topic...
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
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May 14, 2021
My collection of Distributed system papers, especially for ML.
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May 17, 2022
Accelerating Deep Learning Training (DLT) from Storage Perspective
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Oct 16, 2022
Enhancing TVM Autotuner to Optimize for Energy Efficiency
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Apr 30, 2024 - Jupyter Notebook
NAACL '24 (Demo) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
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Apr 20, 2024 - Python
Federated Learning Systems Paper List
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Feb 7, 2024
A GPT-3.5 & GPT-4 Workload Trace to Optimize LLM Serving Systems
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Apr 28, 2024
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
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May 3, 2024 - Python
Optimal Sparse Decision Trees
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Apr 27, 2023 - Python
Deep Learning Energy Measurement and Optimization
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May 16, 2024 - Python
A scalable & efficient active learning/data selection system for everyone.
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Nov 20, 2023 - Python
Machine Learning Framework for Operating Systems - Brings ML to Linux kernel
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Dec 13, 2021 - C
FedScale is a scalable and extensible open-source federated learning (FL) platform.
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Dec 18, 2023 - Python
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