sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
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Updated
May 3, 2024 - Python
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
Machine Learning Framework for Operating Systems - Brings ML to Linux kernel
My collection of Distributed system papers, especially for ML.
Accelerating Deep Learning Training (DLT) from Storage Perspective
Optimal Sparse Decision Trees
A scalable & efficient active learning/data selection system for everyone.
FedScale is a scalable and extensible open-source federated learning (FL) platform.
Federated Learning Systems Paper List
NAACL '24 (Demo) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
A GPT-3.5 & GPT-4 Workload Trace to Optimize LLM Serving Systems
Enhancing TVM Autotuner to Optimize for Energy Efficiency
Deep Learning Energy Measurement and Optimization
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