An Open-Source ML-Based Full-Stack Optimization Framework for Machine Learning Accelerators.
Hadi EsmaeilzadehSoroush GhodratiAndrew B. KahngJoon Kyung KimSean KinzerSayak KunduRohan MahapatraSusmita Dey ManasiSachin S. SapatnekarZhiang WangZiqing ZengPublished in: CoRR (2023)
Keyphrases
- machine learning
- open source
- main contribution
- neural network
- knowledge acquisition
- theoretical framework
- data mining
- computing systems
- pattern recognition
- knowledge representation
- data sets
- machine learning algorithms
- genetic algorithm
- simulated annealing
- optimization algorithm
- open source software
- inductive learning
- optimization scheme
- cloud computing
- computational intelligence
- information extraction
- probabilistic model
- decision trees
- computer vision
- artificial intelligence