The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink.
David A. PattersonJoseph GonzalezUrs HölzleQuoc V. LeChen LiangLluis-Miquel MunguiaDaniel RothchildDavid R. SoMaud TexierJeff DeanPublished in: Computer (2022)
Keyphrases
- machine learning
- supervised learning
- learning algorithm
- artificial intelligence
- machine learning methods
- training phase
- learning systems
- computer science
- inductive learning
- training set
- data mining
- training samples
- text classification
- decision trees
- machine learning approaches
- learning problems
- machine learning and data mining
- database
- covariate shift
- test set
- knowledge acquisition
- reinforcement learning
- knowledge base
- feature selection
- training examples
- text mining
- kernel methods
- natural language processing
- data analysis
- training process
- training algorithm
- computational biology
- feedforward neural networks
- information retrieval