Characterizing Training Performance and Energy for Foundation Models and Image Classifiers on Multi-Instance GPUs.
Connor EspenshadeRachel PengEumin HongMax CalmanYue ZhuPritish ParidaEun Kyung LeeMartha A. KimPublished in: EuroMLSys@EuroSys (2024)
Keyphrases
- multi instance
- image content
- image retrieval
- image representation
- image classification
- training set
- input image
- training data
- probabilistic model
- machine learning algorithms
- image features
- training examples
- image segmentation
- similarity measure
- test images
- training samples
- machine learning methods
- decision trees
- bayesian framework
- segmentation method
- energy function
- naive bayes
- segmentation algorithm
- machine learning
- model selection
- multi class