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PowerTrain: Fast, Generalizable Time and Power Prediction Models to Optimize DNN Training on Accelerated Edges.
Prashanthi S. K
Saisamarth Taluri
Beautlin S
Lakshya Karwa
Yogesh Simmhan
Published in:
CoRR (2024)
Keyphrases
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prediction accuracy
predictive model
prediction model
test set
training data
prior knowledge
structured prediction
statistical models
power consumption
experimental data
models built
radial basis function network
directed graph
neural network
model selection
supervised learning
genetic algorithm