Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision.
Marcel AachRakesh SarmaEray InancMorris RiedelAndreas LintermannPublished in: SC Workshops (2023)
Keyphrases
- optimization problems
- computationally efficient
- theoretical analysis
- benchmark datasets
- neural network
- learning algorithm
- significant improvement
- optimization algorithm
- orders of magnitude
- stochastic gradient
- discrete optimization
- constrained optimization
- approximately optimal
- optimization approaches
- combinatorial optimization
- times faster
- optimization method
- computational efficiency
- feature space
- machine learning