Optimization for performance and energy for batched matrix computations on GPUs.
Azzam HaidarTingxing DongPiotr LuszczekStanimire TomovJack J. DongarraPublished in: GPGPU@PPoPP (2015)
Keyphrases
- general purpose
- constrained optimization
- optimization process
- matrix multiplication
- global optimization
- energy consumption
- optimization problems
- optimization method
- parallel processing
- optimization methods
- efficient computation
- covariance matrix
- combinatorial optimization
- singular value decomposition
- matrix factorization
- optimization algorithm
- graphics processing units
- minimum energy
- real time