An LLVM-based C++ Compiler Toolchain for Variational Hybrid Quantum-Classical Algorithms and Quantum Accelerators.
Pradnya KhalateXin-Chuan WuShavindra P. PremaratneJustin HogaboamAdam HolmesAlbert SchmitzGian Giacomo GuerreschiXiang ZouA. Y. MatsuuraPublished in: CoRR (2022)
Keyphrases
- quantum computation
- computationally efficient
- learning algorithm
- computational complexity
- data sets
- data structure
- significant improvement
- computational cost
- theoretical analysis
- quantum mechanics
- orders of magnitude
- evolutionary algorithm
- probability ranking principle
- quantum computing
- image processing algorithms
- efficient implementation
- benchmark datasets
- machine learning algorithms
- programming language
- genetic algorithm