CUDA-Q Enabled Resource Reduction for Quantum Clustering Algorithms

10 coreset representation of a 1K dataset with coresets as smaller and larger stars according to weight.

Quantum computers can use the quantum properties of superposition, entanglement, and interference to generalize learnings and insights from data. Such quantum…10 coreset representation of a 1K dataset with coresets as smaller and larger stars according to weight.

Quantum computers can use the quantum properties of superposition, entanglement, and interference to generalize learnings and insights from data. Such quantum machine learning (QML) techniques will eventually run on quantum-accelerated supercomputers that combine the processing powers of CPUs, GPUs, and QPUs to solve some of the world’s most complex problems. Many QML algorithms offer…

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Source:: NVIDIA