Presentation
PIANIST: Efficient Quantum Circuit Simulation using Commercial Processing-in-Memory System
DescriptionQuantum circuit simulations are essential for the verification of quantum algorithms. However, as the number of qubits increases, the memory requirements for performing full state vector simulations grow exponentially, leading to significant latency and energy overhead. Processing-in-Memory (PIM) can efficiently handle quantum circuit simulations.
In this paper, we propose PIANIST. PIANIST leverages UPMEM to implement quantum circuit simulations. PIANIST features three optimization strategies to overcome the limitations of commercial PIM in quantum circuit simulation. PIANIST achieves an average speedup of 2.3x and 16.5x with 37.2% and 72.5% energy reduction over QuEST simulator on CPU in 16- and 32-qubit benchmarks.
In this paper, we propose PIANIST. PIANIST leverages UPMEM to implement quantum circuit simulations. PIANIST features three optimization strategies to overcome the limitations of commercial PIM in quantum circuit simulation. PIANIST achieves an average speedup of 2.3x and 16.5x with 37.2% and 72.5% energy reduction over QuEST simulator on CPU in 16- and 32-qubit benchmarks.
Event Type
Work-in-Progress Poster
TimeTuesday, June 256:00pm - 7:00pm PDT
LocationLevel 2 Lobby
AI
Autonomous Systems
Cloud
Design
EDA
Embedded Systems
IP
Security