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Workshop: AI for Science: The Reach and Limits of AI for Scientific Discovery

TorchQuantumDistributed

Oliver Knitter ⋅ Jonathan Mei ⋅ Masako Yamada ⋅ Martin Roetteler

Project Page [ OpenReview]

Abstract

TorchQuantumDistributed (tqd) is a PyTorch-based [Paszke, 2019] library for accelerator-agnostic differentiable quantum state vector simulation at scale. This enables studying the behavior of learnable parameterized near-term and fault-tolerant quantum circuits with high qubit counts.

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