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Merge pull request #627 from tensorflow/supremacy_rename2
Update design.md
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For performance reasons, Eigen (the C++ library used in many TensorFlow ops) is
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not well suited for quantum circuit simulation. Instead, the circuit simulators
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used in the
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<a href="https://ai.googleblog.com/2019/10/quantum-supremacy-using-programmable.html" class="external">quantum supremacy experiment</a>
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<a href="https://ai.googleblog.com/2019/10/quantum-supremacy-using-programmable.html" class="external">quantum beyond-classical experiment</a>
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are used as verifiers and extended as the foundation of TFQ ops (all written
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with AVX2 and SSE instructions). Ops with identical functional signatures were
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created that use a physical quantum computer. Switching between a simulated and

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