QUnit classical shadows (debug)

Apologies one last time for rapid-fire releases, but the QUnit classical shadows code has been debugged in Qrack, as of commit 3701bd8ec66316ab91626c065b29b1134311774b or 2bda06a703347e1820c4025445ef8ea30dec07a6. (We will begin collecting benchmarks on the new code tomorrow, hence it's important that we iterate to a stable point quickly.)

sha1sum results:
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QUnit classical shadows (debug)

Sorry for the rapid-fire releases, but cleanup was done last night on QUnit classical shadows. To benefit from the new changes, use QUnit without QTensorNetwork.

Full Changelog:
unitaryfund/qrack@vm6502q.v9.12.v18...vm6502qv9.12.18
v1.32.14...v1.32.15

sha1sum results:
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QUnit classical shadows (debug)

Blame @WrathfulSpatula: the classical shadows improvement just released today was bugged. The implementation has been fixed.

Full Changelog:
unitaryfund/qrack@vm6502q.v9.12.17...vm6502q.v9.12.v18
v1.32.13...v1.32.14

sha1sum results:
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QUnit classical shadows

With this release, if QUnit throws bad_alloc due to subsystems becoming too large due to Kronecker products, then the state is restored to what it was before the offending gate, and a classical shadow of the gate is enacted instead, reducing the internal fidelity tracking total (which should always be checked by the user). This classical shadow will not require any further Kronecker products, keeping resource usage below system limits. If the fidelity of QUnit approaches floating-point rounding epsilon, QUnit will throw again immediately to abort the approximate emulation.

Full Changelog:
unitaryfund/qrack@vm6502q.v9.12.12...vm6502q.v9.12.13
v1.32.12...v1.32.13

sha1sum results:
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QUnit/QBDD separability interop

The separability-detection interoperability between QUnit and QBdt has been fixed and improved.

Full Changelog:
unitaryfund/qrack@vm6502q.v9.12.8...vm6502q.v9.12.12
v1.32.11...v1.32.12

sha1sum results:
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Improve QBdt TryDecompose()

QBdt effectively turns out to structurally solve the "separability problem." That is, a fully reduced QBDD naturally exhibits manifestly obvious separability between low-index and high-index qubit subsystems. This has been leveraged for TryDecompose() in both QBdt and with QUnit over QBdt, as well as in QUnit::TrySeparate()

Full Changelog:
unitaryfund/qrack@vm6502q.v9.12.4...vm6502q.v9.12.8
v1.32.10...v1.32.11

sha1sum results:
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Optimize try_decompose() (2)

try_decompose() has been optimized for significant time complexity reduction in the case that the system is detected to be separable. (The development team highly suspects that this implementation is finally "pareto-optimal," in other words, not possible to fundamentally optimize further.)

Full Changelog:
unitaryfund/qrack@vm6502q.v9.12.0...vm6502q.v9.12.4
v1.32.9...v1.32.10

sha1sum results:
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Optimize try_decompose()

This release substantially improves the space and time complexity of try_decompose(). (It also fixes a small bug in QHybrid that likely wouldn't have been exposed to Python or Rust bindings, but rather only to static linkage.)

Full Changelog:
unitaryfund/qrack@vm6502q.v9.11.16...vm6502q.v9.12.0
v1.32.8...v1.32.9

sha1sum results:
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Debug OpenCL/CUDA Decompose()/Dispose(); optimize for CPU

In recent releases, a bug was introduced in OpenCL and CUDA based Decompose()/Dispose() when trying to calculate the phase angle of very small amplitudes. This has been fixed, and CPU-based simulation has been optimized.

WARNING: You must recompile any precompiled OpenCL kernels, after upgrading to this release.

Full Changelog:
unitaryfund/qrack@vm6502q.v9.11.12...vm6502q.v9.11.16
v1.32.7...v1.32.8

sha1sum results:
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Improved try_separate_tolerance()

try_separate_tolerance() has been improved, to avoid unnecessary entanglement when called with isSchmidtDecompose=True. As decompose() also turns out to be a unitary operation in general, separate() no longer proactively normalizes its output subsystems.

Full Changelog:
unitaryfund/qrack@vm6502q.v9.11.8...vm6502q.v9.11.12
v1.32.6...v1.32.7

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