QUnit weak sampling and major fidelity improvement

A major fidelity improvement has been made in the "weak sampling" algorithm for Clifford+RZ gate set, particularly with QUnit optimization layer, which now works with weak sampling.

File SHA-1 sums:

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Full Changelog: vm6502q.v8.15.1...vm6502q.v8.15.2

Minor bug fixes for v8.15

Several minor bugs and edge cases were fixed since v8.15.0. A typo in the benchmark option --enable-weak-sampling has also been fixed.

File SHA-1 sums:

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27ec54ef0a3ef4583fa64582d109e06540b7468f qrack_WSL_Ubuntu_22.04_LTS_benchmarks

Full Changelog: vm6502q.v8.15.0...vm6502q.v8.15.1

Stabilizer weak sampling

To turn on "weak simulation condition" measurement sampling for stabilizer Clifford+RZ, use SetStabilizerWeakSampling(bool). This costs a linear factor on multi-shot sampling, proportional to shots, but it's much faster overall. This optional method may be approximate.

File SHA-1 sums:

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Opportunistically combine ancillary qubits with Clifford+RZ

Clifford+RZ special gate set uses ancillary qubits for RZ-injection gadgets. Recently, the development team discovered certain additional cases where gadgets and their ancillae can be combined. On average, this means less work at the sampling phase of Clifford+RZ simulation.

File SHA-1 sums:

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Full Changelog: vm6502q.v8.14.1...vm6502q.v8.14.2

More Clifford+RZ debugging and improvements

Yesterday, we nearly had QUnit functioning with Clifford+RZ special gate set. However, it was detected after release that more than small amounts of magic lead to state vector conversion, typically. This seems to be fixed. (We can't yet guarantee this, but it seems to work locally.)

Also, QUnitClifford file I/O has been debugged. The concurrent release of PyQrack will fix QUnitClifford file I/O handling in that Python module, as well.

File SHA-1 sums:

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Full Changelog: vm6502q.v8.14.0...vm6502q.v8.14.1

Fix Clifford+RZ with QUnit

Upon further inspection, contrary to prior release notes, Clifford+RZ special gate set did not work with QUnit. This has been fixed, in this release.

Also, a new simulation layer QUnitClifford has been added, which basically performs a stripped-down QUnit algorithm layer directly over QStabilizer. Like QStabilizer, this layer can be directly instantiated in C++ code, but it is not a universal QInterface. QUnitClifford is now used below QStabilizerHybrid and above QStabilizer. Through judicious application of "reactive separation" techniques, the developers observe no appreciable slowdown in stabilizer simulation worst case.

[UPDATE: QUnit might still not fully interoperate with QStabilizerHybrid Clifford+RZ. However, PyQrack will be updated to parse QUnitClifford, which might achieve a similar end for compilation.]

File SHA-1 sums:

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Full Changelog: vm6502q.v8.13.4...vm6502q.v8.14.0

Clifford+RZ optimization

If the total number of nonzero amplitudes in the stabilizer portion of a Clifford+RZ state is sufficiently less than max state vector size limits, then it will be written to a sparse map and cached, for Clifford+RZ sampling.

File SHA-1 sums:

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Full Changelog: vm6502q.v8.13.3...vm6502q.v8.13.4

Fix Clifford+RZ sampling edge cases

This fixes edge cases when sampling Clifford+RZ simulation that results in 0 ancillary qubits.

File SHA-1 sums:

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Full Changelog: vm6502q.v8.13.1...vm6502q.v8.13.3

Improved and debugged Clifford+RZ file I/O

The set of valid file-input states for Clifford+RZ simulation has been expanded, by checking for separable and Clifford ancillae. Clifford+RZ measurement has also been optimized.

File SHA-1 sums:

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Full Changelog: vm6502q.v8.13.0...vm6502q.v8.13.1

(Experimental) Quantum Hardware Compilation Support

The new features of this release are purely at the experimental stage and have not been integrated into a full pipeline, but it is theoretically possible to use the Clifford+RZ improvements of v8.12 to compile for hardware.

In v8.13, it is now possible to output QStabilizerHybrid state to file, (not while using QUnit). The files have the following format, by line:

[Logical qubit count]
[Stabilizer qubit count, including ancillae]
[Stabilizer x/z/r generators, one row per line, "tableau" format, repeated for logical qubit count of rows x2]
[Per-qubit MPS buffers, 2x2 complex matrices, row-major order, one matrix per line, repeated for stabilizer qubit count of rows]

For example:

3
3
1 1 0 0 1 0 2
0 1 0 1 0 0 0
0 0 0 0 0 1 0
0 0 0 1 0 1 2
0 0 0 1 1 0 0
1 1 1 0 1 0 0
(1,0) (0,0) (0,0) (1,0)
(1,0) (0,0) (0,0) (1,0)
(0,0) (0.707107,-0.707107) (0,1) (0,0)

is a valid file, with 0 ancillae. It is theoretically relatively easy to prepare this result of unitary circuit simulation on a quantum hardware device: first prepare the stabilizer state, (with purely Clifford gates,) then apply the (potentially non-Clifford) 2x2 matrices over the same sequential qubit index order. This can represent a universal quantum state of the logical qubits.

QInterface now has a method void SetStabilizerHardwareEncoded(bool). The default value of this setting is false, which causes ancilla "magic state" qubit "channels" to be encoded depending on post-selection. If this setting is false, hardware decoding depends on the ancilla qubits all measuring as |0>, for the correct overall state preparation. However, if this setting is true, then every other ancilla qubit (starting with the second-occurring ancilla) is an "open channel" that starts out coding an identity gate, (or "no operation,") but can be re-encoded to avoid the post-selection requirement. To do so, after preparing the state as described in the file, perform H gate on all auxiliary, identity-encoding ancilla channels, act CZ from each "coding" ancilla to its "identity" partner, then act H again on the auxiliary, identity-encoding ancilla. Now, terminal measurement can occur without post-selection, and all logical qubits are deterministically in the intended state, in the ideal.

(EDIT: Dan was mistaken about CZ on the extra ancilla channels "completely" fixing the post-selection errors; rather, per additional ancillary channel, it should reduce the failure rate by 50%, compounded.)

File SHA-1 sums:

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