Improve applyCompMatr summation accuracy

[LubuSeb]

Closes #598.

Summary

• Replaces the naive inner accumulation in cpu_statevec_anyCtrlAnyTargDenseMatr_sub() with component-wise compensated summation over cpu_qcomp.re and cpu_qcomp.im.
• Writes each output amplitude once after its local reduction rather than repeatedly updating amps[i] inside the summation loop.
• Adds a deterministic complex cancellation regression for 4-target applyCompMatr, which exercises the 3+ target CompMatr path rather than the one/two-target specialisations.

Notes

I saw the earlier closed attempt in #777. This version keeps the same narrow two-file scope, but uses direct qreal compensation for the real and imaginary components instead of relying on complex add/sub overloads in the hot loop. I also checked base_qcomp: the current operators are ordinary component-wise arithmetic, so independent real/imaginary Kahan compensation is compatible with the backend representation.

Local measurements

Configuration: Windows, GCC 13.2.0, Release, single CPU (QUEST_ENABLE_OMP=OFF, QUEST_ENABLE_MPI=OFF, QUEST_ENABLE_CUDA=OFF, QUEST_ENABLE_HIP=OFF). The benchmark applies a dense CompMatr whose first output row is [large+i*large, 1-i, ..., 1-i, -large-i*large] to an all-ones state. The expected first amplitude is (2^targets - 2) - i(2^targets - 2).

precision	targets	baseline abs error	patched abs error	baseline avg ms	patched avg ms
1	4	14	0	0.0114	0.0117
1	8	254	0	0.0779	0.2100
1	10	1022	0	1.0715	3.0297
2	4	14	0	0.0113	0.0121
2	8	254	0	0.0801	0.2008
2	10	1022	0	1.4134	3.2629
4	4	14	0	0.0137	0.0134
4	8	254	0	0.4391	0.4150
4	10	1022	0	7.1805	6.6778

The measurements show the expected accuracy improvement. The overhead is visible for larger single/double precision reductions, which seems consistent with the tradeoff described in the issue.

Testing

cmake -S . -B build-598-fp2 -G Ninja -D CMAKE_BUILD_TYPE=Release -D QUEST_BUILD_TESTS=ON -D QUEST_FLOAT_PRECISION=2 -D QUEST_ENABLE_OMP=OFF -D QUEST_ENABLE_MPI=OFF -D QUEST_ENABLE_CUDA=OFF -D QUEST_ENABLE_HIP=OFF
cmake --build build-598-fp2 --parallel
build-598-fp2/tests/tests.exe '*applyCompMatr*' --reporter compact
ctest --test-dir build-598-fp2 --output-on-failure -j 4
git diff --check

Results:

• *applyCompMatr*: passed, 10 test cases / 10,003 assertions.
• Full CPU-only double-precision ctest: passed.
• git diff --check: passed; Git emitted only Windows line-ending conversion warnings.

Prepared with AI assistance; I reviewed the patch and ran the listed local checks.

[TysonRayJones]

How come you separate out the real and imaginary components, mr robo?