Current-main fixed A/B optimization evidence — 2026-10-17
=========================================================

Adoption decisions
------------------

Both predeclared optimization candidates failed the original complete 5% gate.
The production DeviceGuard and CPU dense implementation remain unchanged;
their focused restoration, column-boundary, padding and cancellation tests
are retained. Fresh API, CUDA Session and prepared scopes preserve their
resource contracts. Backend, fusion and execution choices remain explicit.

.. csv-table:: Complete strict outcomes and production decisions
   :class: benchmark-results
   :header-rows: 1

   Campaign,Artifacts,Outcomes,Strict rows,Within 5%,Inconclusive,Regression,Decision
   CUDA device restoration,128,1344,336,128,191,17,Reject production change; retain tests
   CPU dense scheduling,144,1920,480,87,368,25,Reject production change; retain tests

These are per-case fixed-budget verdicts, not counts of statistically significant
speedups. CUDA contains 11 native and 6 unchanged Torch control regressions;
CPU contains 7 native/native-BLAS and 18 NumPy/Torch control regressions.
Matching controls also moved: no causal slowdown is assigned to either change,
and control drift is not subtracted to rescue a failed adoption gate.
No samples, rows or controls were discarded, rerun or replaced after the verdict.
All same-candidate input, true-residual and known iterations/matvecs/restarts
gates passed, including across all four A/B observations.

The common A source is ``445275a3994e342b06de4093889f3f814c8706c6``, published as
``benchmarks/main-complete-20261017``. Actual B sources remain available as:

* CUDA: ``3551afcfee3faa6d4aa718cf9315782cc2ebb001``, tag
  ``benchmarks/cuda-device-guards-20261017``.
* CPU: ``5d0367f7ed06fbfe3f7ebabc28d6b110b2392eb2``, tag
  ``benchmarks/cpu-dense-scheduling-20261017``.

Later PR/rebase/merge heads identify different snapshots and are not substituted
for those compiled sources. Current-side framework comparisons below describe
these rejected B candidates; they are not final-production performance scores.

The initial CPU change was committed at 11:28 UTC, during baseline collection
(which began at 11:26 UTC). Its dense implementation and tests are byte-identical
to those in the later compiled CPU candidate. No baseline or component timing
outcome was inspected to select or revise that CPU change before its fixed A/B
plan. The plan's shorthand ``chosen before current-main baseline`` refers to
baseline outcome inspection; it does not place the draft commit before collection.

The :doc:`complete baseline <main-complete-20261017>` retains all 1,088 matched
framework pairs and all 135 higher native medians at the measured A source.
The source is more specific than a shared package version or the word main.

The :doc:`same-call CUDA diagnostics <main-cuda-phases-20261017>` retain all
16 captures/160 calls. Fresh cuBLAS includes handle creation and release;
the experiment preserves the full 4 MiB workspace and ``:4096:8`` environment.
The :doc:`CPU component diagnostics <main-cpu-components-20261017>` retain
78 matched pairs/156 independent-oracle observations and portable GNU16
code-generation evidence. Fewer loop backedges did not establish an accepted
whole-CG improvement. Component and instrumented phase medians are not added,
subtracted across scopes, or substituted for the completed-solve adoption gate.

Correctness and retained initial sanitizer failure
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

The measured CUDA candidate passed 129 CTest entries, including its full
Python suite (737 passed, 9 explicit skips), lint and public typing. GPU
memcheck and synccheck each covered 37 tests: 36 passed and the test requiring
two devices explicitly skipped on the single RTX2060. Both reported zero
errors; memcheck reported zero leaked bytes. This does not prove multi-GPU
callback restoration on hardware unavailable here.

Before A/B collection, the first test revision
``d6995cf0a0482d498a62fe0b3bbabd16e6ff8482`` deliberately called an invalid CUDA
device. Its retained memcheck run reported two API errors and zero leaked bytes.
Removing that redundant private negative test produced the measured ``3551afc``
revision; the production candidate was unchanged. Public invalid-context tests
remain, and sanitizer settings were not weakened or suppressed.
The original failure logs and subsequent zero-error logs remain local evidence:
``cuda-guards-memcheck.log``, ``cuda-guards-fixed-memcheck.log`` and
``cuda-guards-fixed-synccheck.log`` under ``build/main-performance-20261017/``.
This initial correctness failure was not an A/B timing trial or a discarded
performance result.

The CPU candidate passed all three CPU preset suites (93 CTest entries each)
and every pre/post long-double component oracle. These correctness results do
not waive either performance rejection. Final integration, relocated consumers,
distributions and documentation are checked separately on the retained source.

Fixed comparison protocol and complete evidence
-----------------------------------------------

Every campaign retains its complete preplanned A,B,B,A order, all native
candidates and framework controls, two fresh-process blocks per side and
every declared fixture. No failed comparison or regression is discarded.

Each block contains 36 complete Williams rounds, one solve per round, three
warmups and seed 20261017. Strict A and B summaries pool their 72 normalized
round samples. This estimator differs from the median of two process medians
used in the earlier descriptive baseline. The A samples here are new runs in
each ABBA campaign; historical baseline samples are not pooled into them.

The frozen production comparator uses the original 5% budget, 95% hierarchical
percentile intervals, 10,000 resamples and seed 20261017. These saved intervals
are audited without recalculation. Per-case intervals are not simultaneous
coverage, serial round dependence can narrow them, and two artifact blocks
give limited evidence of process variance. Control drift is not subtracted.

Known iterations/matvecs/restarts must match all four observations for each
same candidate/configuration. Different frameworks/scopes can perform different
accepted-tolerance work. No pure-kernel normalization or cross-scope strict
comparison bypasses a failed gate. Resident CUDA scopes keep transfers outside
timing; Session still creates fresh output and optional Jacobi while reusing
only iterative workspace. Device execution remains explicit and does not
change the Torch reference implementation.

CPU OpenMP uses two threads and logical affinity [0,2]; other presets use one
thread/[0]. Compiler, runtime, package and full threadpool controls are audited
per preset/suite/configuration. WSL affinity is not physical-host isolation.
Thermals, clocks, Windows display and host load remain uncontrolled. Campaigns
with different actual sources stay separate; no universal speedup is claimed.

cuda-abba (cuda) fixed A/B campaign
-----------------------------------

Whole-campaign verdict: **regression**.
All 128 artifacts/1344 candidate/case outcomes are retained.

Declared selection context: Initial DeviceGuard query-for-set candidate; redundant private invalid-device test removed before timing, with initial sanitizer failure retained; no performance outcome used to revise production code

.. csv-table:: Every native and framework strict result
   :class: benchmark-results
   :header-rows: 1

   Candidate,Role,Rows,Within 5%,Inconclusive,Regression,Comparison failed
   cuda-native,native,128,59,63,6,0
   cuda-cublas,native,80,32,43,5,0
   torch-cuda-eager,framework control,128,37,85,6,0

All candidate rows
~~~~~~~~~~~~~~~~~~

A/B and current/reference ratios below one indicate a lower measured numerator.
Ranges bracket the two process medians and are not confidence intervals.
Saved strict intervals compare current against A/B baseline; they do not give
confidence for the separate current/native-to-framework comparison.

.. csv-table:: cuda-release-cuda-dense-f64-v1-none-api-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,7.136270,7.012837–7.359453,9.255973,9.255973–9.282770,1.29703,1.0866–1.3844,regression,49/51/0,0.648887
   dense-64,cuda-cublas,9.970227,9.033784–10.425443,11.221075,10.724101–11.609663,1.12546,1.0111–1.3232,inconclusive,49/51/0,0.611009
   dense-64,torch-cuda-eager,15.904381,14.919396–17.018245,20.447249,19.231468–21.300376,1.28564,1.1114–1.4625,regression,49/51/0,0.611009
   dense-256,cuda-native,10.521829,10.048725–11.164343,10.964624,10.165733–11.410573,1.04208,0.9041–1.1666,inconclusive,67/70/1,0.979365
   dense-256,cuda-cublas,12.745964,11.665995–15.084459,13.143447,11.905194–13.950102,1.03118,0.7891–1.2000,inconclusive,67/70/1,0.994421
   dense-256,torch-cuda-eager,23.898983,22.832480–25.846000,23.151468,21.590950–24.698027,0.96872,0.8228–1.0995,inconclusive,67/70/1,0.977359
   dense-1024,cuda-native,13.484735,13.385713–13.570413,16.672349,16.350970–16.765836,1.23639,1.1522–1.2856,regression,70/73/1,0.928014
   dense-1024,cuda-cublas,13.960978,13.657471–14.159760,17.454591,16.716752–18.224836,1.25024,1.1444–1.3594,regression,70/73/1,0.928014
   dense-1024,torch-cuda-eager,21.462636,20.268359–22.324707,26.593751,25.369059–26.896936,1.23907,1.1216–1.3506,regression,70/73/1,0.928014
   dense-2048,cuda-native,22.231329,21.787785–22.269020,26.185312,25.169299–27.126576,1.17786,1.0675–1.2837,regression,70/73/1,0.871762
   dense-2048,cuda-cublas,22.232402,21.607325–22.554782,25.951976,25.925503–26.086213,1.16730,1.0742–1.2337,regression,70/73/1,0.871762
   dense-2048,torch-cuda-eager,29.812076,29.595329–29.914505,34.294908,34.227385–34.319224,1.15037,1.0917–1.1992,regression,70/73/1,0.871762

.. csv-table:: cuda-release-cuda-dense-f64-v1-none-api-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,8.253637,8.209723–8.308670,8.228825,8.228825–8.234345,0.99699,0.9314–1.0745,inconclusive,49/51/0,0.648887
   dense-64,cuda-cublas,10.591428,10.558412–10.623197,10.869840,10.430242–11.293145,1.02629,0.9366–1.0969,inconclusive,49/51/0,0.611009
   dense-64,torch-cuda-eager,16.675924,16.624036–16.675924,17.069793,16.679547–17.348776,1.02362,0.9714–1.0630,inconclusive,49/51/0,0.611009
   dense-256,cuda-native,11.861641,11.720911–12.520402,12.389918,12.186374–12.592707,1.04454,0.9485–1.1032,inconclusive,67/70/1,0.979365
   dense-256,cuda-cublas,12.719736,12.649755–13.079127,13.526144,13.505380–13.629813,1.06340,0.9769–1.1094,inconclusive,67/70/1,0.994421
   dense-256,torch-cuda-eager,22.415677,21.414678–22.944346,22.874352,22.149137–23.483403,1.02046,0.9592–1.1065,inconclusive,67/70/1,0.977359
   dense-1024,cuda-native,14.096359,13.981743–14.281927,14.089982,14.089982–14.189239,0.99955,0.9681–1.0604,inconclusive,70/73/1,0.928014
   dense-1024,cuda-cublas,14.763490,14.741585–14.788801,14.715508,14.464887–15.030246,0.99675,0.9496–1.0467,within 5%,70/73/1,0.928014
   dense-1024,torch-cuda-eager,21.386404,21.112286–21.520247,22.570576,22.226201–22.872199,1.05537,1.0067–1.0909,inconclusive,70/73/1,0.928014
   dense-2048,cuda-native,22.684538,22.593442–22.774546,22.198560,22.188376–22.198560,0.97858,0.9579–0.9924,within 5%,70/73/1,0.871762
   dense-2048,cuda-cublas,22.837737,22.821424–22.873109,22.415810,22.353245–22.489057,0.98153,0.9645–1.0061,within 5%,70/73/1,0.871762
   dense-2048,torch-cuda-eager,28.775777,28.584030–29.220333,28.354726,28.333554–28.384977,0.98537,0.9640–1.0008,within 5%,70/73/1,0.871762

.. csv-table:: cuda-release-cuda-dense-f64-v1-none-api-fused1-device-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,5.035564,4.996383–5.133699,5.113524,5.084759–5.194975,1.01548,0.9516–1.0664,inconclusive,49/51/0,0.648887
   dense-64,cuda-cublas,7.063960,6.972814–7.095042,7.096516,6.818723–7.220395,1.00461,0.9256–1.0648,inconclusive,49/51/0,0.611009
   dense-64,torch-cuda-eager,17.219001,17.091420–17.299377,16.940877,15.898851–18.163514,0.98385,0.9055–1.0807,inconclusive,49/51/0,0.611009
   dense-256,cuda-native,7.062829,7.041718–7.076180,6.940952,6.812544–7.191550,0.98274,0.9357–1.0734,inconclusive,67/70/1,0.979365
   dense-256,cuda-cublas,8.603162,8.499669–8.820571,8.843553,8.843553–8.860533,1.02794,0.9659–1.1072,inconclusive,67/70/1,0.994421
   dense-256,torch-cuda-eager,21.525740,21.249555–21.773935,21.985782,21.547653–22.923982,1.02137,0.9758–1.0848,inconclusive,67/70/1,0.977359
   dense-1024,cuda-native,9.903264,9.675300–10.008851,9.841835,9.740350–10.099414,0.99380,0.9457–1.0507,inconclusive,70/73/1,0.928014
   dense-1024,cuda-cublas,11.049740,10.930365–11.196157,11.247649,11.081815–11.773676,1.01791,0.9796–1.0828,inconclusive,70/73/1,0.928014
   dense-1024,torch-cuda-eager,21.586520,21.398059–21.753142,22.311065,21.391742–23.169769,1.03356,0.9743–1.0993,inconclusive,70/73/1,0.928014
   dense-2048,cuda-native,18.090145,18.090145–18.099122,18.447945,18.397912–18.474575,1.01978,0.9788–1.0591,inconclusive,70/73/1,0.871762
   dense-2048,cuda-cublas,19.241442,18.934445–19.305968,19.304980,19.304980–19.341861,1.00330,0.9614–1.0474,within 5%,70/73/1,0.871762
   dense-2048,torch-cuda-eager,28.822021,28.808360–28.977617,29.004175,28.933037–29.130098,1.00632,0.9930–1.0222,within 5%,70/73/1,0.871762

.. csv-table:: cuda-release-cuda-dense-f64-v1-none-api-fused0-device-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,5.600695,5.539092–5.757791,5.602012,5.539028–5.693970,1.00024,0.9325–1.0765,inconclusive,49/51/0,0.648887
   dense-64,cuda-cublas,7.558939,7.329957–7.916726,7.297822,7.200064–7.481160,0.96546,0.8780–1.0628,inconclusive,49/51/0,0.611009
   dense-64,torch-cuda-eager,16.028496,15.729454–16.519096,16.078394,15.974049–16.267736,1.00311,0.9305–1.0624,inconclusive,49/51/0,0.611009
   dense-256,cuda-native,7.761805,7.568193–8.054023,7.112381,6.773971–7.449740,0.91633,0.8312–1.0136,within 5%,67/70/1,0.979365
   dense-256,cuda-cublas,9.881353,9.771722–10.006812,9.412970,9.298654–9.528565,0.95260,0.8859–1.0242,within 5%,67/70/1,0.994421
   dense-256,torch-cuda-eager,22.293399,22.035182–22.328598,21.412690,20.704448–21.957123,0.96049,0.9091–1.0132,within 5%,67/70/1,0.977359
   dense-1024,cuda-native,10.575809,10.160873–10.811984,10.667932,10.613945–10.963762,1.00871,0.9563–1.0857,inconclusive,70/73/1,0.928014
   dense-1024,cuda-cublas,11.356948,11.264992–11.481193,10.931463,10.830412–11.049675,0.96254,0.9136–0.9925,within 5%,70/73/1,0.928014
   dense-1024,torch-cuda-eager,23.074404,22.886935–23.187164,20.932015,20.709166–21.188672,0.90715,0.8854–0.9494,within 5%,70/73/1,0.928014
   dense-2048,cuda-native,19.200368,19.113354–19.255817,18.983345,18.953733–19.034889,0.98870,0.9488–1.0076,within 5%,70/73/1,0.871762
   dense-2048,cuda-cublas,19.310213,18.812449–19.565016,19.491077,19.356813–19.501216,1.00937,0.9763–1.0482,within 5%,70/73/1,0.871762
   dense-2048,torch-cuda-eager,29.542824,28.468796–30.430607,28.754648,28.631793–28.793518,0.97332,0.9314–1.0168,within 5%,70/73/1,0.871762

.. csv-table:: cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.205110,1.204023–1.241883,1.147638,1.098105–1.183645,0.95231,0.7724–1.0284,within 5%,5/7/0,0.0796191
   dense-64,cuda-cublas,3.424524,3.194509–3.681273,3.672605,3.671765–3.677586,1.07244,0.9172–1.2051,inconclusive,5/7/0,0.0796191
   dense-64,torch-cuda-eager,3.106908,2.970733–3.244146,3.173684,3.096469–3.393869,1.02149,0.8766–1.1674,inconclusive,5/7/0,0.0796191
   dense-256,cuda-native,0.991780,0.977321–0.999780,0.931140,0.924841–0.944049,0.93886,0.7506–1.0062,within 5%,4/6/0,0.209854
   dense-256,cuda-cublas,2.890212,2.826933–2.952348,3.028965,2.997695–3.058587,1.04801,0.9846–1.1169,inconclusive,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.745588,2.727723–2.810815,2.420834,2.420834–2.460414,0.88172,0.7512–0.9585,within 5%,4/6/0,0.209854
   dense-1024,cuda-native,1.271182,1.175233–1.352769,1.609365,1.243642–1.789419,1.26604,0.8601–1.5532,inconclusive,4/6/0,0.013684
   dense-1024,cuda-cublas,3.417207,3.242781–3.432577,2.956777,2.924208–3.014673,0.86526,0.8100–1.0040,within 5%,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.699365,2.362366–2.834262,2.777185,2.721680–2.777185,1.02883,0.8893–1.3098,inconclusive,4/6/0,0.013684
   dense-2048,cuda-native,1.583613,1.525796–1.862726,1.464482,1.442855–1.548012,0.92477,0.7367–1.1719,inconclusive,3/5/0,0.836412
   dense-2048,cuda-cublas,3.391341,3.350261–3.391341,3.291634,3.240473–3.399211,0.97060,0.8708–1.0647,inconclusive,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.642183,2.642183–2.668378,2.691644,2.645618–2.747553,1.01872,0.9168–1.1111,inconclusive,3/5/0,0.836412

.. csv-table:: cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.359752,1.256938–1.389941,1.268003,1.251788–1.313484,0.93253,0.8577–1.3536,inconclusive,5/7/0,0.0796191
   dense-64,cuda-cublas,3.853684,3.770751–4.114060,3.590308,3.452967–3.647823,0.93166,0.7956–1.0300,within 5%,5/7/0,0.0796191
   dense-64,torch-cuda-eager,3.304380,3.024703–3.883887,3.070976,3.039883–3.097284,0.92937,0.6857–1.0948,inconclusive,5/7/0,0.0796191
   dense-256,cuda-native,1.060210,1.050505–1.065293,1.034555,1.028202–1.046464,0.97580,0.9001–1.1083,inconclusive,4/6/0,0.209854
   dense-256,cuda-cublas,3.197503,2.976830–3.233025,2.991634,2.930807–3.074133,0.93562,0.8425–1.0978,inconclusive,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.681768,2.640530–2.730936,2.411900,2.300464–2.550336,0.89937,0.7368–1.0421,within 5%,4/6/0,0.209854
   dense-1024,cuda-native,1.434306,1.305685–1.638428,1.276865,1.214722–1.332309,0.89023,0.6739–1.0667,inconclusive,4/6/0,0.013684
   dense-1024,cuda-cublas,3.113930,3.081497–3.267472,3.124646,3.046617–3.299113,1.00344,0.9098–1.1059,inconclusive,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.649116,2.537132–2.688155,2.695808,2.537150–2.779854,1.01763,0.8556–1.1927,inconclusive,4/6/0,0.013684
   dense-2048,cuda-native,1.712687,1.669194–1.756090,1.562526,1.517529–1.706178,0.91232,0.7847–1.1290,inconclusive,3/5/0,0.836412
   dense-2048,cuda-cublas,3.645861,3.544996–3.909835,3.243849,3.238032–3.246319,0.88973,0.8019–0.9769,within 5%,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.782403,2.636139–2.826544,2.758790,2.707421–2.838643,0.99151,0.8606–1.1543,inconclusive,3/5/0,0.836412

.. csv-table:: cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,0.861099,0.839001–0.873174,0.817140,0.791507–0.863317,0.94895,0.8180–1.2608,inconclusive,5/7/0,0.0796191
   dense-64,cuda-cublas,3.245121,2.989225–3.586238,2.840092,2.528528–3.394501,0.87519,0.6796–1.1584,inconclusive,5/7/0,0.0796191
   dense-64,torch-cuda-eager,3.488632,3.267680–3.863688,3.878514,3.823193–3.932904,1.11176,0.7825–1.2683,inconclusive,5/7/0,0.0796191
   dense-256,cuda-native,0.705872,0.687491–0.727602,0.721134,0.702318–0.741665,1.02162,0.9004–1.1363,inconclusive,4/6/0,0.209854
   dense-256,cuda-cublas,2.581691,2.576929–2.833368,3.112811,2.747928–3.472189,1.20573,0.8997–1.4099,inconclusive,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.733636,2.567133–3.501670,3.554744,3.075988–3.938283,1.30037,0.8672–1.5998,inconclusive,4/6/0,0.209854
   dense-1024,cuda-native,0.897271,0.881511–0.961834,0.969773,0.944247–1.109104,1.08080,0.9495–1.4878,inconclusive,4/6/0,0.013684
   dense-1024,cuda-cublas,2.804514,2.680243–3.063452,2.914115,2.691179–3.540935,1.03908,0.8572–1.4206,inconclusive,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.773451,2.578201–3.355545,3.468224,2.970238–3.973266,1.25051,0.8774–1.6178,inconclusive,4/6/0,0.013684
   dense-2048,cuda-native,1.451566,1.451566–1.463227,1.533092,1.517254–1.590207,1.05616,0.7251–1.7939,inconclusive,3/5/0,0.836412
   dense-2048,cuda-cublas,3.110119,2.996050–3.139085,3.405048,3.175363–4.051516,1.09483,0.9526–1.3752,inconclusive,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.791707,2.751663–2.859012,2.856041,2.567477–3.839783,1.02304,0.8563–1.4625,inconclusive,3/5/0,0.836412

.. csv-table:: cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.056091,1.026039–1.065033,0.942917,0.929427–0.959596,0.89284,0.7326–0.9773,within 5%,5/7/0,0.0796191
   dense-64,cuda-cublas,3.242769,3.071411–3.520929,2.904270,2.868681–3.099346,0.89561,0.7631–1.0298,within 5%,5/7/0,0.0796191
   dense-64,torch-cuda-eager,3.246366,2.689206–3.957954,2.510683,2.473972–2.578393,0.77338,0.6115–1.0612,inconclusive,5/7/0,0.0796191
   dense-256,cuda-native,0.857702,0.820286–0.874198,0.866646,0.828020–0.876125,1.01043,0.9232–1.0975,inconclusive,4/6/0,0.209854
   dense-256,cuda-cublas,2.629186,2.606756–2.650905,2.668055,2.583836–2.712617,1.01478,0.9408–1.0989,inconclusive,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.580661,2.467595–2.716809,2.282855,2.202672–2.355984,0.88460,0.7689–1.0542,inconclusive,4/6/0,0.209854
   dense-1024,cuda-native,1.105665,1.098779–1.148761,1.190073,1.095495–1.271652,1.07634,0.9352–1.2835,inconclusive,4/6/0,0.013684
   dense-1024,cuda-cublas,3.194163,2.916758–4.134166,2.893809,2.870318–2.906803,0.90597,0.6778–1.0592,inconclusive,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.733093,2.146948–4.025359,2.344498,2.317540–2.467148,0.85782,0.5359–1.2157,inconclusive,4/6/0,0.013684
   dense-2048,cuda-native,1.500565,1.479780–1.523467,1.352318,1.341328–1.357315,0.90121,0.8038–0.9455,within 5%,3/5/0,0.836412
   dense-2048,cuda-cublas,3.663502,3.045492–4.587669,2.803622,2.769863–2.813228,0.76528,0.5946–0.9413,within 5%,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.676143,2.180859–3.923688,2.294444,2.270830–2.306421,0.85737,0.5478–1.0877,inconclusive,3/5/0,0.836412

.. csv-table:: cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.835808,1.259159–1.919387,1.141163,1.109832–1.152985,0.62161,0.4263–1.3059,inconclusive,5/7/0,0.0796191
   dense-64,cuda-cublas,1.599943,1.200349–2.391329,1.174567,1.132999–1.208880,0.73413,0.4542–1.0239,within 5%,5/7/0,0.0796191
   dense-64,torch-cuda-eager,4.986368,4.457553–6.518489,4.545998,4.146649–4.730562,0.91169,0.6328–1.0682,inconclusive,5/7/0,0.0796191
   dense-256,cuda-native,1.194835,1.160567–1.204297,0.973051,0.950927–0.995353,0.81438,0.5307–0.9298,within 5%,4/6/0,0.209854
   dense-256,cuda-cublas,1.175327,1.115782–1.211553,1.041302,1.037081–1.043167,0.88597,0.6609–1.3875,inconclusive,4/6/0,0.209854
   dense-256,torch-cuda-eager,4.345321,4.205555–4.395997,3.854885,3.522607–3.963802,0.88713,0.7101–1.0157,within 5%,4/6/0,0.209854
   dense-1024,cuda-native,1.444897,1.444897–1.527626,1.350254,1.307124–1.500182,0.93450,0.4604–1.5633,inconclusive,4/6/0,0.013684
   dense-1024,cuda-cublas,1.403771,1.257273–1.560377,1.410293,1.267451–1.525669,1.00465,0.7262–1.5590,inconclusive,4/6/0,0.013684
   dense-1024,torch-cuda-eager,3.510000,3.484771–3.680674,4.018593,3.811062–4.277303,1.14490,0.9742–1.4299,inconclusive,4/6/0,0.013684
   dense-2048,cuda-native,2.626005,2.479754–2.841273,1.656130,1.600656–2.661358,0.63067,0.5217–1.4446,inconclusive,3/5/0,0.836412
   dense-2048,cuda-cublas,1.579541,1.449828–1.626243,1.562455,1.529911–2.085746,0.98918,0.8916–1.7338,inconclusive,3/5/0,0.836412
   dense-2048,torch-cuda-eager,3.493673,3.274958–3.732121,3.602733,3.349607–3.780708,1.03122,0.7537–1.2334,inconclusive,3/5/0,0.836412

.. csv-table:: cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.206001,1.167599–1.316685,1.308163,1.175860–1.616424,1.08471,0.8741–1.3901,inconclusive,5/7/0,0.0796191
   dense-64,cuda-cublas,1.211430,1.168446–1.297187,1.304596,1.175581–1.504482,1.07691,0.9037–1.3446,inconclusive,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.567941,2.375094–3.096101,3.000303,2.534854–3.341019,1.16837,0.8083–1.4280,inconclusive,5/7/0,0.0796191
   dense-256,cuda-native,1.108132,1.075473–1.148159,1.095878,1.024989–1.156032,0.98894,0.8860–1.0874,inconclusive,4/6/0,0.209854
   dense-256,cuda-cublas,1.067261,1.051533–1.105395,1.054135,1.016073–1.159000,0.98770,0.9056–1.1126,inconclusive,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.303285,2.107554–2.563994,2.250590,2.130235–2.340869,0.97712,0.8121–1.1234,inconclusive,4/6/0,0.209854
   dense-1024,cuda-native,1.398691,1.359075–1.412243,1.423734,1.342130–1.488821,1.01790,0.9418–1.0990,inconclusive,4/6/0,0.013684
   dense-1024,cuda-cublas,1.290855,1.285828–1.298531,1.277602,1.196041–1.343677,0.98973,0.8934–1.0891,inconclusive,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.520185,2.174159–2.870068,2.383748,2.059387–2.536265,0.94586,0.7160–1.1705,inconclusive,4/6/0,0.013684
   dense-2048,cuda-native,1.725725,1.709582–1.737564,1.757632,1.641398–1.889731,1.01849,0.9313–1.1234,inconclusive,3/5/0,0.836412
   dense-2048,cuda-cublas,1.554120,1.546911–1.572126,1.533893,1.455467–1.672833,0.98698,0.9110–1.1398,inconclusive,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.498216,2.433308–2.535105,2.438139,2.221936–2.629980,0.97595,0.8656–1.0996,inconclusive,3/5/0,0.836412

.. csv-table:: cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-device-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,0.809581,0.749058–1.140097,0.786374,0.780793–0.794767,0.97134,0.6014–1.0768,inconclusive,5/7/0,0.0796191
   dense-64,cuda-cublas,0.896972,0.811974–1.188166,0.837569,0.815987–0.860239,0.93377,0.6310–1.0637,inconclusive,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.756268,2.311090–3.411737,2.544363,2.436015–2.698371,0.92312,0.6988–1.1826,inconclusive,5/7/0,0.0796191
   dense-256,cuda-native,0.839456,0.769915–0.885781,0.733364,0.708074–0.766435,0.87362,0.7721–0.9999,within 5%,4/6/0,0.209854
   dense-256,cuda-cublas,0.808995,0.764371–0.898803,0.747925,0.715515–0.777459,0.92451,0.7615–1.0193,within 5%,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.438859,2.140602–2.804322,2.059738,1.993965–2.312165,0.84455,0.7012–1.0931,inconclusive,4/6/0,0.209854
   dense-1024,cuda-native,1.031810,1.004778–1.122790,1.015486,0.989794–1.032394,0.98418,0.8722–1.0435,within 5%,4/6/0,0.013684
   dense-1024,cuda-cublas,0.943555,0.900649–1.025080,0.891478,0.875176–0.924125,0.94481,0.8405–1.0280,within 5%,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.218630,2.073613–2.550343,2.119239,2.005518–2.213869,0.95520,0.7718–1.0767,inconclusive,4/6/0,0.013684
   dense-2048,cuda-native,1.439787,1.417186–1.487270,1.400969,1.375302–1.458925,0.97304,0.9179–1.0331,within 5%,3/5/0,0.836412
   dense-2048,cuda-cublas,1.258258,1.230549–1.289891,1.226802,1.183577–1.293417,0.97500,0.9154–1.0565,inconclusive,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.327272,2.207902–2.478652,2.225200,1.988195–2.412656,0.95614,0.7994–1.0970,inconclusive,3/5/0,0.836412

.. csv-table:: cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-device-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.001895,0.934630–1.119506,0.958285,0.905532–1.065912,0.95647,0.8034–1.1451,inconclusive,5/7/0,0.0796191
   dense-64,cuda-cublas,1.008298,0.943786–1.097810,0.970967,0.913888–1.042876,0.96298,0.8287–1.1147,inconclusive,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.637866,2.414185–2.884231,2.552906,2.426900–2.916309,0.96779,0.8379–1.2169,inconclusive,5/7/0,0.0796191
   dense-256,cuda-native,0.900185,0.829319–0.985197,0.844551,0.827238–0.866879,0.93820,0.8389–1.0475,within 5%,4/6/0,0.209854
   dense-256,cuda-cublas,0.881181,0.815543–1.009735,0.854007,0.827375–0.869120,0.96916,0.8028–1.0711,inconclusive,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.143209,2.021370–2.361372,2.052339,2.016246–2.105079,0.95760,0.8415–1.0514,inconclusive,4/6/0,0.209854
   dense-1024,cuda-native,1.202268,1.098690–1.276217,1.180413,1.118551–1.314912,0.98182,0.8488–1.2062,inconclusive,4/6/0,0.013684
   dense-1024,cuda-cublas,1.066993,0.961918–1.143639,1.071987,1.004755–1.175830,1.00468,0.8740–1.2274,inconclusive,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.264719,2.083767–2.426302,2.225439,2.048329–2.468877,0.98266,0.8409–1.1989,inconclusive,4/6/0,0.013684
   dense-2048,cuda-native,1.565126,1.485837–1.635625,1.557193,1.556767–1.560634,0.99493,0.9340–1.0632,inconclusive,3/5/0,0.836412
   dense-2048,cuda-cublas,1.372307,1.327884–1.470498,1.362736,1.347117–1.387693,0.99303,0.8874–1.0588,inconclusive,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.331637,2.201280–2.599222,2.239154,2.203905–2.274701,0.96034,0.8313–1.0426,within 5%,3/5/0,0.836412

.. csv-table:: cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.071052,1.013134–1.207928,1.011167,0.981461–1.035934,0.94409,0.8087–1.0267,within 5%,5/7/0,0.0796191
   dense-64,cuda-cublas,1.138799,1.043068–1.238690,1.036831,0.999436–1.104827,0.91046,0.7386–1.0608,inconclusive,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.304060,2.027484–2.856067,2.106329,1.966312–2.256072,0.91418,0.6817–1.1186,inconclusive,5/7/0,0.0796191
   dense-256,cuda-native,0.927808,0.838887–1.000208,0.897610,0.868394–0.924513,0.96745,0.8659–1.1042,inconclusive,4/6/0,0.209854
   dense-256,cuda-cublas,0.925651,0.820061–1.002838,0.893939,0.869085–0.923569,0.96574,0.8526–1.1276,inconclusive,4/6/0,0.209854
   dense-256,torch-cuda-eager,1.805130,1.509859–2.122990,1.786738,1.630738–1.862066,0.98981,0.7631–1.2413,inconclusive,4/6/0,0.209854
   dense-1024,cuda-native,1.273719,1.230203–1.301834,1.204004,1.204004–1.205525,0.94527,0.8885–1.0003,within 5%,4/6/0,0.013684
   dense-1024,cuda-cublas,1.115806,1.073247–1.212290,1.089607,1.084511–1.092565,0.97652,0.8531–1.0305,within 5%,4/6/0,0.013684
   dense-1024,torch-cuda-eager,1.938292,1.775635–2.108379,1.799112,1.795465–1.805299,0.92819,0.8398–1.0501,inconclusive,4/6/0,0.013684
   dense-2048,cuda-native,1.567360,1.541701–1.657654,1.564674,1.539919–1.573360,0.99829,0.9211–1.0266,within 5%,3/5/0,0.836412
   dense-2048,cuda-cublas,1.389273,1.369476–1.416459,1.378456,1.351922–1.382100,0.99221,0.9473–1.0177,within 5%,3/5/0,0.836412
   dense-2048,torch-cuda-eager,1.916562,1.871371–2.017314,1.889836,1.831789–1.974050,0.98605,0.8896–1.0584,inconclusive,3/5/0,0.836412

.. csv-table:: cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.124971,1.115751–1.127081,1.062820,1.049840–1.093129,0.94475,0.9290–0.9954,within 5%,5/7/0,0.0796191
   dense-64,cuda-cublas,1.127201,1.103844–1.149403,1.091619,1.087338–1.099230,0.96843,0.9368–1.0102,within 5%,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.051108,2.011507–2.124246,2.038994,2.018707–2.049266,0.99409,0.9372–1.0494,within 5%,5/7/0,0.0796191
   dense-256,cuda-native,1.025006,1.024758–1.030123,0.965422,0.962704–0.967974,0.94187,0.9144–0.9618,within 5%,4/6/0,0.209854
   dense-256,cuda-cublas,0.993782,0.988684–0.997417,0.921015,0.918400–0.921454,0.92678,0.8975–0.9650,within 5%,4/6/0,0.209854
   dense-256,torch-cuda-eager,1.771783,1.741257–1.784258,1.724339,1.723239–1.725807,0.97322,0.9317–1.0160,within 5%,4/6/0,0.209854
   dense-1024,cuda-native,1.244706,1.205362–1.267078,1.289080,1.283832–1.294781,1.03565,1.0058–1.0812,inconclusive,4/6/0,0.013684
   dense-1024,cuda-cublas,1.124389,1.105326–1.141261,1.153325,1.136415–1.163825,1.02573,0.9870–1.0597,inconclusive,4/6/0,0.013684
   dense-1024,torch-cuda-eager,1.731191,1.721021–1.739208,1.739707,1.705977–1.834994,1.00492,0.9701–1.0968,inconclusive,4/6/0,0.013684
   dense-2048,cuda-native,1.548482,1.506430–1.582640,1.574469,1.569024–1.576497,1.01678,0.9802–1.0540,inconclusive,3/5/0,0.836412
   dense-2048,cuda-cublas,1.389310,1.346904–1.423237,1.381153,1.368232–1.392840,0.99413,0.9471–1.0398,within 5%,3/5/0,0.836412
   dense-2048,torch-cuda-eager,1.883035,1.864784–1.939241,1.868372,1.835151–1.876687,0.99221,0.9396–1.0185,within 5%,3/5/0,0.836412

.. csv-table:: cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-device-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,0.682584,0.652440–0.749123,0.713013,0.698914–0.731606,1.04458,0.9025–1.1390,inconclusive,5/7/0,0.0796191
   dense-64,cuda-cublas,0.740357,0.685366–0.809419,0.778783,0.778374–0.778808,1.05190,0.9329–1.1700,inconclusive,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.107566,1.915739–2.456917,2.306763,2.146552–2.399834,1.09452,0.8594–1.2600,inconclusive,5/7/0,0.0796191
   dense-256,cuda-native,0.658037,0.620036–0.699008,0.687699,0.673228–0.710005,1.04508,0.9376–1.2115,inconclusive,4/6/0,0.209854
   dense-256,cuda-cublas,0.675431,0.626525–0.707306,0.687944,0.686801–0.687944,1.01853,0.9392–1.1120,inconclusive,4/6/0,0.209854
   dense-256,torch-cuda-eager,1.756829,1.664178–2.105119,1.925581,1.804103–2.064180,1.09605,0.8262–1.2476,inconclusive,4/6/0,0.209854
   dense-1024,cuda-native,0.916928,0.864440–0.964464,0.948021,0.913949–0.977135,1.03391,0.9476–1.1304,inconclusive,4/6/0,0.013684
   dense-1024,cuda-cublas,0.815450,0.750559–0.849650,0.829963,0.805928–0.854109,1.01780,0.9426–1.1396,inconclusive,4/6/0,0.013684
   dense-1024,torch-cuda-eager,1.746029,1.597753–1.985677,1.912138,1.858831–2.139226,1.09514,0.8956–1.3443,inconclusive,4/6/0,0.013684
   dense-2048,cuda-native,1.402673,1.297879–1.448059,1.331881,1.312709–1.344416,0.94953,0.9034–1.0401,within 5%,3/5/0,0.836412
   dense-2048,cuda-cublas,1.234824,1.119361–1.362021,1.143164,1.131439–1.157948,0.92577,0.7588–1.0475,within 5%,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.064404,1.762520–2.363375,1.831159,1.812482–1.849289,0.88702,0.7262–1.0596,inconclusive,3/5/0,0.836412

.. csv-table:: cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-device-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,0.911234,0.888803–1.121432,0.948144,0.899428–1.044032,1.04051,0.7879–1.2390,inconclusive,5/7/0,0.0796191
   dense-64,cuda-cublas,0.919813,0.906115–0.935793,1.003907,0.906509–1.088770,1.09142,0.9549–1.2509,inconclusive,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.066727,1.984461–2.352279,2.428785,2.225846–2.850678,1.17518,0.9211–1.4393,inconclusive,5/7/0,0.0796191
   dense-256,cuda-native,0.850688,0.840149–0.859905,0.854429,0.815462–0.912070,1.00440,0.9380–1.0939,inconclusive,4/6/0,0.209854
   dense-256,cuda-cublas,0.817208,0.807532–0.828376,0.837946,0.811530–0.867647,1.02538,0.9565–1.0986,inconclusive,4/6/0,0.209854
   dense-256,torch-cuda-eager,1.755529,1.733110–1.797184,1.882375,1.726717–2.088671,1.07225,0.9578–1.2226,inconclusive,4/6/0,0.209854
   dense-1024,cuda-native,1.180722,1.132465–1.228422,1.141277,1.089329–1.169668,0.96659,0.8802–1.0403,within 5%,4/6/0,0.013684
   dense-1024,cuda-cublas,1.031244,0.995295–1.062518,0.995544,0.976442–1.047084,0.96538,0.9147–1.0605,inconclusive,4/6/0,0.013684
   dense-1024,torch-cuda-eager,1.930071,1.788601–2.225875,1.877312,1.751392–2.063373,0.97266,0.7790–1.1679,inconclusive,4/6/0,0.013684
   dense-2048,cuda-native,1.617813,1.613205–1.685321,1.514992,1.509897–1.517828,0.93644,0.8608–0.9747,within 5%,3/5/0,0.836412
   dense-2048,cuda-cublas,1.429194,1.423358–1.438406,1.326780,1.321853–1.327822,0.92834,0.8611–0.9601,within 5%,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.329812,2.285018–2.397342,2.089514,2.071831–2.132065,0.89686,0.8446–0.9666,within 5%,3/5/0,0.836412

.. csv-table:: cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   poisson-8,cuda-native,3.303831,3.303505–3.305239,3.168321,3.151573–3.217167,0.95898,0.9403–1.0061,within 5%,26/28/0,0.579621
   poisson-8,torch-cuda-eager,6.410889,6.397238–6.497638,6.231969,6.099219–6.333915,0.97209,0.9276–1.0154,within 5%,26/28/0,0.579621
   poisson-32,cuda-native,14.250322,13.930013–14.679063,13.778431,13.598209–14.065130,0.96689,0.9142–1.0143,within 5%,118/122/2,0.840189
   poisson-32,torch-cuda-eager,27.631086,26.795074–29.201120,27.901607,26.837892–28.846007,1.00979,0.9131–1.0795,inconclusive,118/122/2,0.840189
   poisson-64,cuda-native,23.746827,23.494639–24.375162,23.292108,22.431598–23.909817,0.98085,0.9167–1.0229,within 5%,201/207/4,0.907427
   poisson-64,torch-cuda-eager,46.254460,45.919402–46.293140,47.567083,44.791871–50.167829,1.02838,0.9590–1.1067,inconclusive,201/207/4,0.907427
   poisson-128,cuda-native,80.769159,80.737827–81.238236,82.986574,82.653390–83.202915,1.02745,0.9854–1.0545,inconclusive,627/641/12,0.989568
   poisson-128,torch-cuda-eager,157.374844,156.735048–157.783679,156.723005,156.658356–156.965766,0.99586,0.9611–1.0326,within 5%,627/641/12,0.989568

.. csv-table:: cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   poisson-8,cuda-native,3.279709,3.272881–3.325366,3.349437,3.312836–3.358772,1.02126,0.9847–1.0354,within 5%,26/28/0,0.579621
   poisson-8,torch-cuda-eager,5.842759,5.799824–6.054050,6.098840,6.098840–6.100087,1.04383,0.9909–1.0646,inconclusive,26/28/0,0.579621
   poisson-32,cuda-native,14.730467,14.294930–15.009659,14.588573,14.584374–14.717026,0.99037,0.9647–1.0399,within 5%,118/122/2,0.840189
   poisson-32,torch-cuda-eager,26.264002,26.124898–26.646334,26.957089,26.922760–27.185284,1.02639,0.9857–1.0522,inconclusive,118/122/2,0.840189
   poisson-64,cuda-native,25.025784,24.656437–25.309890,25.061512,24.718104–25.441251,1.00143,0.9651–1.0408,within 5%,201/207/4,0.907427
   poisson-64,torch-cuda-eager,44.064166,43.910471–44.428435,46.031137,43.622060–47.768361,1.04464,0.9805–1.0988,inconclusive,201/207/4,0.907427
   poisson-128,cuda-native,95.372390,93.898939–99.478393,92.516533,88.946373–99.649071,0.97006,0.8917–1.0665,inconclusive,627/641/12,0.989568
   poisson-128,torch-cuda-eager,157.667027,155.569567–166.480888,151.695535,145.445434–163.365745,0.96213,0.8712–1.0664,inconclusive,627/641/12,0.989568

.. csv-table:: cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   poisson-8,cuda-native,2.160503,2.120399–2.195558,2.081049,2.055033–2.097751,0.96322,0.9277–0.9965,within 5%,26/28/0,0.579621
   poisson-8,torch-cuda-eager,6.107112,6.105040–6.119061,5.876903,5.714268–6.132364,0.96230,0.9205–1.0202,within 5%,26/28/0,0.579621
   poisson-32,cuda-native,9.620405,9.518952–9.646368,9.059375,9.021082–9.142924,0.94168,0.9163–0.9774,within 5%,118/122/2,0.840189
   poisson-32,torch-cuda-eager,27.975109,27.296053–29.376385,26.647873,25.566756–27.068029,0.95256,0.8686–0.9973,within 5%,118/122/2,0.840189
   poisson-64,cuda-native,15.967475,15.945422–15.980997,15.666450,14.774190–16.168397,0.98115,0.9185–1.0512,inconclusive,201/207/4,0.907427
   poisson-64,torch-cuda-eager,45.760656,45.073371–46.063794,45.777383,44.159391–48.994408,1.00037,0.9546–1.1010,inconclusive,201/207/4,0.907427
   poisson-128,cuda-native,51.976757,51.257024–53.147418,55.468974,53.105019–56.887801,1.06719,0.9933–1.1198,inconclusive,627/641/12,0.989568
   poisson-128,torch-cuda-eager,141.791912,138.074850–145.483379,146.319526,144.412824–148.429057,1.03193,0.9916–1.0983,inconclusive,627/641/12,0.989568

.. csv-table:: cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   poisson-8,cuda-native,2.439646,2.410012–2.461015,2.505717,2.354309–2.691609,1.02708,0.9518–1.1382,inconclusive,26/28/0,0.579621
   poisson-8,torch-cuda-eager,5.894838,5.696483–6.034497,6.099575,5.754987–6.427824,1.03473,0.9444–1.1600,inconclusive,26/28/0,0.579621
   poisson-32,cuda-native,11.007825,10.974845–11.018313,11.249118,10.706679–12.707757,1.02192,0.9583–1.1709,inconclusive,118/122/2,0.840189
   poisson-32,torch-cuda-eager,27.250869,26.655172–27.640598,28.321563,26.513971–30.094400,1.03929,0.9581–1.1562,inconclusive,118/122/2,0.840189
   poisson-64,cuda-native,19.337389,19.213387–19.418827,18.700057,18.065482–20.608506,0.96704,0.9250–1.1228,inconclusive,201/207/4,0.907427
   poisson-64,torch-cuda-eager,46.794734,46.664118–47.142069,48.436903,46.927487–52.413601,1.03509,0.9915–1.1386,inconclusive,201/207/4,0.907427
   poisson-128,cuda-native,59.134031,57.550007–60.168320,58.413502,57.115901–59.452866,0.98782,0.9484–1.0352,within 5%,627/641/12,0.989568
   poisson-128,torch-cuda-eager,141.932261,141.801521–143.001956,141.650706,141.638617–141.745497,0.99802,0.9819–1.0088,within 5%,627/641/12,0.989568

.. csv-table:: cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   poisson-8,cuda-native,4.156724,4.097712–4.292355,4.390955,4.326928–4.412127,1.05635,1.0069–1.0801,inconclusive,26/28/0,0.579621
   poisson-8,torch-cuda-eager,7.879071,7.694065–8.204484,8.401025,8.352212–8.544825,1.06625,1.0112–1.1182,inconclusive,26/28/0,0.579621
   poisson-32,cuda-native,18.848464,18.053667–19.652014,19.285041,19.165253–19.672166,1.02316,0.9683–1.0906,inconclusive,118/122/2,0.840189
   poisson-32,torch-cuda-eager,36.199954,33.685257–39.277835,37.324334,36.722688–37.846220,1.03106,0.9306–1.1295,inconclusive,118/122/2,0.840189
   poisson-64,cuda-native,33.292361,32.444624–34.991016,35.660499,30.902707–36.776018,1.07113,0.8777–1.1359,inconclusive,201/207/4,0.907427
   poisson-64,torch-cuda-eager,64.366005,63.422149–65.283851,65.872435,59.864466–70.457891,1.02340,0.9096–1.1215,inconclusive,201/207/4,0.907427
   poisson-128,cuda-native,146.371318,137.366554–158.995948,135.030664,134.480447–135.653854,0.92252,0.8140–0.9931,within 5%,627/641/12,0.989568
   poisson-128,torch-cuda-eager,244.460218,229.917570–282.536209,228.973104,228.638156–229.496946,0.93665,0.7880–1.0056,within 5%,627/641/12,0.989568

.. csv-table:: cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   poisson-8,cuda-native,4.957323,4.957323–5.055893,4.771534,4.433988–5.088170,0.96252,0.8471–1.0474,within 5%,26/28/0,0.579621
   poisson-8,torch-cuda-eager,9.100798,8.622127–10.586379,8.439896,8.151268–9.559206,0.92738,0.7506–1.1129,inconclusive,26/28/0,0.579621
   poisson-32,cuda-native,22.323318,21.730142–22.869499,21.224822,20.196006–22.456623,0.95079,0.8795–1.0356,within 5%,118/122/2,0.840189
   poisson-32,torch-cuda-eager,38.542790,37.134384–38.748348,37.240915,36.051218–38.906410,0.96622,0.9281–1.0513,inconclusive,118/122/2,0.840189
   poisson-64,cuda-native,37.854073,35.363141–40.070598,37.750473,36.783437–38.626764,0.99726,0.8336–1.0990,inconclusive,201/207/4,0.907427
   poisson-64,torch-cuda-eager,64.983568,60.528273–69.464964,65.499311,63.336379–65.743263,1.00794,0.9031–1.0925,inconclusive,201/207/4,0.907427
   poisson-128,cuda-native,150.305715,146.081934–156.118949,149.248917,148.162794–150.824722,0.99297,0.9459–1.0365,within 5%,627/641/12,0.989568
   poisson-128,torch-cuda-eager,229.654726,222.111392–236.264382,229.731926,226.542492–230.911091,1.00034,0.9553–1.0479,within 5%,627/641/12,0.989568

.. csv-table:: cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-device-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   poisson-8,cuda-native,2.338952,2.300328–2.377289,2.442431,2.405703–2.572919,1.04424,1.0091–1.1219,inconclusive,26/28/0,0.579621
   poisson-8,torch-cuda-eager,7.730773,7.631734–7.865151,8.688661,8.122257–9.498698,1.12391,1.0309–1.2590,inconclusive,26/28/0,0.579621
   poisson-32,cuda-native,10.003767,9.651577–10.225537,10.629284,10.327602–10.786959,1.06253,1.0084–1.1220,inconclusive,118/122/2,0.840189
   poisson-32,torch-cuda-eager,34.866040,32.514457–36.190145,39.075088,37.895818–40.506774,1.12072,1.0449–1.2487,inconclusive,118/122/2,0.840189
   poisson-64,cuda-native,18.216732,18.090177–18.251642,18.232913,17.588888–18.676670,1.00089,0.9533–1.0422,within 5%,201/207/4,0.907427
   poisson-64,torch-cuda-eager,63.235289,62.747904–63.614350,66.018589,64.355797–69.213761,1.04401,1.0026–1.1076,inconclusive,201/207/4,0.907427
   poisson-128,cuda-native,64.839879,63.933985–65.497188,59.877747,59.155951–60.785634,0.92347,0.8946–0.9697,within 5%,627/641/12,0.989568
   poisson-128,torch-cuda-eager,217.910613,211.580616–220.439928,198.742244,197.645995–202.319706,0.91204,0.8927–0.9618,within 5%,627/641/12,0.989568

.. csv-table:: cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-device-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   poisson-8,cuda-native,3.237760,3.221316–3.268938,3.244423,3.234490–3.249017,1.00206,0.9826–1.0244,within 5%,26/28/0,0.579621
   poisson-8,torch-cuda-eager,8.586614,8.545290–8.634798,9.037401,8.763960–9.608370,1.05250,1.0040–1.1355,inconclusive,26/28/0,0.579621
   poisson-32,cuda-native,13.647972,13.624700–13.767136,13.747917,13.733243–13.777028,1.00732,0.9848–1.0277,within 5%,118/122/2,0.840189
   poisson-32,torch-cuda-eager,37.566734,37.213828–38.338722,39.106715,37.973594–40.038840,1.04099,0.9835–1.0923,inconclusive,118/122/2,0.840189
   poisson-64,cuda-native,23.658136,23.483003–24.011941,23.345598,23.310119–23.441823,0.98679,0.9615–1.0166,within 5%,201/207/4,0.907427
   poisson-64,torch-cuda-eager,65.025042,64.812073–65.806994,66.542670,66.199314–66.580867,1.02334,0.9937–1.0449,within 5%,201/207/4,0.907427
   poisson-128,cuda-native,73.477345,72.630081–74.566569,77.902042,73.225589–84.626430,1.06022,0.9797–1.1677,inconclusive,627/641/12,0.989568
   poisson-128,torch-cuda-eager,198.619873,198.241564–200.548138,201.534060,200.891042–203.583317,1.01467,0.9988–1.0401,within 5%,627/641/12,0.989568

.. csv-table:: cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,11.033323,10.753887–11.456670,10.582142,10.433898–10.771969,0.95911,0.9107–1.0020,within 5%,50/101/0,0.575554
   dense-64,cuda-cublas,11.057422,10.663858–11.318660,10.474358,10.373874–10.540921,0.94727,0.9067–0.9899,within 5%,49/99/0,0.92839
   dense-64,torch-cuda-eager,21.857056,20.726376–23.257679,20.674854,20.198061–21.260924,0.94591,0.8659–1.0290,within 5%,49/99/0,0.92839
   dense-256,cuda-native,14.968545,14.964711–14.971777,14.590808,14.326958–14.904033,0.97476,0.9496–1.0042,within 5%,65/131/0,0.869377
   dense-256,cuda-cublas,14.818136,14.733795–14.818136,14.269049,13.984526–14.757466,0.96294,0.9322–1.0179,within 5%,65/131/0,0.870897
   dense-256,torch-cuda-eager,29.506604,29.089279–30.639588,28.551391,27.640447–30.904097,0.96763,0.9008–1.0642,inconclusive,65/131/0,0.873989
   dense-1024,cuda-native,22.414526,22.414526–22.446247,22.557761,22.178200–22.917091,1.00639,0.9808–1.0378,within 5%,69/139/0,0.857221
   dense-1024,cuda-cublas,19.409018,19.277987–19.543366,19.622162,19.617490–19.733102,1.01098,0.9984–1.0351,within 5%,69/139/0,0.857221
   dense-1024,torch-cuda-eager,30.167952,30.130304–30.204092,30.972154,30.194105–31.640069,1.02666,0.9926–1.0650,inconclusive,69/139/0,0.857221
   dense-2048,cuda-native,32.233901,32.207482–32.351304,32.220518,32.169776–32.270392,0.99958,0.9896–1.0056,within 5%,68/137/0,0.981309
   dense-2048,cuda-cublas,29.489003,29.460037–29.489003,29.275385,29.267087–29.296218,0.99276,0.9825–1.0010,within 5%,68/137/0,0.981309
   dense-2048,torch-cuda-eager,40.143921,40.123889–40.143921,40.059142,39.769353–40.173092,0.99789,0.9793–1.0174,within 5%,68/137/0,0.981309

.. csv-table:: cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,11.108707,11.044102–11.321551,13.844862,12.694620–14.749847,1.24631,1.1040–1.3671,regression,50/101/0,0.575554
   dense-64,cuda-cublas,11.152783,11.138487–11.253697,13.789042,12.516388–14.620488,1.23638,1.1008–1.3476,regression,49/99/0,0.92839
   dense-64,torch-cuda-eager,21.817497,21.663279–22.077289,25.384560,24.261836–26.718228,1.16350,1.0877–1.3251,regression,49/99/0,0.92839
   dense-256,cuda-native,15.601380,15.544904–15.654845,19.317752,19.214567–19.832255,1.23821,1.1416–1.3149,regression,65/131/0,0.869377
   dense-256,cuda-cublas,14.632590,14.472015–14.812641,18.643162,18.073161–19.558390,1.27408,1.1521–1.3827,regression,65/131/0,0.870897
   dense-256,torch-cuda-eager,27.789514,27.782814–27.816394,35.688281,35.127042–36.998184,1.28424,1.2360–1.3662,regression,65/131/0,0.873989
   dense-1024,cuda-native,22.957656,22.786849–23.199883,25.619763,25.141990–26.741962,1.11596,1.0798–1.1911,regression,69/139/0,0.857221
   dense-1024,cuda-cublas,19.835987,19.792914–20.121025,21.994839,21.501324–23.977066,1.10884,1.0650–1.2343,regression,69/139/0,0.857221
   dense-1024,torch-cuda-eager,30.155656,29.084347–31.430644,34.168129,33.788767–35.985512,1.13306,1.0723–1.2456,regression,69/139/0,0.857221
   dense-2048,cuda-native,32.715172,32.052268–35.552681,32.548074,31.561505–34.972277,0.99489,0.8845–1.0952,inconclusive,68/137/0,0.981309
   dense-2048,cuda-cublas,31.168644,29.906305–33.549657,30.174584,29.389845–32.304977,0.96811,0.8741–1.0816,inconclusive,68/137/0,0.981309
   dense-2048,torch-cuda-eager,41.329146,39.834634–45.510520,40.696106,39.853324–44.708963,0.98468,0.8718–1.1249,inconclusive,68/137/0,0.981309

.. csv-table:: cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,6.812264,6.717953–7.090858,6.716242,6.660786–6.933609,0.98590,0.9245–1.0381,within 5%,50/101/0,0.575554
   dense-64,cuda-cublas,7.443172,7.246520–7.800630,7.325131,7.147550–7.513520,0.98414,0.9100–1.0442,within 5%,49/99/0,0.92839
   dense-64,torch-cuda-eager,21.792969,21.255133–23.179407,21.702943,21.543292–21.979246,0.99587,0.9208–1.0393,within 5%,49/99/0,0.92839
   dense-256,cuda-native,10.283729,10.003239–10.713855,10.293267,10.256011–10.307501,1.00093,0.9478–1.0482,within 5%,65/131/0,0.869377
   dense-256,cuda-cublas,10.600072,10.449015–10.827952,10.200398,10.055734–10.343656,0.96230,0.9184–1.0315,within 5%,65/131/0,0.870897
   dense-256,torch-cuda-eager,29.101130,28.099899–31.341545,29.147339,28.994091–29.198280,1.00159,0.9176–1.0514,inconclusive,65/131/0,0.873989
   dense-1024,cuda-native,14.730243,14.386807–15.312895,15.200294,15.152722–15.230785,1.03191,0.9760–1.0646,inconclusive,69/139/0,0.857221
   dense-1024,cuda-cublas,13.226959,12.976821–13.751913,13.731574,13.694491–13.774041,1.03815,0.9855–1.0684,inconclusive,69/139/0,0.857221
   dense-1024,torch-cuda-eager,29.487858,28.897342–30.387725,30.056228,29.900358–30.174159,1.01927,0.9775–1.0466,within 5%,69/139/0,0.857221
   dense-2048,cuda-native,27.510609,27.510018–27.519818,27.675042,27.508232–27.760351,1.00598,0.9942–1.0160,within 5%,68/137/0,0.981309
   dense-2048,cuda-cublas,25.037448,24.981948–25.084990,25.262308,25.226538–25.279587,1.00898,0.9980–1.0175,within 5%,68/137/0,0.981309
   dense-2048,torch-cuda-eager,40.587395,40.455181–40.624350,41.957598,41.328018–42.520314,1.03376,1.0091–1.0597,inconclusive,68/137/0,0.981309

.. csv-table:: cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,cuda-native,8.036233,7.906610–8.331692,7.818099,7.732554–7.907550,0.97286,0.9235–1.0116,within 5%,50/101/0,0.575554
   dense-64,cuda-cublas,7.896412,7.799341–7.922782,7.724690,7.571743–7.884109,0.97825,0.9469–1.0329,within 5%,49/99/0,0.92839
   dense-64,torch-cuda-eager,22.263033,22.090734–22.389496,22.019807,22.010233–22.025109,0.98907,0.9654–1.0061,within 5%,49/99/0,0.92839
   dense-256,cuda-native,11.057611,10.791486–11.833521,10.653621,10.476482–10.836085,0.96346,0.8825–1.0127,within 5%,65/131/0,0.869377
   dense-256,cuda-cublas,10.808813,10.620678–11.348804,10.627054,10.420143–10.811091,0.98318,0.9161–1.0294,within 5%,65/131/0,0.870897
   dense-256,torch-cuda-eager,29.548424,29.547027–29.551603,28.901415,28.762587–29.034825,0.97810,0.9622–0.9905,within 5%,65/131/0,0.873989
   dense-1024,cuda-native,15.440641,15.419083–15.480309,15.111769,15.060721–15.149346,0.97870,0.9585–1.0144,within 5%,69/139/0,0.857221
   dense-1024,cuda-cublas,13.877944,13.781639–13.985621,13.491253,13.390379–13.515496,0.97214,0.9508–0.9927,within 5%,69/139/0,0.857221
   dense-1024,torch-cuda-eager,30.390695,29.853777–30.766953,29.348927,29.002356–29.622142,0.96572,0.9347–0.9960,within 5%,69/139/0,0.857221
   dense-2048,cuda-native,27.377696,27.182156–27.488182,27.465109,27.388529–27.521563,1.00319,0.9948–1.0138,within 5%,68/137/0,0.981309
   dense-2048,cuda-cublas,25.293705,25.186429–25.331041,25.455461,25.416897–25.601831,1.00640,0.9997–1.0198,within 5%,68/137/0,0.981309
   dense-2048,torch-cuda-eager,40.607355,39.616666–41.105184,41.102035,40.938491–41.881733,1.01218,0.9929–1.0559,inconclusive,68/137/0,0.981309

.. csv-table:: cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   poisson-8,cuda-native,5.921744,5.798506–6.047516,5.776656,5.750027–5.800757,0.97550,0.9421–1.0039,within 5%,26/53/0,0.579621
   poisson-8,torch-cuda-eager,11.443843,11.260971–11.743057,10.753043,10.607848–10.923158,0.93964,0.8971–0.9799,within 5%,26/53/0,0.579621
   poisson-32,cuda-native,21.120271,20.700044–21.522989,20.869563,20.763045–20.914843,0.98813,0.9552–1.0181,within 5%,92/185/0,0.838111
   poisson-32,torch-cuda-eager,38.557985,37.597062–39.503730,37.930011,37.715738–38.225083,0.98371,0.9482–1.0206,within 5%,92/185/0,0.838111
   poisson-64,cuda-native,40.639286,39.246395–41.589141,41.867903,41.025526–42.640765,1.03023,0.9603–1.1482,inconclusive,174/349/0,0.912222
   poisson-64,torch-cuda-eager,72.531041,72.173287–72.839219,77.470640,76.864875–78.068294,1.06810,1.0210–1.0981,inconclusive,174/349/0,0.912222
   poisson-128,cuda-native,89.262210,89.201219–89.640315,88.660044,88.470083–88.993914,0.99325,0.9757–1.0069,within 5%,325/651/0,0.986874
   poisson-128,torch-cuda-eager,154.050197,153.396974–154.159814,154.415930,154.207658–154.749254,1.00237,0.9926–1.0137,within 5%,325/651/0,0.986874

.. csv-table:: cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   poisson-8,cuda-native,5.840860,5.830081–5.852722,5.954455,5.878868–6.024146,1.01945,0.9972–1.0426,within 5%,26/53/0,0.579621
   poisson-8,torch-cuda-eager,10.858431,10.851607–10.883157,11.301230,11.140423–11.504513,1.04078,1.0063–1.0794,inconclusive,26/53/0,0.579621
   poisson-32,cuda-native,20.252893,20.095724–20.425361,19.646638,19.524518–19.785300,0.97007,0.9521–0.9902,within 5%,92/185/0,0.838111
   poisson-32,torch-cuda-eager,37.541181,37.041353–37.960851,36.259202,36.230652–36.259202,0.96585,0.9451–0.9871,within 5%,92/185/0,0.838111
   poisson-64,cuda-native,39.825457,39.361991–41.419722,37.895388,37.711455–39.015301,0.95154,0.8103–1.0093,within 5%,174/349/0,0.912222
   poisson-64,torch-cuda-eager,72.220542,71.060494–73.212574,69.591256,69.013638–70.555364,0.96359,0.9281–0.9959,within 5%,174/349/0,0.912222
   poisson-128,cuda-native,93.118469,92.724504–93.315006,89.785870,89.095299–90.153374,0.96421,0.9407–0.9818,within 5%,325/651/0,0.986874
   poisson-128,torch-cuda-eager,151.843777,151.159123–152.615397,147.869857,144.922574–148.107912,0.97383,0.9392–0.9860,within 5%,325/651/0,0.986874

.. csv-table:: cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   poisson-8,cuda-native,3.717275,3.517136–4.233653,3.629546,3.562765–3.815335,0.97640,0.8069–1.0885,inconclusive,26/53/0,0.579621
   poisson-8,torch-cuda-eager,10.736386,10.489477–12.562902,10.966629,10.629741–11.334425,1.02145,0.7966–1.0885,inconclusive,26/53/0,0.579621
   poisson-32,cuda-native,12.863001,12.244243–14.322206,13.073223,12.578823–13.748815,1.01634,0.8758–1.1257,inconclusive,92/185/0,0.838111
   poisson-32,torch-cuda-eager,38.081312,36.502865–46.304288,38.948048,37.814150–41.613253,1.02276,0.8164–1.1441,inconclusive,92/185/0,0.838111
   poisson-64,cuda-native,26.454990,23.131097–31.631425,25.878415,23.145198–27.330320,0.97821,0.7275–1.1938,inconclusive,174/349/0,0.912222
   poisson-64,torch-cuda-eager,73.106734,69.012732–90.256951,73.480416,68.311696–79.648232,1.00511,0.7569–1.1624,inconclusive,174/349/0,0.912222
   poisson-128,cuda-native,53.466231,52.189017–54.445740,56.944581,50.278592–63.592903,1.06506,0.9178–1.2221,inconclusive,325/651/0,0.986874
   poisson-128,torch-cuda-eager,141.705255,140.219807–141.757894,150.511894,136.468849–178.590928,1.06215,0.9445–1.3031,inconclusive,325/651/0,0.986874

.. csv-table:: cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   poisson-8,cuda-native,4.092973,4.067335–4.132265,4.110447,3.998291–4.165610,1.00427,0.9626–1.0351,within 5%,26/53/0,0.579621
   poisson-8,torch-cuda-eager,10.281599,10.005682–10.691560,10.580118,10.466287–10.918271,1.02903,0.9752–1.0936,inconclusive,26/53/0,0.579621
   poisson-32,cuda-native,14.480199,14.422418–14.659456,14.578269,13.784623–15.073590,1.00677,0.9305–1.0561,inconclusive,92/185/0,0.838111
   poisson-32,torch-cuda-eager,36.687059,36.364953–37.359041,37.553518,36.377105–40.549205,1.02362,0.9710–1.1206,inconclusive,92/185/0,0.838111
   poisson-64,cuda-native,28.247357,27.817652–28.570744,27.775097,26.423403–28.447125,0.98328,0.9193–1.0320,within 5%,174/349/0,0.912222
   poisson-64,torch-cuda-eager,70.833404,67.868431–71.000642,71.065251,69.447756–73.408046,1.00327,0.9560–1.0833,inconclusive,174/349/0,0.912222
   poisson-128,cuda-native,58.082220,57.584866–58.950196,57.164884,56.402004–57.488039,0.98421,0.9543–1.0063,within 5%,325/651/0,0.986874
   poisson-128,torch-cuda-eager,135.849138,135.849138–136.278601,134.868909,134.269441–135.032428,0.99278,0.9609–1.0057,within 5%,325/651/0,0.986874

Current-source framework comparisons
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

These are descriptive ratios of current pooled-round medians from the same
matched configuration, not strict comparisons across frameworks or scopes.
Every higher current-native median remains listed below.

.. csv-table:: All current matched scopes
   :class: benchmark-results
   :header-rows: 1

   Configuration,Native,Reference,Lower/higher/equal,Current ratio range,Same known I/M/R
   cuda-release-cuda-dense-f64-v1-none-api-fused1-host-standard,cuda-native,torch-cuda-eager,4/0/0,0.4527–0.7635,True
   cuda-release-cuda-dense-f64-v1-none-api-fused1-host-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.5488–0.7567,True
   cuda-release-cuda-dense-f64-v1-none-api-fused0-host-standard,cuda-native,torch-cuda-eager,4/0/0,0.4821–0.7829,True
   cuda-release-cuda-dense-f64-v1-none-api-fused0-host-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.5913–0.7905,True
   cuda-release-cuda-dense-f64-v1-none-api-fused1-device-standard,cuda-native,torch-cuda-eager,4/0/0,0.3018–0.6360,True
   cuda-release-cuda-dense-f64-v1-none-api-fused1-device-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.4022–0.6656,True
   cuda-release-cuda-dense-f64-v1-none-api-fused0-device-standard,cuda-native,torch-cuda-eager,4/0/0,0.3322–0.6602,True
   cuda-release-cuda-dense-f64-v1-none-api-fused0-device-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.4396–0.6778,True
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard,cuda-native,torch-cuda-eager,4/0/0,0.3616–0.5795,True
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard,cuda-cublas,torch-cuda-eager,0/4/0,1.0647–1.2512,True
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard,cuda-native,torch-cuda-eager,4/0/0,0.4129–0.5664,True
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard,cuda-cublas,torch-cuda-eager,0/4/0,1.1591–1.2404,True
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard,cuda-native,torch-cuda-eager,4/0/0,0.2029–0.5368,True
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard,cuda-cublas,torch-cuda-eager,3/1/0,0.7323–1.1922,True
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard,cuda-native,torch-cuda-eager,4/0/0,0.3756–0.5894,True
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard,cuda-cublas,torch-cuda-eager,0/4/0,1.1568–1.2343,True
   cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-host-standard,cuda-native,torch-cuda-eager,4/0/0,0.2510–0.4597,True
   cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-host-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.2584–0.4337,True
   cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-host-standard,cuda-native,torch-cuda-eager,4/0/0,0.4360–0.7209,True
   cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-host-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.4348–0.6291,True
   cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-device-standard,cuda-native,torch-cuda-eager,4/0/0,0.3091–0.6296,True
   cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-device-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.3292–0.5513,True
   cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-device-standard,cuda-native,torch-cuda-eager,4/0/0,0.3754–0.6954,True
   cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-device-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.3803–0.6086,True
   cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-host-standard,cuda-native,torch-cuda-eager,4/0/0,0.4801–0.8279,True
   cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-host-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.4922–0.7294,True
   cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-host-standard,cuda-native,torch-cuda-eager,4/0/0,0.5212–0.8427,True
   cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-host-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.5341–0.7392,True
   cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-device-standard,cuda-native,torch-cuda-eager,4/0/0,0.3091–0.7273,True
   cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-device-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.3376–0.6243,True
   cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-device-standard,cuda-native,torch-cuda-eager,4/0/0,0.3904–0.7250,True
   cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-device-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.4133–0.6350,True
   cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-standard,cuda-native,torch-cuda-eager,4/0/0,0.4897–0.5295,True
   cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-standard,cuda-native,torch-cuda-eager,4/0/0,0.5412–0.6099,True
   cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-standard,cuda-native,torch-cuda-eager,4/0/0,0.3400–0.3791,True
   cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-standard,cuda-native,torch-cuda-eager,4/0/0,0.3861–0.4124,True
   cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-host-standard,cuda-native,torch-cuda-eager,4/0/0,0.5167–0.5897,True
   cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-host-standard,cuda-native,torch-cuda-eager,4/0/0,0.5654–0.6497,True
   cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-device-standard,cuda-native,torch-cuda-eager,4/0/0,0.2720–0.3013,True
   cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-device-standard,cuda-native,torch-cuda-eager,4/0/0,0.3508–0.3865,True
   cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5110–0.8043,False
   cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.4998–0.7308,True
   cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5413–0.7998,False
   cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.5224–0.7415,True
   cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3095–0.6596,False
   cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.3375–0.6021,True
   cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3550–0.6682,False
   cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.3508–0.6193,True
   cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5372–0.5742,True
   cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5269–0.6072,True
   cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3310–0.3783,True
   cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3882–0.4239,True

.. csv-table:: Complete current higher-median inventory
   :class: benchmark-results
   :header-rows: 1

   Configuration,Case,Native/reference,Native pooled ms,Reference pooled ms,Ratio,Native I/M/R,Reference I/M/R
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard,dense-64,cuda-cublas/torch-cuda-eager,3.672605,3.173684,1.15721,5/7/0; 5/7/0,5/7/0; 5/7/0
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard,dense-256,cuda-cublas/torch-cuda-eager,3.028965,2.420834,1.25121,4/6/0; 4/6/0,4/6/0; 4/6/0
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard,dense-1024,cuda-cublas/torch-cuda-eager,2.956777,2.777185,1.06467,4/6/0; 4/6/0,4/6/0; 4/6/0
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard,dense-2048,cuda-cublas/torch-cuda-eager,3.291634,2.691644,1.22291,3/5/0; 3/5/0,3/5/0; 3/5/0
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard,dense-64,cuda-cublas/torch-cuda-eager,3.590308,3.070976,1.16911,5/7/0; 5/7/0,5/7/0; 5/7/0
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard,dense-256,cuda-cublas/torch-cuda-eager,2.991634,2.411900,1.24036,4/6/0; 4/6/0,4/6/0; 4/6/0
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard,dense-1024,cuda-cublas/torch-cuda-eager,3.124646,2.695808,1.15908,4/6/0; 4/6/0,4/6/0; 4/6/0
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard,dense-2048,cuda-cublas/torch-cuda-eager,3.243849,2.758790,1.17582,3/5/0; 3/5/0,3/5/0; 3/5/0
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard,dense-2048,cuda-cublas/torch-cuda-eager,3.405048,2.856041,1.19223,3/5/0; 3/5/0,3/5/0; 3/5/0
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard,dense-64,cuda-cublas/torch-cuda-eager,2.904270,2.510683,1.15676,5/7/0; 5/7/0,5/7/0; 5/7/0
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard,dense-256,cuda-cublas/torch-cuda-eager,2.668055,2.282855,1.16874,4/6/0; 4/6/0,4/6/0; 4/6/0
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard,dense-1024,cuda-cublas/torch-cuda-eager,2.893809,2.344498,1.23430,4/6/0; 4/6/0,4/6/0; 4/6/0
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard,dense-2048,cuda-cublas/torch-cuda-eager,2.803622,2.294444,1.22192,3/5/0; 3/5/0,3/5/0; 3/5/0

Source, controls and raw evidence
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

* baseline/cuda-release: compiled ``445275a3994e342b06de4093889f3f814c8706c6``, tree ``5d7ba07832dc7576810ddd5d07d66e4b87ef8109``, identity SHA256 ``f4a79e809aa636e857d50b5dce39f9eb11f94910901ea18213cd395a5c066ae2``.
  Loaded ``_core`` SHA256: ``84d7166a496b4190f373fbdf2ffd057af8c7ada67f53670aed9d30ba78ba764a``.
  Loaded ``_cuda`` SHA256: ``2b95332f5e7cfa622e5de9eeb109ed8d6b2798f7e9eb9f8ee7d686a9c1f71fbe``.
* current/cuda-release: compiled ``3551afcfee3faa6d4aa718cf9315782cc2ebb001``, tree ``d501e0325eb6cc29b86eec3371490c1bcef679ef``, identity SHA256 ``cff3637d6c0a6e19e732698d701900453c58d6952940287689ba4e897a976e82``.
  Loaded ``_core`` SHA256: ``84d7166a496b4190f373fbdf2ffd057af8c7ada67f53670aed9d30ba78ba764a``.
  Loaded ``_cuda`` SHA256: ``899ad46740a6fea0817e7e86697257172b2fd3b1e8c13fffa1f31812b3719cdc``.

Manifest SHA256: ``4a4ad71328282e6cf35728a17901bdfab6fab8db35e4c396a4ba6c0c40bcb43c``.
Plan SHA256: ``868dbf0dfc50f88884291d025fed7bca2ad9ff8af840fc3470dd63e73399bc4c``.

.. csv-table:: Every full strict report and actual comparator
   :class: benchmark-results
   :header-rows: 1

   Configuration,Verdict,Report SHA256,Comparator SHA256,Comparator path
   cuda-release-cuda-dense-f64-v1-none-api-fused1-host-standard,regression,ac8a225c72eaeddd05256f5f764fe40f3fd690e48eab67bf069e4d27b37b8ff6,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-none-api-fused0-host-standard,inconclusive,a05b0c38c79a32d59c9434047d4292013c1639f68fbef0ecf740a1d1ecc954d8,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-none-api-fused1-device-standard,inconclusive,dd6a1bcb611c34f05bcd1888d326792c9481a1281197b07dd7992c68552420e7,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-none-api-fused0-device-standard,inconclusive,ba7365f5da23d854bf3cc5bf4ba1e4808b1742b70d65503e393dc5dbd3eb2319,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard,inconclusive,a986f3df447ba8ebcd51d53d45924faff98ced229b1addb9fe18ed2beb27ff11,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard,inconclusive,63b0419ec25f104167fcd43c649a6e1a668292ffe3bf7cc0a077e677690d305c,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard,inconclusive,c79aa8d8153d652762d6d1d21c4b23b94678b0001f28d348b7397912204568a2,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard,inconclusive,2322994de805b4a59d8389dc5ed2be23a8886ca9a82fbdc86c7ef77118419ab4,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-host-standard,inconclusive,d4c06ba1e764fd71fa6906ba5fafd23a273f1964a9e8f5e6592f2c45fa2378f4,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-host-standard,inconclusive,cfe506d90b12170fe10f54de0464dbf290e76a8f50818d44ed769c28985c3fd9,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-device-standard,inconclusive,d26fc876450adc16f586669716aa60b2f3b994f0026601696a8f90cfe47fecd5,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-device-standard,inconclusive,c2e32e784c57d80f8ba07850593c89f94d1e1f368750246ca097bb4c30e6ae20,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-host-standard,inconclusive,ee43932bd861fba9ae850e2aacfb6429ce80003ade561d45253c102d1abccc06,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-host-standard,inconclusive,59ffde443c5a698fd12c191eb0ec54e6993c650712e28647b250d9e3cf235217,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-device-standard,inconclusive,174b62a4599f34176820f2fbf353436d5786b3afb7baeacb4f4f0f2cf16a7e95,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-device-standard,inconclusive,a514e81e938ee8865318615d07dc5bdaee37fb921bb231efff9e0acb6cce52f2,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-standard,inconclusive,ad575e0b84049e09f9d41c23cc80bafa3f9347662fc0c9cd83037dc8fd52a619,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-standard,inconclusive,361706cc2cee5a795dee812361f5f625c621c22e5ebccd6bc58c4e2ad1b4b88d,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-standard,inconclusive,349abbd1b956bf9ac868f3e68d1600349d154b8f57b995ffe1694670f3bbf417,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-standard,inconclusive,7807c30b74c0f0135dd6bf5e9084ee3b537216d38ffd03c2b9c182bd4752de66,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-host-standard,inconclusive,e01cc0f9caa169564482df325949d5189ff00dfe5c27b038121fa9b19d2cc2c6,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-host-standard,inconclusive,d86e544901085da802e5596c97aea941cb01fe489ea8fafe1a771a3d0e4de12b,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-device-standard,inconclusive,2382ea761a43ef9c2b775ab26658404845d6e481595d0358d64485492874f949,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
   cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-device-standard,inconclusive,d90acd87b78cb08552db66ad1ff145bebcc1985c9005a25c9f44f247d6dcdf85,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
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   cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-explicit,inconclusive,715af789aa1081b2b71374d014d64f267873d5f7a9ba43c98c4aa2b75869d70a,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py
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   cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-explicit,inconclusive,e980b7d5b14fa3d4ab924d522c5b638bfa5dee8ea0d1232e4f70c5fbcf2f1604,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cuda-guards-stages/cuda-release/tools/compare_performance.py

.. csv-table:: Every actual C++ source difference
   :class: benchmark-results
   :header-rows: 1

   Path,A SHA256,B SHA256
   cpp/cg/runtime/cuda/detail/runtime.hpp,ae49ae02c985675947985c85274945f52a3611ada0b5603ef00aac459aed892c,c312606c50a0b76cda1a10171bad59a7a239a2024c12d5491ca01c5e56339f92

Complete source/cache changes, providers, applicable Torch metadata and full
per-suite/per-configuration runtime pools are preserved without projection
in the analysis JSON. Baseline fixture analysis SHA256: ``de2ef5d04cbb19e263bb33799c90f1566648e0c40463f38cc16c55c2302227ac``.

.. csv-table:: All original raw/import/log identities
   :class: benchmark-results
   :header-rows: 1

   Run,Raw path,Raw SHA256,Import SHA256,Log SHA256
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Same-spec public reproduction
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Use a fresh root checkout with the project-local CPU/CUDA environments and
toolkit described in :doc:`../install` and :doc:`../cuda`. The following
creates two detached sources; both use the same absolute local environments.
Build both sources and all selected presets before quiet timing. Never
point BUILD_DIR at a frozen evidence stage. Unique outputs and the complete
ABBA order below preserve all controls; new timings are not historical replay.

.. code-block:: sh

   PROJECT="$PWD"
   git fetch origin 445275a3994e342b06de4093889f3f814c8706c6 3551afcfee3faa6d4aa718cf9315782cc2ebb001
   A_SOURCE="$PROJECT/build/reproduce-cuda-abba-A"
   B_SOURCE="$PROJECT/build/reproduce-cuda-abba-B"
   git worktree add --detach "$A_SOURCE" 445275a3994e342b06de4093889f3f814c8706c6
   git worktree add --detach "$B_SOURCE" 3551afcfee3faa6d4aa718cf9315782cc2ebb001
   export OMP_DYNAMIC=FALSE MKL_DYNAMIC=FALSE
   export CUBLAS_WORKSPACE_CONFIG=:4096:8
   unset CUDA_LAUNCH_BLOCKING

   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-device-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-device-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-device-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-device-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-device-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-device-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-device-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-device-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-device-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-device-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-device-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-device-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-device-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-device-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-device-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-device-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-device-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-device-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-device-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-device-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-device-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-device-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-device-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-device-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-device-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-device-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-device-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-device-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-device-standard-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-device-standard-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-device-standard-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-device-standard-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-explicit-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-explicit-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-explicit-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-explicit-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-explicit-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-explicit-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-explicit-b02-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-explicit-b03-current.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cuda-release PYTHON="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$PROJECT/.deps/cuda-12.8" CUDA_HOST_COMPILER=/usr/bin/g++-13 CUDA_ARCHITECTURES=75 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/g++-13 -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"' -DCMAKE_CUDA_FLAGS= '"'"'-DCMAKE_CUDA_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')

Compare each configuration's two complete A outputs against its two B outputs
with that B source's unchanged ``scripts/compare_performance.py`` and its
matching local Python/package. Use ``--max-regression .05``,
``--bootstrap-samples 10000`` and ``--seed 20261017``. All exact comparator
argv and original file paths remain in the analysis JSON.


cpu-abba (cpu) fixed A/B campaign
---------------------------------

Whole-campaign verdict: **regression**.
All 144 artifacts/1920 candidate/case outcomes are retained.

Declared selection context: Initial CPU two-group column scheduling candidate, preserving original two-row four-lane accumulation order; chosen before current-main baseline and before either component timing outcome was examined; whole fixed CPU inventory and controls retained

.. csv-table:: Every native and framework strict result
   :class: benchmark-results
   :header-rows: 1

   Candidate,Role,Rows,Within 5%,Inconclusive,Regression,Comparison failed
   native,native,144,27,112,5,0
   numpy-out,framework control,144,34,103,7,0
   torch-eager-out,framework control,144,19,114,11,0
   native-blas,native,48,7,39,2,0

All candidate rows
~~~~~~~~~~~~~~~~~~

A/B and current/reference ratios below one indicate a lower measured numerator.
Ranges bracket the two process medians and are not confidence intervals.
Saved strict intervals compare current against A/B baseline; they do not give
confidence for the separate current/native-to-framework comparison.

.. csv-table:: cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.044582,0.037823–0.047439,0.052560,0.052194–0.053962,1.17895,1.0409–1.4793,inconclusive,49/51/0,0.607749
   dense-64,numpy-out,0.240360,0.223717–0.284158,0.292766,0.282882–0.293930,1.21803,0.9812–1.3950,inconclusive,49/51/0,0.61272
   dense-64,torch-eager-out,0.400848,0.344699–0.458070,0.452844,0.451177–0.454246,1.12971,0.9385–1.4161,inconclusive,49/51/0,0.635707
   dense-256,native,0.454961,0.445905–0.458589,0.478903,0.468718–0.509493,1.05263,0.9975–1.1993,inconclusive,67/70/1,0.971216
   dense-256,numpy-out,0.770162,0.763485–0.803782,0.847851,0.818112–0.883223,1.10087,0.9988–1.2329,inconclusive,67/70/1,0.969964
   dense-256,torch-eager-out,0.992779,0.976919–1.047824,1.207226,1.186802–1.349438,1.21601,1.0893–1.4246,regression,67/70/1,0.972357
   dense-1024,native,9.644288,9.246771–9.953372,9.549330,8.739408–10.496489,0.99015,0.8733–1.1388,inconclusive,70/73/1,0.928014
   dense-1024,numpy-out,10.647970,10.354628–10.999453,10.671072,9.614954–11.299639,1.00217,0.8613–1.0923,inconclusive,70/73/1,0.928014
   dense-1024,torch-eager-out,11.786691,11.299452–12.092529,11.717750,10.707986–12.339673,0.99415,0.8797–1.0973,inconclusive,70/73/1,0.928014
   dense-2048,native,81.030971,76.424419–87.075374,83.870782,79.792816–86.205069,1.03505,0.9031–1.1312,inconclusive,70/73/1,0.871762
   dense-2048,numpy-out,65.089816,64.353053–71.786683,68.322808,65.841111–72.174907,1.04967,0.9015–1.1386,inconclusive,70/73/1,0.871762
   dense-2048,torch-eager-out,69.651340,66.738771–76.525935,68.913674,68.241725–69.717247,0.98941,0.8753–1.0618,inconclusive,70/73/1,0.871762

.. csv-table:: cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.048691,0.045603–0.055772,0.050628,0.049544–0.051832,1.03977,0.8453–1.2174,inconclusive,49/51/0,0.607749
   dense-64,numpy-out,0.234984,0.228191–0.245303,0.254312,0.246605–0.266349,1.08225,0.9845–1.2036,inconclusive,49/51/0,0.61272
   dense-64,torch-eager-out,0.365862,0.355664–0.402288,0.391007,0.375186–0.426339,1.06873,0.9184–1.2253,inconclusive,49/51/0,0.635707
   dense-256,native,0.495882,0.467385–0.517115,0.453591,0.445302–0.456836,0.91472,0.8322–0.9839,within 5%,67/70/1,0.971216
   dense-256,numpy-out,0.761406,0.756795–0.771730,0.668508,0.620277–0.698891,0.87799,0.7957–0.9382,within 5%,67/70/1,0.969964
   dense-256,torch-eager-out,1.060946,1.009191–1.081112,0.868499,0.822762–0.908491,0.81861,0.7526–0.9107,within 5%,67/70/1,0.972357
   dense-1024,native,9.307761,9.259340–9.345125,9.151777,8.695230–9.923734,0.98324,0.9180–1.0931,inconclusive,70/73/1,0.928014
   dense-1024,numpy-out,10.046765,9.852764–10.091167,10.307588,9.494596–11.097202,1.02596,0.9129–1.1332,inconclusive,70/73/1,0.928014
   dense-1024,torch-eager-out,11.213048,11.148784–11.250280,11.193328,10.507045–12.742877,0.99824,0.9005–1.1638,inconclusive,70/73/1,0.928014
   dense-2048,native,78.838487,74.558346–81.184335,81.434079,78.708438–83.062524,1.03292,0.9640–1.1172,inconclusive,70/73/1,0.871762
   dense-2048,numpy-out,65.784886,60.402165–68.696005,67.348872,65.994662–69.530136,1.02377,0.9533–1.1568,inconclusive,70/73/1,0.871762
   dense-2048,torch-eager-out,68.894936,65.608904–70.646880,69.674113,68.185883–73.263167,1.01131,0.9611–1.1207,inconclusive,70/73/1,0.871762

.. csv-table:: cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.034799,0.032715–0.040163,0.035333,0.028067–0.039465,1.01533,0.6940–1.2523,inconclusive,49/51/0,0.607749
   dense-64,numpy-out,0.249271,0.213743–0.271197,0.247479,0.222656–0.271815,0.99281,0.7978–1.2750,inconclusive,49/51/0,0.61272
   dense-64,torch-eager-out,0.406002,0.339886–0.458425,0.410494,0.305622–0.452889,1.01106,0.6552–1.3597,inconclusive,49/51/0,0.635707
   dense-256,native,0.485763,0.479160–0.501938,0.484668,0.481148–0.486652,0.99775,0.9437–1.0382,within 5%,67/70/1,0.971216
   dense-256,numpy-out,0.726730,0.695043–0.743098,0.746845,0.731922–0.818022,1.02768,0.9692–1.2346,inconclusive,67/70/1,0.969964
   dense-256,torch-eager-out,1.095076,0.996503–1.120097,1.024313,1.002424–1.051981,0.93538,0.8767–1.1721,inconclusive,67/70/1,0.972357
   dense-1024,native,11.254576,11.124695–11.297638,11.134847,11.134847–11.161867,0.98936,0.9538–1.0375,within 5%,70/73/1,0.928014
   dense-1024,numpy-out,12.230476,12.127353–12.281260,12.127223,11.766134–12.655468,0.99156,0.9334–1.0541,inconclusive,70/73/1,0.928014
   dense-1024,torch-eager-out,12.851837,12.807793–12.909766,13.150668,13.018253–13.150668,1.02325,0.9512–1.0721,inconclusive,70/73/1,0.928014
   dense-2048,native,86.968986,84.688868–87.580279,86.714911,86.025004–89.587872,0.99708,0.9692–1.0650,inconclusive,70/73/1,0.871762
   dense-2048,numpy-out,67.426684,67.247034–67.622985,70.941001,70.407322–71.343636,1.05212,1.0196–1.0849,inconclusive,70/73/1,0.871762
   dense-2048,torch-eager-out,74.054276,72.133267–77.124678,76.653479,75.189396–78.748835,1.03510,0.9627–1.1090,inconclusive,70/73/1,0.871762

.. csv-table:: cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.038953,0.037544–0.044551,0.038438,0.037111–0.041919,0.98679,0.7875–1.1691,inconclusive,49/51/0,0.607749
   dense-64,numpy-out,0.244413,0.227108–0.278233,0.233168,0.226860–0.237402,0.95399,0.8059–1.0613,inconclusive,49/51/0,0.61272
   dense-64,torch-eager-out,0.405017,0.348166–0.456832,0.385827,0.373885–0.403674,0.95262,0.8044–1.1679,inconclusive,49/51/0,0.635707
   dense-256,native,0.452416,0.438677–0.489312,0.473068,0.469956–0.474025,1.04565,0.9482–1.0945,inconclusive,67/70/1,0.971216
   dense-256,numpy-out,0.647008,0.594163–0.799578,0.713696,0.665142–0.776388,1.10307,0.8281–1.3163,inconclusive,67/70/1,0.969964
   dense-256,torch-eager-out,0.864533,0.832009–1.008775,0.880351,0.874123–0.913862,1.01830,0.8454–1.1100,inconclusive,67/70/1,0.972357
   dense-1024,native,10.809902,10.458503–11.250917,11.038614,10.661340–11.430889,1.02116,0.9387–1.0955,inconclusive,70/73/1,0.928014
   dense-1024,numpy-out,11.670496,11.390816–12.082789,11.550104,11.356882–11.591387,0.98968,0.9320–1.0266,within 5%,70/73/1,0.928014
   dense-1024,torch-eager-out,12.633560,12.445774–13.364610,12.861857,12.694065–13.115262,1.01807,0.9438–1.0639,inconclusive,70/73/1,0.928014
   dense-2048,native,85.134567,84.746403–85.306960,94.567969,90.544554–99.572422,1.11081,0.9950–1.2246,inconclusive,70/73/1,0.871762
   dense-2048,numpy-out,65.495659,62.111689–66.237944,78.653346,68.016820–89.824150,1.20089,0.9987–1.4531,inconclusive,70/73/1,0.871762
   dense-2048,torch-eager-out,69.917376,68.107462–72.015897,84.186817,76.826262–102.637795,1.20409,1.0022–1.5358,inconclusive,70/73/1,0.871762

.. csv-table:: cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.014575,0.014129–0.015496,0.018194,0.017715–0.018898,1.24834,1.0993–1.4928,regression,5/7/0,0.0796191
   dense-64,numpy-out,0.041780,0.039959–0.043797,0.060036,0.059455–0.060412,1.43696,1.1479–1.5364,regression,5/7/0,0.0796191
   dense-64,torch-eager-out,0.072579,0.067701–0.082535,0.117853,0.117110–0.119650,1.62380,1.1663–1.7954,regression,5/7/0,0.0796191
   dense-256,native,0.065409,0.059803–0.069622,0.046645,0.044102–0.051803,0.71313,0.6150–0.9439,within 5%,4/6/0,0.209854
   dense-256,numpy-out,0.099410,0.097391–0.100611,0.064986,0.061483–0.066635,0.65372,0.5781–0.8146,within 5%,4/6/0,0.209854
   dense-256,torch-eager-out,0.182270,0.165632–0.187083,0.100462,0.097352–0.102813,0.55117,0.4849–0.7749,within 5%,4/6/0,0.209854
   dense-1024,native,0.819670,0.771307–0.919261,0.889841,0.867368–0.907895,1.08561,0.9321–1.1832,inconclusive,4/6/0,0.013684
   dense-1024,numpy-out,0.920439,0.895083–0.978873,1.005702,1.004334–1.008163,1.09263,0.9754–1.1562,inconclusive,4/6/0,0.013684
   dense-1024,torch-eager-out,1.058227,1.034230–1.085724,1.137296,1.128577–1.176234,1.07472,1.0183–1.1521,inconclusive,4/6/0,0.013684
   dense-2048,native,5.320077,5.113777–6.323849,5.136848,4.981378–6.091563,0.96556,0.7821–1.2069,inconclusive,3/5/0,0.836412
   dense-2048,numpy-out,4.639143,4.415089–5.360575,4.434015,4.293119–5.259628,0.95578,0.7985–1.2154,inconclusive,3/5/0,0.836412
   dense-2048,torch-eager-out,5.017925,4.738500–5.598015,4.840794,4.680807–5.502188,0.96470,0.8258–1.1976,inconclusive,3/5/0,0.836412

.. csv-table:: cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.021342,0.020149–0.022906,0.023938,0.019952–0.025258,1.12164,0.8383–1.4364,inconclusive,5/7/0,0.0796191
   dense-64,numpy-out,0.060735,0.058617–0.062399,0.061664,0.058217–0.064517,1.01529,0.9125–1.1347,inconclusive,5/7/0,0.0796191
   dense-64,torch-eager-out,0.116352,0.100404–0.133059,0.121070,0.104499–0.137933,1.04055,0.7819–1.3761,inconclusive,5/7/0,0.0796191
   dense-256,native,0.062890,0.049277–0.066527,0.067297,0.061412–0.074469,1.07008,0.9143–1.5169,inconclusive,4/6/0,0.209854
   dense-256,numpy-out,0.078647,0.072096–0.087622,0.099504,0.099246–0.102079,1.26520,1.1044–1.4630,regression,4/6/0,0.209854
   dense-256,torch-eager-out,0.138074,0.117852–0.138808,0.168315,0.163965–0.173018,1.21902,1.1347–1.6072,regression,4/6/0,0.209854
   dense-1024,native,0.923007,0.915063–0.961554,0.853437,0.827416–0.914818,0.92463,0.8512–1.0104,within 5%,4/6/0,0.013684
   dense-1024,numpy-out,1.019805,1.019750–1.019805,1.004741,0.926044–1.034039,0.98523,0.8876–1.0457,within 5%,4/6/0,0.013684
   dense-1024,torch-eager-out,1.184780,1.180041–1.217197,1.126794,1.091672–1.174192,0.95106,0.8726–1.0041,within 5%,4/6/0,0.013684
   dense-2048,native,6.274029,5.779421–7.013470,5.526949,5.386674–5.881072,0.88093,0.7448–1.0397,within 5%,3/5/0,0.836412
   dense-2048,numpy-out,5.278133,4.920033–6.398142,4.678128,4.490390–5.028360,0.88632,0.6941–1.0350,within 5%,3/5/0,0.836412
   dense-2048,torch-eager-out,5.899241,5.652846–6.057325,5.322564,5.069835–5.590919,0.90225,0.8134–1.0602,inconclusive,3/5/0,0.836412

.. csv-table:: cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.008604,0.008501–0.008790,0.008719,0.008493–0.009932,1.01348,0.9372–1.2073,inconclusive,5/7/0,0.0796191
   dense-64,numpy-out,0.035637,0.035446–0.035637,0.034605,0.034505–0.034934,0.97104,0.7579–1.0302,within 5%,5/7/0,0.0796191
   dense-64,torch-eager-out,0.067949,0.064101–0.067949,0.072190,0.069874–0.074208,1.06240,0.8994–1.3031,inconclusive,5/7/0,0.0796191
   dense-256,native,0.049239,0.043693–0.062909,0.054515,0.053631–0.054728,1.10715,0.8005–1.2950,inconclusive,4/6/0,0.209854
   dense-256,numpy-out,0.082192,0.074650–0.099199,0.076272,0.067053–0.082336,0.92798,0.6680–1.1253,inconclusive,4/6/0,0.209854
   dense-256,torch-eager-out,0.114939,0.105960–0.155577,0.111002,0.108940–0.112263,0.96574,0.6571–1.1882,inconclusive,4/6/0,0.209854
   dense-1024,native,1.250517,1.229302–1.291445,1.180764,1.174212–1.197660,0.94422,0.7803–1.0414,within 5%,4/6/0,0.013684
   dense-1024,numpy-out,1.197865,1.175050–1.291691,1.170602,1.133635–1.223889,0.97724,0.8591–1.1102,inconclusive,4/6/0,0.013684
   dense-1024,torch-eager-out,1.434192,1.348936–1.523921,1.368365,1.316024–1.419820,0.95410,0.8188–1.1035,inconclusive,4/6/0,0.013684
   dense-2048,native,6.472428,6.076949–6.948383,6.043370,5.611131–7.190230,0.93371,0.8036–1.1939,inconclusive,3/5/0,0.836412
   dense-2048,numpy-out,5.058904,4.840550–5.848412,5.036028,4.865938–5.461225,0.99548,0.8249–1.1455,inconclusive,3/5/0,0.836412
   dense-2048,torch-eager-out,5.776458,5.566376–6.065139,5.667108,5.294414–6.551160,0.98107,0.8630–1.1932,inconclusive,3/5/0,0.836412

.. csv-table:: cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.009533,0.007902–0.009824,0.009102,0.008502–0.009196,0.95484,0.8534–1.2156,inconclusive,5/7/0,0.0796191
   dense-64,numpy-out,0.043379,0.030190–0.049265,0.040326,0.033432–0.046283,0.92963,0.6638–1.5530,inconclusive,5/7/0,0.0796191
   dense-64,torch-eager-out,0.079933,0.053156–0.088073,0.077307,0.054171–0.080601,0.96715,0.6083–1.6209,inconclusive,5/7/0,0.0796191
   dense-256,native,0.042715,0.042579–0.042864,0.054857,0.049409–0.057574,1.28426,1.1186–1.3678,regression,4/6/0,0.209854
   dense-256,numpy-out,0.063684,0.060606–0.064904,0.079465,0.073539–0.082378,1.24780,1.0408–1.4091,inconclusive,4/6/0,0.209854
   dense-256,torch-eager-out,0.096777,0.088382–0.101931,0.136122,0.131659–0.142587,1.40656,1.2257–1.7137,regression,4/6/0,0.209854
   dense-1024,native,1.104228,1.054525–1.231321,1.194027,1.189349–1.230120,1.08132,0.8731–1.2429,inconclusive,4/6/0,0.013684
   dense-1024,numpy-out,1.079662,1.023629–1.226574,1.242668,1.210614–1.289354,1.15098,0.9431–1.3077,inconclusive,4/6/0,0.013684
   dense-1024,torch-eager-out,1.267311,1.174063–1.382575,1.385188,1.356539–1.451315,1.09301,0.9211–1.2715,inconclusive,4/6/0,0.013684
   dense-2048,native,6.114651,6.090535–6.138648,5.821199,5.743957–5.849207,0.95201,0.9112–0.9942,within 5%,3/5/0,0.836412
   dense-2048,numpy-out,5.245553,5.208603–5.340708,4.907536,4.652359–5.248576,0.93556,0.8454–1.0419,within 5%,3/5/0,0.836412
   dense-2048,torch-eager-out,5.629560,5.446256–5.798133,5.244196,4.994361–5.580328,0.93155,0.8535–1.0522,inconclusive,3/5/0,0.836412

.. csv-table:: cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.060616,0.059212–0.060991,0.060252,0.057695–0.063323,0.99399,0.9349–1.0818,inconclusive,49/51/0,0.607749
   dense-64,numpy-out,0.197060,0.196891–0.197060,0.193830,0.193659–0.194330,0.98361,0.9594–1.0032,within 5%,49/51/0,0.61272
   dense-64,torch-eager-out,0.294071,0.288577–0.295501,0.286174,0.282187–0.291280,0.97315,0.9428–1.0291,within 5%,49/51/0,0.635707
   dense-256,native,0.374483,0.367268–0.389348,0.317263,0.302050–0.333776,0.84720,0.7753–0.9184,within 5%,67/70/1,0.993806
   dense-256,numpy-out,0.763207,0.714224–0.948442,0.549334,0.513911–0.588620,0.71977,0.5333–0.8277,within 5%,67/70/1,0.969964
   dense-256,torch-eager-out,0.996097,0.951291–1.071441,0.660232,0.617683–0.725844,0.66282,0.5732–0.7674,within 5%,67/70/1,0.972357
   dense-1024,native,10.126928,9.845004–10.352002,9.503362,9.132343–9.828303,0.93843,0.8670–1.0655,inconclusive,70/73/1,0.928014
   dense-1024,numpy-out,11.379191,11.002589–11.610266,10.204392,9.828825–10.564507,0.89676,0.8360–0.9869,within 5%,70/73/1,0.928014
   dense-1024,torch-eager-out,16.222272,15.846515–16.398033,10.563740,10.307000–11.369656,0.65119,0.6226–0.7230,within 5%,70/73/1,0.928014
   dense-2048,native,55.994944,45.193753–79.603479,46.423971,45.371045–47.618566,0.82907,0.5485–1.0732,inconclusive,70/73/1,0.871762
   dense-2048,numpy-out,47.954246,47.017799–51.480601,48.339105,48.120312–48.339105,1.00803,0.8788–1.0537,inconclusive,70/73/1,0.871762
   dense-2048,torch-eager-out,53.954855,42.890525–80.853178,45.648320,42.568909–48.075116,0.84605,0.5160–1.1450,inconclusive,70/73/1,0.871762

.. csv-table:: cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.087846,0.087315–0.088581,0.091393,0.087399–0.095485,1.04038,0.9783–1.1387,inconclusive,49/51/0,0.607749
   dense-64,numpy-out,0.200365,0.200079–0.201010,0.206595,0.203933–0.208674,1.03110,0.9964–1.0564,inconclusive,49/51/0,0.61272
   dense-64,torch-eager-out,0.308295,0.307207–0.308563,0.320452,0.315806–0.326296,1.03943,1.0049–1.0872,inconclusive,49/51/0,0.635707
   dense-256,native,0.421517,0.359397–0.461858,0.429371,0.414475–0.435690,1.01863,0.8715–1.2340,inconclusive,67/70/1,0.971216
   dense-256,numpy-out,0.572624,0.570140–0.579649,0.758481,0.744058–0.779203,1.32457,1.2163–1.4046,regression,67/70/1,0.969964
   dense-256,torch-eager-out,0.760236,0.686561–0.819605,0.935477,0.927879–0.957889,1.23051,1.0846–1.4039,regression,67/70/1,0.972357
   dense-1024,native,11.349220,11.211908–11.907189,12.653381,11.609905–14.054270,1.11491,0.9160–1.2995,inconclusive,70/73/1,0.928014
   dense-1024,numpy-out,11.397874,10.522753–11.880139,12.119515,11.548686–12.374747,1.06331,0.9445–1.2151,inconclusive,70/73/1,0.928014
   dense-1024,torch-eager-out,14.931862,12.298954–15.773768,16.244357,15.988272–16.919480,1.08790,0.9875–1.3859,inconclusive,70/73/1,0.928014
   dense-2048,native,79.752253,70.963506–83.988823,77.887438,74.320183–79.023703,0.97662,0.8579–1.2272,inconclusive,70/73/1,0.871762
   dense-2048,numpy-out,67.832125,65.509850–70.386335,69.094720,67.553714–69.499757,1.01861,0.9476–1.1020,inconclusive,70/73/1,0.871762
   dense-2048,torch-eager-out,71.339919,70.597871–71.384428,74.788702,70.323514–75.957647,1.04834,0.8759–1.2175,inconclusive,70/73/1,0.871762

.. csv-table:: cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.050395,0.049054–0.051242,0.055587,0.054561–0.056247,1.10303,1.0566–1.1593,regression,49/51/0,0.607749
   dense-64,numpy-out,0.192496,0.191341–0.193806,0.199359,0.199118–0.199640,1.03566,1.0114–1.0607,inconclusive,49/51/0,0.61272
   dense-64,torch-eager-out,0.282853,0.281714–0.286977,0.312472,0.309350–0.313338,1.10472,1.0683–1.1244,regression,49/51/0,0.635707
   dense-256,native,0.356515,0.333408–0.392873,0.360506,0.342075–0.386309,1.01120,0.8556–1.1632,inconclusive,67/70/1,0.993806
   dense-256,numpy-out,0.741132,0.687991–0.938405,0.642612,0.535998–0.769243,0.86707,0.5629–1.1245,inconclusive,67/70/1,0.969964
   dense-256,torch-eager-out,0.886960,0.825503–1.050566,0.857179,0.728040–1.050565,0.96642,0.6877–1.2805,inconclusive,67/70/1,0.972357
   dense-1024,native,14.867773,12.754976–15.658724,14.105011,13.483709–14.704527,0.94870,0.8053–1.2274,inconclusive,70/73/1,0.928014
   dense-1024,numpy-out,12.819793,12.037414–17.222873,12.632899,12.497791–15.024446,0.98542,0.6880–1.4113,inconclusive,70/73/1,0.928014
   dense-1024,torch-eager-out,18.046225,17.043146–20.174832,18.466565,17.626126–20.226223,1.02329,0.8409–1.2098,inconclusive,70/73/1,0.928014
   dense-2048,native,74.992114,74.992114–78.049978,89.643705,81.575306–94.917873,1.19538,0.9309–1.4094,inconclusive,70/73/1,0.871762
   dense-2048,numpy-out,68.319523,67.513120–69.869664,74.846464,70.241186–76.434162,1.09554,0.9848–1.1902,inconclusive,70/73/1,0.871762
   dense-2048,torch-eager-out,75.291264,72.801857–79.226079,81.802014,79.693376–84.853148,1.08647,0.8429–1.3298,inconclusive,70/73/1,0.871762

.. csv-table:: cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.079600,0.075112–0.081760,0.080983,0.079317–0.081858,1.01738,0.9537–1.1003,inconclusive,49/51/0,0.607749
   dense-64,numpy-out,0.194326,0.192637–0.197050,0.200787,0.198287–0.202617,1.03325,0.9873–1.0710,inconclusive,49/51/0,0.61272
   dense-64,torch-eager-out,0.289477,0.288301–0.290706,0.312238,0.304582–0.322284,1.07863,1.0254–1.1344,inconclusive,49/51/0,0.635707
   dense-256,native,0.386796,0.359037–0.445041,0.453288,0.424638–0.480094,1.17190,0.9217–1.3417,inconclusive,67/70/1,0.971216
   dense-256,numpy-out,0.674225,0.612716–0.784922,0.798561,0.770080–0.811700,1.18441,0.9765–1.3287,inconclusive,67/70/1,0.969964
   dense-256,torch-eager-out,0.731657,0.659154–1.062453,1.002451,0.938979–1.041362,1.37011,0.8668–1.5919,inconclusive,67/70/1,0.972357
   dense-1024,native,14.796931,13.996296–15.269563,14.815176,12.346257–15.385746,1.00123,0.7976–1.1268,inconclusive,70/73/1,0.928014
   dense-1024,numpy-out,13.728027,13.547254–14.072344,12.381029,11.639054–13.809018,0.90188,0.7413–1.1571,inconclusive,70/73/1,0.928014
   dense-1024,torch-eager-out,18.308891,16.850812–21.770672,17.883456,15.562042–19.758921,0.97676,0.7037–1.2043,inconclusive,70/73/1,0.928014
   dense-2048,native,85.285620,78.239262–91.068625,83.280873,77.215051–85.027823,0.97649,0.8044–1.1763,inconclusive,70/73/1,0.871762
   dense-2048,numpy-out,71.153154,66.227556–77.669620,67.397955,65.390041–70.818862,0.94722,0.8156–1.0831,inconclusive,70/73/1,0.871762
   dense-2048,torch-eager-out,85.415224,80.029857–89.108373,78.887923,72.456554–83.941963,0.92358,0.7346–1.1159,inconclusive,70/73/1,0.871762

.. csv-table:: cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.019373,0.019152–0.020352,0.020443,0.019675–0.021225,1.05523,0.9557–1.1235,inconclusive,5/7/0,0.0796191
   dense-64,numpy-out,0.041518,0.041092–0.041559,0.042901,0.042639–0.044081,1.03331,0.9778–1.1062,inconclusive,5/7/0,0.0796191
   dense-64,torch-eager-out,0.072550,0.072311–0.073361,0.073298,0.071863–0.076191,1.01030,0.9569–1.1036,inconclusive,5/7/0,0.0796191
   dense-256,native,0.042345,0.038832–0.047535,0.043379,0.041672–0.046467,1.02442,0.8598–1.2158,inconclusive,4/6/0,0.209854
   dense-256,numpy-out,0.070914,0.067378–0.084843,0.069231,0.065228–0.079694,0.97627,0.7530–1.1958,inconclusive,4/6/0,0.209854
   dense-256,torch-eager-out,0.104373,0.097954–0.125393,0.103100,0.097152–0.107354,0.98780,0.7382–1.2484,inconclusive,4/6/0,0.209854
   dense-1024,native,0.899852,0.691716–0.961719,0.981914,0.921839–1.046540,1.09119,0.9216–1.6017,inconclusive,4/6/0,0.013684
   dense-1024,numpy-out,1.010973,0.997101–1.559662,1.100117,0.906312–1.264074,1.08818,0.5508–1.3490,inconclusive,4/6/0,0.013684
   dense-1024,torch-eager-out,1.132286,1.082451–1.167705,1.239561,1.114473–1.460938,1.09474,0.9119–1.4754,inconclusive,4/6/0,0.013684
   dense-2048,native,11.579680,9.901552–13.227987,9.609621,8.234875–12.207430,0.82987,0.6098–1.2888,inconclusive,3/5/0,0.836412
   dense-2048,numpy-out,8.497711,6.743148–10.684151,9.641190,9.397139–10.513245,1.13456,0.8168–1.6124,inconclusive,3/5/0,0.836412
   dense-2048,torch-eager-out,10.475046,8.567490–11.408788,10.683477,8.318755–12.743768,1.01990,0.6858–1.5844,inconclusive,3/5/0,0.836412

.. csv-table:: cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.023182,0.022682–0.024136,0.026474,0.023853–0.030711,1.14201,0.9861–1.6131,inconclusive,5/7/0,0.0796191
   dense-64,numpy-out,0.041808,0.041366–0.043107,0.046137,0.043396–0.070515,1.10354,1.0004–1.7882,inconclusive,5/7/0,0.0796191
   dense-64,torch-eager-out,0.070582,0.070462–0.072218,0.080949,0.071683–0.115672,1.14687,0.9747–1.7043,inconclusive,5/7/0,0.0796191
   dense-256,native,0.048333,0.043924–0.059771,0.054801,0.046790–0.070953,1.13382,0.7486–1.8520,inconclusive,4/6/0,0.209854
   dense-256,numpy-out,0.065384,0.060418–0.075914,0.076688,0.069000–0.089196,1.17288,0.8967–1.7058,inconclusive,4/6/0,0.209854
   dense-256,torch-eager-out,0.102495,0.091982–0.128732,0.134676,0.101330–0.196562,1.31397,0.7829–2.3979,inconclusive,4/6/0,0.209854
   dense-1024,native,1.075163,1.005536–1.506363,1.097933,1.020050–1.243748,1.02118,0.6150–1.2846,inconclusive,4/6/0,0.013684
   dense-1024,numpy-out,1.185018,1.026946–1.408498,1.227118,1.137675–1.589898,1.03553,0.7831–1.6035,inconclusive,4/6/0,0.013684
   dense-1024,torch-eager-out,1.532395,1.236558–2.319588,1.406535,1.232138–1.666286,0.91787,0.5244–1.3775,inconclusive,4/6/0,0.013684
   dense-2048,native,10.397454,10.201499–10.484519,10.849355,9.512966–11.502602,1.04346,0.7702–1.2433,inconclusive,3/5/0,0.836412
   dense-2048,numpy-out,10.121680,8.850326–10.707472,8.587042,8.475657–8.996054,0.84838,0.7028–1.2146,inconclusive,3/5/0,0.836412
   dense-2048,torch-eager-out,10.691043,8.707996–11.929201,10.256483,9.434225–10.770331,0.95935,0.7119–1.3774,inconclusive,3/5/0,0.836412

.. csv-table:: cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.011014,0.010779–0.012341,0.011511,0.011309–0.012172,1.04512,0.9129–1.1439,inconclusive,5/7/0,0.0796191
   dense-64,numpy-out,0.030461,0.029650–0.032287,0.029796,0.029704–0.029983,0.97815,0.8650–1.0411,within 5%,5/7/0,0.0796191
   dense-64,torch-eager-out,0.047866,0.046811–0.050313,0.048856,0.047065–0.051597,1.02068,0.9207–1.1173,inconclusive,5/7/0,0.0796191
   dense-256,native,0.034106,0.032751–0.041670,0.032171,0.029659–0.041211,0.94328,0.6960–1.3161,inconclusive,4/6/0,0.209854
   dense-256,numpy-out,0.058339,0.055912–0.073393,0.060845,0.055719–0.072709,1.04295,0.7408–1.3126,inconclusive,4/6/0,0.209854
   dense-256,torch-eager-out,0.083538,0.065899–0.104338,0.083210,0.061059–0.099471,0.99607,0.5769–1.5135,inconclusive,4/6/0,0.209854
   dense-1024,native,1.463430,0.953620–1.499810,0.961029,0.946175–0.982195,0.65670,0.5147–1.4255,inconclusive,4/6/0,0.013684
   dense-1024,numpy-out,1.646634,1.433021–1.795402,1.831914,1.727766–1.875581,1.11252,0.6901–1.4544,inconclusive,4/6/0,0.013684
   dense-1024,torch-eager-out,1.513857,1.369080–1.641617,1.822277,1.692667–1.851308,1.20373,0.5623–2.3929,inconclusive,4/6/0,0.013684
   dense-2048,native,11.796898,11.208659–12.747720,10.377380,10.277395–11.079040,0.87967,0.7227–1.1449,inconclusive,3/5/0,0.836412
   dense-2048,numpy-out,8.070524,7.828301–8.319836,9.483913,7.245868–11.969898,1.17513,0.8137–1.6146,inconclusive,3/5/0,0.836412
   dense-2048,torch-eager-out,9.769059,9.040570–10.355482,14.457124,13.904108–14.562898,1.47989,1.1760–1.7074,regression,3/5/0,0.836412

.. csv-table:: cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.015022,0.014649–0.016315,0.014687,0.014682–0.014836,0.97773,0.8827–1.0236,within 5%,5/7/0,0.0796191
   dense-64,numpy-out,0.030306,0.029588–0.031889,0.029801,0.029642–0.029960,0.98332,0.9047–1.0348,within 5%,5/7/0,0.0796191
   dense-64,torch-eager-out,0.048913,0.047935–0.051849,0.046768,0.046120–0.047899,0.95616,0.8658–1.0059,within 5%,5/7/0,0.0796191
   dense-256,native,0.038272,0.037349–0.041089,0.034770,0.033466–0.035645,0.90848,0.8041–0.9719,within 5%,4/6/0,0.209854
   dense-256,numpy-out,0.055683,0.050905–0.061297,0.055798,0.049002–0.059320,1.00206,0.7891–1.1822,inconclusive,4/6/0,0.209854
   dense-256,torch-eager-out,0.070385,0.069528–0.071571,0.066381,0.063377–0.071865,0.94311,0.8319–1.0596,inconclusive,4/6/0,0.209854
   dense-1024,native,1.324490,0.944873–1.391560,1.513214,0.985777–1.729736,1.14249,0.6517–2.5805,inconclusive,4/6/0,0.013684
   dense-1024,numpy-out,1.388318,1.328926–1.569829,1.851822,1.597679–2.025854,1.33386,0.7933–1.7312,inconclusive,4/6/0,0.013684
   dense-1024,torch-eager-out,1.352396,1.105833–1.420103,1.341571,1.163509–1.421944,0.99200,0.6643–2.2539,inconclusive,4/6/0,0.013684
   dense-2048,native,12.569467,11.072946–12.715329,11.451386,10.120862–12.751210,0.91105,0.7115–1.2046,inconclusive,3/5/0,0.836412
   dense-2048,numpy-out,9.344405,8.393206–10.292388,10.138004,8.687477–11.309062,1.08493,0.7950–1.4820,inconclusive,3/5/0,0.836412
   dense-2048,torch-eager-out,10.711635,8.908228–12.115713,11.590754,11.179098–12.197537,1.08207,0.8503–1.4995,inconclusive,3/5/0,0.836412

.. csv-table:: cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.053646,0.049786–0.059832,0.048684,0.044950–0.048849,0.90750,0.6901–1.0579,inconclusive,49/51/0,0.607749
   dense-64,native-blas,0.048955,0.044113–0.052776,0.045005,0.042731–0.047940,0.91931,0.7285–1.1711,inconclusive,49/51/0,0.612054
   dense-64,numpy-out,0.292463,0.278312–0.356646,0.283077,0.280774–0.308584,0.96790,0.7685–1.1604,inconclusive,49/51/0,0.61272
   dense-64,torch-eager-out,0.446061,0.415358–0.561603,0.480996,0.474212–0.526409,1.07832,0.8302–1.3034,inconclusive,49/51/0,0.635707
   dense-256,native,0.481428,0.461440–0.531687,0.514559,0.508759–0.522512,1.06882,0.8993–1.1566,inconclusive,67/70/1,0.971216
   dense-256,native-blas,0.350832,0.331230–0.395939,0.373156,0.340697–0.450261,1.06363,0.8507–1.3772,inconclusive,67/70/1,0.979189
   dense-256,numpy-out,0.708487,0.664887–0.869300,0.757838,0.751503–0.791130,1.06966,0.8160–1.2825,inconclusive,67/70/1,0.969964
   dense-256,torch-eager-out,0.891457,0.877079–1.101001,1.024751,0.965503–1.029542,1.14952,0.7958–1.2670,inconclusive,67/70/1,0.972357
   dense-1024,native,9.697978,9.589795–10.015250,9.412745,8.949787–10.053406,0.97059,0.8720–1.0710,inconclusive,70/73/1,0.928014
   dense-1024,native-blas,9.039886,8.876195–9.211746,8.765965,8.089469–9.455235,0.96970,0.8720–1.0766,inconclusive,70/73/1,0.928014
   dense-1024,numpy-out,10.203391,10.009115–10.486649,10.179913,9.466302–10.640860,0.99770,0.8805–1.0756,inconclusive,70/73/1,0.928014
   dense-1024,torch-eager-out,12.070941,11.715710–12.205478,11.734925,10.963392–12.358952,0.97216,0.8784–1.0616,inconclusive,70/73/1,0.928014
   dense-2048,native,122.056843,113.271879–126.780152,73.650780,73.152170–73.777400,0.60341,0.5676–0.6792,within 5%,70/73/1,0.871762
   dense-2048,native-blas,93.432602,90.991663–95.705286,59.172569,58.833578–59.604416,0.63332,0.5788–0.6821,within 5%,70/73/1,0.871762
   dense-2048,numpy-out,97.715430,90.398133–107.642645,62.875945,62.346968–63.226610,0.64346,0.5639–0.7110,within 5%,70/73/1,0.871762
   dense-2048,torch-eager-out,104.259347,97.540680–110.550206,65.279898,65.208461–65.421176,0.62613,0.5743–0.6906,within 5%,70/73/1,0.871762

.. csv-table:: cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.043493,0.040460–0.061206,0.052177,0.048498–0.054699,1.19968,0.7485–1.3587,inconclusive,49/51/0,0.607749
   dense-64,native-blas,0.036393,0.032909–0.056020,0.046707,0.038782–0.050324,1.28342,0.6851–1.5454,inconclusive,49/51/0,0.612054
   dense-64,numpy-out,0.252042,0.246826–0.295796,0.289986,0.264271–0.304876,1.15055,0.8669–1.2537,inconclusive,49/51/0,0.61272
   dense-64,torch-eager-out,0.394296,0.372879–0.641205,0.421704,0.409164–0.466407,1.06951,0.6081–1.2705,inconclusive,49/51/0,0.635707
   dense-256,native,0.492688,0.464621–0.575505,0.478852,0.465093–0.491281,0.97192,0.7869–1.0711,inconclusive,67/70/1,0.971216
   dense-256,native-blas,0.399168,0.328791–0.560118,0.417370,0.348339–0.471035,1.04560,0.6179–1.4343,inconclusive,67/70/1,0.979189
   dense-256,numpy-out,0.781825,0.671794–1.102359,0.727286,0.664663–0.812962,0.93024,0.6021–1.2132,inconclusive,67/70/1,0.969964
   dense-256,torch-eager-out,0.905354,0.861424–1.280825,0.985383,0.934647–1.036673,1.08840,0.6837–1.2074,inconclusive,67/70/1,0.972357
   dense-1024,native,9.922688,9.505175–10.334149,9.575290,9.575290–9.591055,0.96499,0.9074–1.0360,within 5%,70/73/1,0.928014
   dense-1024,native-blas,9.441373,8.971986–9.969839,8.920062,8.738851–9.089755,0.94478,0.8731–1.0275,within 5%,70/73/1,0.928014
   dense-1024,numpy-out,10.612322,10.357373–10.928924,10.411269,10.379784–10.411269,0.98105,0.9313–1.0338,within 5%,70/73/1,0.928014
   dense-1024,torch-eager-out,12.256989,11.521845–13.157951,12.298309,12.241793–12.367615,1.00337,0.9127–1.1006,inconclusive,70/73/1,0.928014
   dense-2048,native,125.090641,122.146682–125.695617,115.956971,111.748115–116.989914,0.92698,0.8525–1.0025,within 5%,70/73/1,0.871762
   dense-2048,native-blas,98.158344,94.132186–104.739445,93.049724,90.977272–94.543752,0.94796,0.8411–1.0593,inconclusive,70/73/1,0.871762
   dense-2048,numpy-out,104.446448,102.153192–111.553826,99.041592,98.334380–99.767003,0.94825,0.8557–1.0269,within 5%,70/73/1,0.871762
   dense-2048,torch-eager-out,109.141378,102.981144–117.016307,102.710932,102.461973–102.955182,0.94108,0.8398–1.0845,inconclusive,70/73/1,0.871762

.. csv-table:: cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.033518,0.033028–0.033518,0.032016,0.031543–0.035010,0.95517,0.7420–1.2733,inconclusive,49/51/0,0.607749
   dense-64,native-blas,0.026954,0.026343–0.032099,0.025744,0.025744–0.026342,0.95509,0.7036–1.1201,inconclusive,49/51/0,0.612054
   dense-64,numpy-out,0.293006,0.286772–0.305849,0.255346,0.255346–0.257604,0.87147,0.8161–0.9659,within 5%,49/51/0,0.61272
   dense-64,torch-eager-out,0.454374,0.453187–0.458785,0.406021,0.401684–0.414600,0.89358,0.8310–0.9981,within 5%,49/51/0,0.635707
   dense-256,native,0.520385,0.513038–0.539067,0.473159,0.458491–0.518471,0.90925,0.8375–1.0305,within 5%,67/70/1,0.971216
   dense-256,native-blas,0.415590,0.384147–0.466678,0.377710,0.316134–0.489683,0.90885,0.6709–1.2904,inconclusive,67/70/1,0.979189
   dense-256,numpy-out,0.831940,0.734886–0.973920,0.780325,0.765567–0.787166,0.93796,0.7524–1.0967,inconclusive,67/70/1,0.969964
   dense-256,torch-eager-out,1.092195,1.074795–1.117703,0.937278,0.911240–1.024705,0.85816,0.7862–1.0214,within 5%,67/70/1,0.972357
   dense-1024,native,12.293619,11.938005–12.485430,12.555625,11.626218–13.907258,1.02131,0.9242–1.1722,inconclusive,70/73/1,0.928014
   dense-1024,native-blas,11.570300,10.990025–11.829336,11.599934,11.411010–11.840536,1.00256,0.9534–1.0872,inconclusive,70/73/1,0.928014
   dense-1024,numpy-out,12.633313,12.471051–12.746003,12.522440,12.450730–12.856239,0.99122,0.9645–1.0425,within 5%,70/73/1,0.928014
   dense-1024,torch-eager-out,13.788700,13.430287–13.998172,14.208227,13.924729–14.596787,1.03043,0.9898–1.0942,inconclusive,70/73/1,0.928014
   dense-2048,native,131.082959,127.382124–133.515078,118.599970,116.450802–132.129944,0.90477,0.8505–1.0728,inconclusive,70/73/1,0.871762
   dense-2048,native-blas,101.341314,97.881383–102.814507,94.696315,93.269952–102.198256,0.93443,0.8932–1.0559,inconclusive,70/73/1,0.871762
   dense-2048,numpy-out,102.313620,98.997286–106.347132,98.442394,95.896400–100.075476,0.96216,0.8723–1.0455,within 5%,70/73/1,0.871762
   dense-2048,torch-eager-out,120.447134,119.039485–123.789434,111.122333,109.266306–115.418905,0.92258,0.8588–0.9996,within 5%,70/73/1,0.871762

.. csv-table:: cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.043589,0.042077–0.044136,0.035682,0.035015–0.036832,0.81861,0.7558–1.0827,inconclusive,49/51/0,0.607749
   dense-64,native-blas,0.027098,0.026454–0.028841,0.027153,0.026541–0.029128,1.00203,0.8037–1.3088,inconclusive,49/51/0,0.612054
   dense-64,numpy-out,0.251803,0.250377–0.254531,0.262047,0.259133–0.262707,1.04068,0.9764–1.1109,inconclusive,49/51/0,0.61272
   dense-64,torch-eager-out,0.395308,0.389925–0.409938,0.399444,0.399169–0.403782,1.01046,0.9288–1.0823,inconclusive,49/51/0,0.635707
   dense-256,native,0.474353,0.467133–0.477992,0.476735,0.471279–0.482168,1.00502,0.9745–1.0416,within 5%,67/70/1,0.971216
   dense-256,native-blas,0.459042,0.446526–0.461299,0.333591,0.332809–0.341268,0.72671,0.6893–0.7732,within 5%,67/70/1,0.979189
   dense-256,numpy-out,0.655391,0.649876–0.667315,0.778815,0.763242–0.790543,1.18832,1.1277–1.2401,regression,67/70/1,0.969964
   dense-256,torch-eager-out,0.925635,0.884054–0.932118,0.893656,0.887505–0.897814,0.96545,0.9222–1.0353,within 5%,67/70/1,0.972357
   dense-1024,native,12.537145,12.132116–13.609158,12.345299,12.345299–12.610681,0.98470,0.8852–1.0707,inconclusive,70/73/1,0.928014
   dense-1024,native-blas,11.279110,11.010630–11.998755,11.527712,11.478271–11.559361,1.02204,0.9404–1.0671,inconclusive,70/73/1,0.928014
   dense-1024,numpy-out,13.012823,12.784551–13.514798,12.488321,12.428380–12.499463,0.95969,0.9114–0.9910,within 5%,70/73/1,0.928014
   dense-1024,torch-eager-out,14.179455,13.889997–14.844513,14.345872,14.335479–14.376719,1.01174,0.9381–1.0485,within 5%,70/73/1,0.928014
   dense-2048,native,125.781164,121.902138–136.169833,138.687944,137.728201–141.840703,1.10261,0.9820–1.1762,inconclusive,70/73/1,0.871762
   dense-2048,native-blas,103.323236,102.293515–106.384375,105.957657,104.781167–112.383861,1.02550,0.9219–1.1427,inconclusive,70/73/1,0.871762
   dense-2048,numpy-out,102.503108,98.217529–104.702625,116.418052,114.876470–117.246999,1.13575,1.0284–1.2461,inconclusive,70/73/1,0.871762
   dense-2048,torch-eager-out,117.338705,116.796474–117.919738,118.332925,115.399161–118.568622,1.00847,0.9329–1.1113,inconclusive,70/73/1,0.871762

.. csv-table:: cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.016570,0.015165–0.017612,0.016687,0.016582–0.017263,1.00706,0.8511–1.1984,inconclusive,5/7/0,0.0796191
   dense-64,native-blas,0.018441,0.017317–0.018731,0.020518,0.019499–0.020875,1.11263,0.9657–1.3498,inconclusive,5/7/0,0.0796191
   dense-64,numpy-out,0.064215,0.059902–0.075462,0.064562,0.060443–0.065792,1.00540,0.7699–1.1825,inconclusive,5/7/0,0.0796191
   dense-64,torch-eager-out,0.117933,0.104968–0.128350,0.118252,0.117528–0.119890,1.00270,0.8741–1.1819,inconclusive,5/7/0,0.0796191
   dense-256,native,0.058361,0.050917–0.060489,0.062317,0.061410–0.064059,1.06778,0.9704–1.3058,inconclusive,4/6/0,0.209854
   dense-256,native-blas,0.057961,0.053211–0.059446,0.054063,0.051411–0.056694,0.93274,0.8142–1.1731,inconclusive,4/6/0,0.209854
   dense-256,numpy-out,0.102678,0.101602–0.103694,0.090464,0.088929–0.092872,0.88105,0.7704–1.0971,inconclusive,4/6/0,0.209854
   dense-256,torch-eager-out,0.180700,0.177119–0.187972,0.164933,0.157360–0.171849,0.91275,0.8069–1.0676,inconclusive,4/6/0,0.209854
   dense-1024,native,0.914690,0.864244–0.934328,0.869749,0.859455–0.879669,0.95087,0.9035–1.0292,within 5%,4/6/0,0.013684
   dense-1024,native-blas,0.896308,0.854808–0.936716,0.868838,0.849293–0.880798,0.96935,0.8910–1.0453,within 5%,4/6/0,0.013684
   dense-1024,numpy-out,1.071585,0.995376–1.086213,0.997983,0.979764–1.014599,0.93131,0.8793–1.0470,within 5%,4/6/0,0.013684
   dense-1024,torch-eager-out,1.256364,1.234387–1.273951,1.254482,1.248457–1.263112,0.99850,0.9428–1.0647,inconclusive,4/6/0,0.013684
   dense-2048,native,9.476679,9.066034–11.063271,7.151033,6.900878–7.443449,0.75459,0.5694–0.8900,within 5%,3/5/0,0.836412
   dense-2048,native-blas,7.855607,7.065550–8.093369,5.419846,4.994280–6.272760,0.68993,0.5839–1.0477,within 5%,3/5/0,0.836412
   dense-2048,numpy-out,7.215804,5.681832–9.192652,5.986565,5.143386–7.831517,0.82965,0.5428–1.3962,inconclusive,3/5/0,0.836412
   dense-2048,torch-eager-out,9.465799,8.496025–9.835937,6.529827,5.985251–8.626985,0.68983,0.5786–1.1091,inconclusive,3/5/0,0.836412

.. csv-table:: cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.017500,0.016133–0.018402,0.016597,0.015886–0.017205,0.94837,0.8328–1.1341,inconclusive,5/7/0,0.0796191
   dense-64,native-blas,0.019713,0.016962–0.023569,0.018226,0.018226–0.018259,0.92454,0.6400–1.1708,inconclusive,5/7/0,0.0796191
   dense-64,numpy-out,0.066048,0.062546–0.067824,0.065952,0.065884–0.067385,0.99854,0.9080–1.2996,inconclusive,5/7/0,0.0796191
   dense-64,torch-eager-out,0.120361,0.113310–0.125932,0.130569,0.127111–0.141241,1.08481,0.9777–1.2899,inconclusive,5/7/0,0.0796191
   dense-256,native,0.060947,0.057571–0.061818,0.062427,0.060193–0.067695,1.02429,0.9459–1.2170,inconclusive,4/6/0,0.209854
   dense-256,native-blas,0.058802,0.054784–0.064056,0.062013,0.051264–0.077491,1.05461,0.7964–1.4321,inconclusive,4/6/0,0.209854
   dense-256,numpy-out,0.097307,0.088239–0.104553,0.114088,0.096976–0.126497,1.17246,0.9212–1.4469,inconclusive,4/6/0,0.209854
   dense-256,torch-eager-out,0.160656,0.157926–0.165337,0.179770,0.162296–0.207441,1.11898,0.9566–1.3550,inconclusive,4/6/0,0.209854
   dense-1024,native,0.888235,0.838666–0.901521,0.940638,0.896316–0.983313,1.05900,0.9811–1.1867,inconclusive,4/6/0,0.013684
   dense-1024,native-blas,0.826704,0.789956–0.888946,0.931561,0.893383–1.019195,1.12684,0.9940–1.2911,inconclusive,4/6/0,0.013684
   dense-1024,numpy-out,0.996684,0.995456–1.020004,1.079185,1.018023–1.128165,1.08278,0.9796–1.1659,inconclusive,4/6/0,0.013684
   dense-1024,torch-eager-out,1.233318,1.187580–1.318061,1.389547,1.247121–1.462841,1.12667,0.9405–1.2762,inconclusive,4/6/0,0.013684
   dense-2048,native,7.162344,6.413261–8.790370,8.249312,7.228275–9.570267,1.15176,0.7733–1.5205,inconclusive,3/5/0,0.836412
   dense-2048,native-blas,5.929132,5.593267–5.952682,5.722233,5.302162–6.982604,0.96510,0.8324–1.3972,inconclusive,3/5/0,0.836412
   dense-2048,numpy-out,5.922874,5.787013–6.053121,6.398631,5.625400–7.452533,1.08033,0.8599–1.3814,inconclusive,3/5/0,0.836412
   dense-2048,torch-eager-out,6.509059,6.488107–6.548472,7.245404,6.286238–8.023323,1.11313,0.8125–1.3563,inconclusive,3/5/0,0.836412

.. csv-table:: cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.008302,0.007487–0.009012,0.007198,0.007136–0.007263,0.86702,0.7675–1.0166,within 5%,5/7/0,0.0796191
   dense-64,native-blas,0.008543,0.007804–0.008677,0.007148,0.006983–0.007838,0.83665,0.7647–1.0670,inconclusive,5/7/0,0.0796191
   dense-64,numpy-out,0.045662,0.035400–0.054226,0.034937,0.033523–0.037817,0.76513,0.5771–1.2479,inconclusive,5/7/0,0.0796191
   dense-64,torch-eager-out,0.080402,0.056960–0.098931,0.053907,0.052207–0.070988,0.67048,0.5183–1.2987,inconclusive,5/7/0,0.0796191
   dense-256,native,0.051333,0.048673–0.051333,0.053655,0.053622–0.053895,1.04523,0.8793–1.2901,inconclusive,4/6/0,0.209854
   dense-256,native-blas,0.045103,0.040447–0.047138,0.045561,0.038386–0.052773,1.01014,0.7465–1.3323,inconclusive,4/6/0,0.209854
   dense-256,numpy-out,0.084773,0.068688–0.086536,0.088329,0.080843–0.096974,1.04195,0.9109–1.5028,inconclusive,4/6/0,0.209854
   dense-256,torch-eager-out,0.116647,0.116177–0.132246,0.134245,0.130932–0.139202,1.15087,0.9428–1.2457,inconclusive,4/6/0,0.209854
   dense-1024,native,1.633965,1.605384–1.714134,1.658647,1.623344–1.811619,1.01511,0.9036–1.1870,inconclusive,4/6/0,0.013684
   dense-1024,native-blas,1.505595,1.365185–1.643531,1.418997,1.367448–1.495459,0.94248,0.8131–1.1474,inconclusive,4/6/0,0.013684
   dense-1024,numpy-out,1.592799,1.508608–1.788644,1.568312,1.418133–1.799552,0.98463,0.7852–1.2384,inconclusive,4/6/0,0.013684
   dense-1024,torch-eager-out,1.921089,1.799937–2.162870,1.862211,1.690054–2.157901,0.96935,0.7636–1.2374,inconclusive,4/6/0,0.013684
   dense-2048,native,9.177902,8.834353–9.443623,8.962841,8.466364–9.914011,0.97657,0.8334–1.2236,inconclusive,3/5/0,0.836412
   dense-2048,native-blas,6.541457,5.860644–7.510319,7.699471,7.497390–8.641495,1.17703,0.9459–1.5518,inconclusive,3/5/0,0.836412
   dense-2048,numpy-out,7.510107,6.236538–7.818428,6.786596,6.367482–7.191801,0.90366,0.7569–1.2021,inconclusive,3/5/0,0.836412
   dense-2048,torch-eager-out,7.703447,7.690533–7.841064,8.946732,8.178966–9.813162,1.16139,0.9728–1.3071,inconclusive,3/5/0,0.836412

.. csv-table:: cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.007385,0.007328–0.007610,0.008870,0.008094–0.008937,1.20093,1.0308–1.2484,inconclusive,5/7/0,0.0796191
   dense-64,native-blas,0.007260,0.007018–0.007830,0.008411,0.008330–0.008422,1.15854,0.9486–1.2413,inconclusive,5/7/0,0.0796191
   dense-64,numpy-out,0.032003,0.031531–0.033411,0.048571,0.034619–0.050644,1.51774,1.0288–1.6128,inconclusive,5/7/0,0.0796191
   dense-64,torch-eager-out,0.051335,0.050819–0.060480,0.082132,0.069687–0.088510,1.59992,1.1262–1.7525,regression,5/7/0,0.0796191
   dense-256,native,0.056874,0.056237–0.056961,0.055430,0.055287–0.055447,0.97462,0.9097–1.0323,within 5%,4/6/0,0.209854
   dense-256,native-blas,0.054984,0.053974–0.056093,0.055315,0.050582–0.055433,1.00601,0.8554–1.1583,inconclusive,4/6/0,0.209854
   dense-256,numpy-out,0.077202,0.074027–0.079936,0.081522,0.081068–0.083511,1.05596,0.9679–1.2107,inconclusive,4/6/0,0.209854
   dense-256,torch-eager-out,0.120848,0.119961–0.124008,0.137231,0.136113–0.138115,1.13556,1.0145–1.2244,inconclusive,4/6/0,0.209854
   dense-1024,native,1.586520,1.586313–1.616717,1.538612,1.455201–1.602135,0.96980,0.8247–1.0665,inconclusive,4/6/0,0.013684
   dense-1024,native-blas,1.405800,1.405247–1.405800,1.310868,1.276316–1.364496,0.93247,0.8229–1.0421,within 5%,4/6/0,0.013684
   dense-1024,numpy-out,1.622724,1.568939–1.657640,1.492313,1.425236–1.519387,0.91963,0.7920–1.0055,within 5%,4/6/0,0.013684
   dense-1024,torch-eager-out,1.851047,1.822108–2.023930,1.739373,1.631316–1.893508,0.93967,0.7788–1.1032,inconclusive,4/6/0,0.013684
   dense-2048,native,9.657246,8.800363–10.843075,9.655976,8.228086–12.503651,0.99987,0.7488–1.4634,inconclusive,3/5/0,0.836412
   dense-2048,native-blas,8.410277,6.665829–9.643225,8.168655,6.335670–10.507559,0.97127,0.6427–1.6178,inconclusive,3/5/0,0.836412
   dense-2048,numpy-out,7.033225,7.028486–7.109886,7.140799,6.273740–9.382969,1.01530,0.8044–1.5015,inconclusive,3/5/0,0.836412
   dense-2048,torch-eager-out,8.873660,8.002523–9.522571,8.446697,7.777514–9.309309,0.95188,0.7821–1.2041,inconclusive,3/5/0,0.836412

.. csv-table:: cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.073120,0.067469–0.076906,0.086145,0.080724–0.092491,1.17814,1.0167–1.4302,inconclusive,49/99/0,0.806601
   dense-64,numpy-out,0.370588,0.359010–0.381136,0.434346,0.414556–0.451865,1.17205,1.0562–1.2894,regression,50/101/0,0.58563
   dense-64,torch-eager-out,0.595670,0.572290–0.656858,0.764524,0.727100–0.825033,1.28347,1.0616–1.4904,regression,49/99/0,0.794401
   dense-256,native,0.942489,0.934837–0.968453,0.987753,0.954031–1.024450,1.04803,0.9613–1.1068,inconclusive,65/131/0,0.872577
   dense-256,numpy-out,1.260830,1.258563–1.268085,1.227560,1.163639–1.250287,0.97361,0.8835–1.0862,inconclusive,65/131/0,0.87045
   dense-256,torch-eager-out,1.800040,1.699504–1.879301,1.917534,1.796533–2.077006,1.06527,0.9379–1.2360,inconclusive,65/131/0,0.87147
   dense-1024,native,19.017709,18.811884–19.086334,20.215537,19.459175–21.805581,1.06298,1.0050–1.1959,inconclusive,69/139/0,0.857221
   dense-1024,numpy-out,20.555662,20.286672–20.733974,21.199503,20.579708–21.901391,1.03132,0.9874–1.1219,inconclusive,69/139/0,0.857221
   dense-1024,torch-eager-out,22.453318,22.342336–22.815411,23.885658,22.914323–24.802976,1.06379,0.9935–1.1465,inconclusive,69/139/0,0.857221
   dense-2048,native,215.467575,215.042982–222.211567,216.814719,209.650105–217.448304,1.00625,0.9314–1.0410,within 5%,68/137/0,0.981309
   dense-2048,numpy-out,184.689826,180.113003–186.244283,179.768808,179.115863–179.798663,0.97336,0.9130–1.0476,within 5%,68/137/0,0.981309
   dense-2048,torch-eager-out,184.042872,183.100932–185.748121,189.202661,183.796516–195.963846,1.02804,0.9401–1.1060,inconclusive,68/137/0,0.981309

.. csv-table:: cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.076035,0.071294–0.081161,0.084639,0.082984–0.091975,1.11317,0.9054–1.3735,inconclusive,49/99/0,0.806601
   dense-64,numpy-out,0.373121,0.370729–0.376405,0.398067,0.377953–0.422025,1.06686,0.9065–1.2517,inconclusive,50/101/0,0.58563
   dense-64,torch-eager-out,0.685408,0.684967–0.685408,0.671648,0.653890–0.700339,0.97993,0.9098–1.1495,inconclusive,49/99/0,0.794401
   dense-256,native,0.949897,0.915699–0.986946,0.920660,0.918938–0.923422,0.96922,0.9070–1.0503,inconclusive,65/131/0,0.872577
   dense-256,numpy-out,1.252727,1.240080–1.261996,1.259165,1.149924–1.373508,1.00514,0.8930–1.1274,inconclusive,65/131/0,0.87045
   dense-256,torch-eager-out,1.808372,1.734202–1.893076,1.800399,1.600243–1.989581,0.99559,0.8224–1.2050,inconclusive,65/131/0,0.87147
   dense-1024,native,19.391063,19.099529–19.953426,19.536258,19.312069–19.787560,1.00749,0.9583–1.0460,within 5%,69/139/0,0.857221
   dense-1024,numpy-out,20.872826,19.418923–21.470195,20.572306,20.487268–20.962516,0.98560,0.9416–1.0826,inconclusive,69/139/0,0.857221
   dense-1024,torch-eager-out,22.564843,22.096514–23.367530,22.930669,22.495323–23.387898,1.01621,0.9384–1.0793,inconclusive,69/139/0,0.857221
   dense-2048,native,221.721778,203.624097–234.405266,210.942926,205.945631–213.567791,0.95139,0.8602–1.0774,inconclusive,68/137/0,0.981309
   dense-2048,numpy-out,180.382752,176.266403–188.852715,182.352051,182.352051–182.679604,1.01092,0.9059–1.0978,inconclusive,68/137/0,0.981309
   dense-2048,torch-eager-out,192.150977,180.175771–197.772872,188.309972,187.024808–188.309972,0.98001,0.8855–1.1088,inconclusive,68/137/0,0.981309

.. csv-table:: cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.064418,0.064418–0.065287,0.068769,0.065070–0.070315,1.06755,0.9479–1.1819,inconclusive,49/99/0,0.806601
   dense-64,numpy-out,0.375611,0.353733–0.411880,0.424216,0.418287–0.425272,1.12940,0.9803–1.2206,inconclusive,50/101/0,0.58563
   dense-64,torch-eager-out,0.617164,0.584836–0.699748,0.713903,0.709389–0.714987,1.15675,0.9448–1.2655,inconclusive,49/99/0,0.794401
   dense-256,native,0.893033,0.861382–0.940036,0.999429,0.991671–1.002687,1.11914,1.0282–1.1992,inconclusive,65/131/0,0.872577
   dense-256,numpy-out,1.311235,1.281573–1.409003,1.311650,1.269694–1.528854,1.00032,0.8833–1.2245,inconclusive,65/131/0,0.87045
   dense-256,torch-eager-out,1.511361,1.440015–1.688718,1.796877,1.790587–1.796877,1.18891,1.0113–1.2829,inconclusive,65/131/0,0.87147
   dense-1024,native,24.492929,24.032812–24.571409,24.754822,24.344722–25.205777,1.01069,0.9754–1.0648,inconclusive,69/139/0,0.857221
   dense-1024,numpy-out,25.022112,24.497833–25.112385,25.776831,25.496883–26.249122,1.03016,0.9937–1.0896,inconclusive,69/139/0,0.857221
   dense-1024,torch-eager-out,27.778133,27.089761–27.947283,28.220585,27.393464–28.952829,1.01593,0.9645–1.0871,inconclusive,69/139/0,0.857221
   dense-2048,native,214.705557,210.998794–218.236881,221.423801,219.973005–223.253828,1.03129,0.9579–1.1170,inconclusive,68/137/0,0.981309
   dense-2048,numpy-out,165.788347,163.656781–169.274008,193.001023,189.697811–207.052781,1.16414,1.0852–1.2968,regression,68/137/0,0.981309
   dense-2048,torch-eager-out,194.899194,185.376914–198.478075,203.554786,201.887356–213.160485,1.04441,0.9825–1.1996,inconclusive,68/137/0,0.981309

.. csv-table:: cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.065529,0.062002–0.066620,0.066957,0.065584–0.070111,1.02180,0.9684–1.1607,inconclusive,49/99/0,0.806601
   dense-64,numpy-out,0.347562,0.346699–0.354832,0.353106,0.318780–0.364460,1.01595,0.8860–1.0751,inconclusive,50/101/0,0.58563
   dense-64,torch-eager-out,0.597488,0.586785–0.618814,0.586765,0.521154–0.620184,0.98205,0.8262–1.0777,inconclusive,49/99/0,0.794401
   dense-256,native,0.863593,0.838481–0.879408,0.897779,0.887097–0.918431,1.03959,0.9981–1.1006,inconclusive,65/131/0,0.872577
   dense-256,numpy-out,1.299249,1.265329–1.309713,1.226951,1.144287–1.278972,0.94435,0.8548–1.0194,within 5%,65/131/0,0.87045
   dense-256,torch-eager-out,1.452712,1.444004–1.471125,1.542712,1.490792–1.656405,1.06195,0.9843–1.1723,inconclusive,65/131/0,0.87147
   dense-1024,native,22.974929,22.682835–23.619561,21.601181,21.595505–21.683042,0.94021,0.8943–0.9736,within 5%,69/139/0,0.857221
   dense-1024,numpy-out,22.583745,22.578276–22.792278,22.994744,22.804192–23.152323,1.01820,0.9695–1.0476,within 5%,69/139/0,0.857221
   dense-1024,torch-eager-out,25.722407,25.225092–26.185635,24.960270,24.952108–24.986349,0.97037,0.9274–1.0073,within 5%,69/139/0,0.857221
   dense-2048,native,227.466465,225.007695–228.199176,233.787105,232.090179–244.122367,1.02779,0.9636–1.1084,inconclusive,68/137/0,0.981309
   dense-2048,numpy-out,187.722592,166.928830–205.157486,174.577408,170.593334–182.784177,0.92998,0.8127–1.1067,inconclusive,68/137/0,0.981309
   dense-2048,torch-eager-out,211.100290,204.055699–222.917182,214.181880,209.464480–218.390036,1.01460,0.8967–1.0947,inconclusive,68/137/0,0.981309

.. csv-table:: cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.105764,0.104955–0.106032,0.108775,0.100449–0.132765,1.02847,0.9160–1.3413,inconclusive,49/99/0,0.806601
   dense-64,numpy-out,0.276722,0.273485–0.277779,0.280104,0.266352–0.305105,1.01222,0.9408–1.1238,inconclusive,50/101/0,0.58563
   dense-64,torch-eager-out,0.450000,0.438994–0.458915,0.442102,0.420646–0.491961,0.98245,0.9008–1.3442,inconclusive,49/99/0,0.794401
   dense-256,native,0.625662,0.586537–0.657103,0.739172,0.623107–0.790937,1.18142,0.9423–1.3535,inconclusive,65/131/0,0.875657
   dense-256,numpy-out,0.920474,0.839741–0.979500,0.818526,0.814116–0.823900,0.88924,0.8139–1.0146,within 5%,65/131/0,0.87045
   dense-256,torch-eager-out,1.130370,1.114937–1.155159,1.244077,1.097044–1.378804,1.10059,0.9268–1.2510,inconclusive,65/131/0,0.87147
   dense-1024,native,19.239603,18.268292–21.665391,22.152878,21.115115–22.508822,1.15142,0.9298–1.2560,inconclusive,69/139/0,0.857221
   dense-1024,numpy-out,19.453077,19.061993–20.706806,20.189416,20.084812–20.842550,1.03785,0.9398–1.1455,inconclusive,69/139/0,0.857221
   dense-1024,torch-eager-out,22.172079,20.773355–27.399721,27.417768,27.019030–27.840577,1.23659,0.9070–1.4059,inconclusive,69/139/0,0.857221
   dense-2048,native,131.635907,128.944581–137.652944,144.380903,143.480647–145.176256,1.09682,0.9649–1.2301,inconclusive,68/137/0,0.981309
   dense-2048,numpy-out,114.457707,113.694935–115.862302,126.221232,124.779422–130.219247,1.10278,1.0364–1.2026,inconclusive,68/137/0,0.981309
   dense-2048,torch-eager-out,124.768263,124.179519–125.405312,136.690701,131.537784–144.963723,1.09556,0.9844–1.2268,inconclusive,68/137/0,0.981309

.. csv-table:: cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.133420,0.131777–0.133536,0.127447,0.126306–0.127850,0.95523,0.9253–0.9857,within 5%,49/99/0,0.806601
   dense-64,numpy-out,0.275703,0.273398–0.277867,0.264550,0.264383–0.265628,0.95955,0.9290–0.9858,within 5%,50/101/0,0.58563
   dense-64,torch-eager-out,0.434962,0.430347–0.438526,0.418216,0.411070–0.423108,0.96150,0.9304–0.9916,within 5%,49/99/0,0.794401
   dense-256,native,0.631406,0.625274–0.635617,0.662668,0.588014–0.713409,1.04951,0.9043–1.1490,inconclusive,65/131/0,0.872577
   dense-256,numpy-out,0.814284,0.808831–0.815634,0.862325,0.837265–0.882202,1.05900,1.0021–1.1083,inconclusive,65/131/0,0.87045
   dense-256,torch-eager-out,1.040900,1.036340–1.051289,1.082008,1.039667–1.140815,1.03949,0.9415–1.1194,inconclusive,65/131/0,0.87147
   dense-1024,native,18.617884,18.131784–19.143124,19.454196,18.504287–22.040636,1.04492,0.9423–1.3111,inconclusive,69/139/0,0.857221
   dense-1024,numpy-out,18.530455,18.386606–19.342278,19.199524,19.142514–19.474625,1.03611,0.9517–1.1622,inconclusive,69/139/0,0.857221
   dense-1024,torch-eager-out,21.343297,20.228825–22.180391,24.326987,24.326987–24.959062,1.13980,1.0238–1.4144,inconclusive,69/139/0,0.857221
   dense-2048,native,150.029425,145.484584–160.233582,141.260159,137.432514–142.608778,0.94155,0.8273–1.0354,within 5%,68/137/0,0.981309
   dense-2048,numpy-out,120.374047,113.150004–122.144991,121.525869,109.433020–127.909127,1.00957,0.8729–1.1693,inconclusive,68/137/0,0.981309
   dense-2048,torch-eager-out,136.823095,131.968234–144.295956,126.884647,125.363083–129.427184,0.92736,0.7896–1.0308,within 5%,68/137/0,0.981309

.. csv-table:: cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.094105,0.093784–0.094786,0.096467,0.095574–0.097540,1.02510,0.9981–1.0616,inconclusive,49/99/0,0.806601
   dense-64,numpy-out,0.274403,0.274183–0.275550,0.275425,0.267879–0.283469,1.00372,0.9665–1.0471,within 5%,50/101/0,0.58563
   dense-64,torch-eager-out,0.414092,0.408579–0.426198,0.449130,0.430373–0.475189,1.08461,1.0084–1.1722,inconclusive,49/99/0,0.794401
   dense-256,native,0.594236,0.593982–0.594241,0.643562,0.603542–0.703172,1.08301,1.0023–1.2293,inconclusive,65/131/0,0.875657
   dense-256,numpy-out,0.898172,0.780100–0.995618,0.910399,0.784707–0.969728,1.01361,0.7870–1.2442,inconclusive,65/131/0,0.87045
   dense-256,torch-eager-out,1.031540,1.006795–1.074925,1.104729,1.060359–1.173862,1.07095,0.9778–1.1821,inconclusive,65/131/0,0.87147
   dense-1024,native,22.321759,21.713494–23.843751,22.716209,21.955853–24.210721,1.01767,0.8864–1.1592,inconclusive,69/139/0,0.857221
   dense-1024,numpy-out,21.886474,21.384068–22.720046,22.456706,21.809805–23.611345,1.02605,0.9380–1.1360,inconclusive,69/139/0,0.857221
   dense-1024,torch-eager-out,28.153394,26.759421–30.978869,28.898705,25.942360–34.098827,1.02647,0.7989–1.2972,inconclusive,69/139/0,0.857221
   dense-2048,native,146.535607,146.227781–147.708615,142.063640,137.377425–144.764131,0.96948,0.8765–1.0832,inconclusive,68/137/0,0.981309
   dense-2048,numpy-out,125.807896,121.954019–135.380517,116.514746,115.950403–117.104482,0.92613,0.8272–1.0130,within 5%,68/137/0,0.981309
   dense-2048,torch-eager-out,151.553528,140.627560–156.243839,134.194072,133.653713–134.598293,0.88546,0.8011–1.0363,within 5%,68/137/0,0.981309

.. csv-table:: cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.121848,0.118729–0.126862,0.122991,0.120369–0.128301,1.00938,0.9407–1.0860,inconclusive,49/99/0,0.806601
   dense-64,numpy-out,0.277979,0.275997–0.279334,0.275452,0.270707–0.279839,0.99091,0.9375–1.0299,within 5%,50/101/0,0.58563
   dense-64,torch-eager-out,0.433844,0.424378–0.446979,0.436408,0.420718–0.452329,1.00591,0.9318–1.0842,inconclusive,49/99/0,0.794401
   dense-256,native,0.672350,0.639191–0.728710,0.698180,0.675551–0.732322,1.03842,0.9242–1.1458,inconclusive,65/131/0,0.872577
   dense-256,numpy-out,0.903018,0.823311–0.960396,0.810603,0.804246–0.813952,0.89766,0.8265–1.0064,within 5%,65/131/0,0.87045
   dense-256,torch-eager-out,1.102055,1.047505–1.137136,1.121604,1.105068–1.138842,1.01774,0.9481–1.1191,inconclusive,65/131/0,0.87147
   dense-1024,native,22.303366,21.725725–23.497979,23.701002,23.346324–24.135303,1.06266,0.9341–1.1503,inconclusive,69/139/0,0.857221
   dense-1024,numpy-out,22.029905,21.575419–22.307491,21.849261,21.087173–23.355479,0.99180,0.9208–1.1048,inconclusive,69/139/0,0.857221
   dense-1024,torch-eager-out,27.377144,25.214305–28.795115,28.610498,27.208064–29.652130,1.04505,0.8774–1.2368,inconclusive,69/139/0,0.857221
   dense-2048,native,159.836748,157.133406–160.196306,146.385510,141.237305–149.538768,0.91584,0.7992–0.9906,within 5%,68/137/0,0.981309
   dense-2048,numpy-out,124.786021,122.674560–129.920921,115.880153,115.431314–115.995002,0.92863,0.8639–1.0003,within 5%,68/137/0,0.981309
   dense-2048,torch-eager-out,142.346125,139.320804–143.806479,135.098817,134.576069–140.737019,0.94909,0.8680–1.0857,inconclusive,68/137/0,0.981309

.. csv-table:: cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.073591,0.071727–0.076260,0.068662,0.065863–0.080726,0.93302,0.8050–1.1461,inconclusive,49/99/0,0.806601
   dense-64,native-blas,0.061878,0.061489–0.064599,0.054235,0.046801–0.063548,0.87649,0.7087–1.1200,inconclusive,50/101/0,0.578069
   dense-64,numpy-out,0.381943,0.372698–0.389916,0.354898,0.337307–0.415811,0.92919,0.8328–1.1337,inconclusive,50/101/0,0.58563
   dense-64,torch-eager-out,0.669701,0.620668–0.692077,0.630158,0.596553–0.737804,0.94096,0.8337–1.1934,inconclusive,49/99/0,0.794401
   dense-256,native,0.858064,0.826669–0.891173,0.874784,0.831009–0.974673,1.01949,0.9245–1.1972,inconclusive,65/131/0,0.872577
   dense-256,native-blas,0.720803,0.623046–0.797032,0.843144,0.811258–0.894016,1.16973,0.9931–1.4428,inconclusive,65/131/0,0.870467
   dense-256,numpy-out,1.218277,1.122412–1.283791,1.402021,1.252093–1.554922,1.15082,0.9738–1.3870,inconclusive,65/131/0,0.87045
   dense-256,torch-eager-out,1.686810,1.686810–1.692217,2.015586,1.769296–2.315239,1.19491,0.9994–1.4255,inconclusive,65/131/0,0.87147
   dense-1024,native,17.602138,17.465705–17.726567,17.682575,17.236162–18.230823,1.00457,0.9615–1.0616,inconclusive,69/139/0,0.857221
   dense-1024,native-blas,16.289144,16.211385–16.313247,16.829277,15.934964–17.380436,1.03316,0.9639–1.0906,inconclusive,69/139/0,0.857221
   dense-1024,numpy-out,18.282707,17.841992–18.423044,19.051689,18.198320–20.120900,1.04206,0.9728–1.1313,inconclusive,69/139/0,0.857221
   dense-1024,torch-eager-out,20.706100,20.437279–21.119982,21.983434,20.890678–23.088078,1.06169,0.9814–1.1406,inconclusive,69/139/0,0.857221
   dense-2048,native,208.661974,202.300311–212.548905,210.526583,198.787138–214.603352,1.00894,0.9016–1.0830,inconclusive,68/137/0,0.981309
   dense-2048,native-blas,165.082877,161.665623–167.641628,167.980265,161.084319–173.770141,1.01755,0.9246–1.1008,inconclusive,68/137/0,0.981309
   dense-2048,numpy-out,174.073065,173.343628–174.247132,174.185174,174.185174–176.405952,1.00064,0.9097–1.0754,inconclusive,68/137/0,0.981309
   dense-2048,torch-eager-out,182.502038,179.675944–184.441103,182.787379,171.541642–183.792325,1.00156,0.8999–1.0582,inconclusive,68/137/0,0.981309

.. csv-table:: cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.072327,0.070882–0.079062,0.072751,0.072182–0.074107,1.00586,0.8897–1.0817,inconclusive,49/99/0,0.806601
   dense-64,native-blas,0.057153,0.055385–0.058510,0.062427,0.061018–0.063140,1.09230,0.9866–1.1747,inconclusive,50/101/0,0.578069
   dense-64,numpy-out,0.370301,0.351692–0.399780,0.382259,0.372585–0.389144,1.03229,0.8922–1.1265,inconclusive,50/101/0,0.58563
   dense-64,torch-eager-out,0.645315,0.582418–0.662111,0.652092,0.636138–0.665064,1.01050,0.9344–1.1883,inconclusive,49/99/0,0.794401
   dense-256,native,0.886176,0.857483–0.922581,0.835144,0.828167–0.836210,0.94241,0.8699–0.9940,within 5%,65/131/0,0.872577
   dense-256,native-blas,0.878956,0.865156–0.899828,0.805216,0.803292–0.815555,0.91611,0.8640–1.0102,within 5%,65/131/0,0.870467
   dense-256,numpy-out,1.421415,1.376141–1.443915,1.263616,1.247906–1.281340,0.88898,0.8503–0.9552,within 5%,65/131/0,0.87045
   dense-256,torch-eager-out,2.024940,2.023849–2.027484,1.737441,1.684765–1.801255,0.85802,0.7992–0.9451,within 5%,65/131/0,0.87147
   dense-1024,native,18.005315,17.777836–18.311588,18.503307,17.642213–19.948359,1.02766,0.9573–1.1279,inconclusive,69/139/0,0.857221
   dense-1024,native-blas,16.352400,16.321178–16.398361,17.108465,16.296069–18.821314,1.04624,0.9715–1.1644,inconclusive,69/139/0,0.857221
   dense-1024,numpy-out,18.920072,18.702414–19.118360,19.629264,18.793662–21.083527,1.03748,0.9745–1.1449,inconclusive,69/139/0,0.857221
   dense-1024,torch-eager-out,20.504813,20.320460–20.732037,21.555165,20.362098–23.659726,1.05122,0.9707–1.1783,inconclusive,69/139/0,0.857221
   dense-2048,native,219.196876,204.760712–225.023438,214.210787,209.592866–222.490443,0.97725,0.9098–1.1032,inconclusive,68/137/0,0.981309
   dense-2048,native-blas,168.147970,168.033103–168.760163,166.811681,164.457252–173.761312,0.99205,0.9348–1.0696,inconclusive,68/137/0,0.981309
   dense-2048,numpy-out,182.868782,180.912158–184.876479,179.224403,177.294502–180.731045,0.98007,0.9205–1.0324,within 5%,68/137/0,0.981309
   dense-2048,torch-eager-out,191.047435,188.661960–191.428729,188.609522,180.803724–197.737622,0.98724,0.9202–1.0840,inconclusive,68/137/0,0.981309

.. csv-table:: cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.058765,0.051815–0.059048,0.059215,0.058673–0.059694,1.00766,0.9353–1.2327,inconclusive,49/99/0,0.806601
   dense-64,native-blas,0.037939,0.037171–0.042479,0.046188,0.045088–0.046377,1.21744,0.9625–1.3380,inconclusive,50/101/0,0.578069
   dense-64,numpy-out,0.349031,0.342216–0.350475,0.349598,0.340917–0.369548,1.00162,0.9318–1.1330,inconclusive,50/101/0,0.58563
   dense-64,torch-eager-out,0.569443,0.540048–0.591460,0.609887,0.586040–0.648840,1.07102,0.9827–1.2717,inconclusive,49/99/0,0.794401
   dense-256,native,0.868494,0.828511–0.901838,0.913899,0.903431–0.929849,1.05228,0.9878–1.1382,inconclusive,65/131/0,0.872577
   dense-256,native-blas,0.722116,0.603915–0.830955,0.861533,0.837986–0.903860,1.19307,0.9857–1.5045,inconclusive,65/131/0,0.870467
   dense-256,numpy-out,1.258479,1.119281–1.403406,1.107127,1.095054–1.155536,0.87973,0.7751–1.0736,inconclusive,65/131/0,0.87045
   dense-256,torch-eager-out,1.679608,1.604736–1.751391,1.674867,1.606100–1.750316,0.99718,0.8960–1.1770,inconclusive,65/131/0,0.87147
   dense-1024,native,23.856782,23.018842–24.544427,24.014318,23.819083–25.937443,1.00660,0.9656–1.1315,inconclusive,69/139/0,0.857221
   dense-1024,native-blas,21.321177,20.881688–21.916621,22.232883,21.717513–22.578835,1.04276,0.9883–1.0862,inconclusive,69/139/0,0.857221
   dense-1024,numpy-out,23.645784,23.600373–23.674363,24.518941,24.467677–24.557181,1.03693,0.9792–1.0681,inconclusive,69/139/0,0.857221
   dense-1024,torch-eager-out,25.727227,25.614536–25.770034,27.417774,26.730618–27.922464,1.06571,1.0299–1.1114,inconclusive,69/139/0,0.857221
   dense-2048,native,289.030040,261.823177–340.145654,283.435986,252.272753–286.802711,0.98065,0.7055–1.1189,inconclusive,68/137/0,0.981309
   dense-2048,native-blas,203.546617,179.423861–250.954737,187.806646,175.832833–191.544054,0.92267,0.6578–1.0906,inconclusive,68/137/0,0.981309
   dense-2048,numpy-out,212.096777,206.084984–230.493636,193.798082,191.437445–195.288743,0.91372,0.7824–0.9995,within 5%,68/137/0,0.981309
   dense-2048,torch-eager-out,229.969245,209.209031–268.528536,201.382464,197.991396–213.826033,0.87569,0.6798–1.0441,within 5%,68/137/0,0.981309

.. csv-table:: cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,A pooled ms,A process range ms,B pooled ms,B process range ms,B/A,Saved CI95,Strict verdict,Observed I/M/R,Max TrueR/tol
   dense-64,native,0.061040,0.060519–0.062760,0.065637,0.060036–0.067188,1.07531,0.8548–1.2465,inconclusive,49/99/0,0.806601
   dense-64,native-blas,0.045087,0.043952–0.045863,0.053114,0.043006–0.059572,1.17804,0.8144–1.5676,inconclusive,50/101/0,0.578069
   dense-64,numpy-out,0.336355,0.333311–0.338492,0.366768,0.366768–0.368284,1.09042,1.0422–1.3154,inconclusive,50/101/0,0.58563
   dense-64,torch-eager-out,0.547681,0.535244–0.568241,0.630077,0.625828–0.632629,1.15045,0.9853–1.3776,inconclusive,49/99/0,0.794401
   dense-256,native,0.814721,0.804684–0.825354,0.909724,0.878366–0.930200,1.11661,1.0561–1.1676,regression,65/131/0,0.872577
   dense-256,native-blas,0.609646,0.547912–0.769783,0.676509,0.610554–0.878413,1.10968,0.7908–1.6054,inconclusive,65/131/0,0.870467
   dense-256,numpy-out,1.124924,1.019058–1.200905,1.196779,1.184433–1.228101,1.06388,0.9724–1.2138,inconclusive,65/131/0,0.87045
   dense-256,torch-eager-out,1.395409,1.336142–1.455987,1.571295,1.536916–1.629001,1.12605,1.0332–1.2492,inconclusive,65/131/0,0.87147
   dense-1024,native,22.096098,21.726914–22.312688,26.616754,26.217545–26.895758,1.20459,1.1328–1.3099,regression,69/139/0,0.857221
   dense-1024,native-blas,20.407267,20.075271–21.170230,24.092325,23.461284–24.757316,1.18058,1.0945–1.2387,regression,69/139/0,0.857221
   dense-1024,numpy-out,22.287012,22.287012–22.345229,25.651483,25.202689–25.851958,1.15096,1.1053–1.1867,regression,69/139/0,0.857221
   dense-1024,torch-eager-out,24.814834,24.814834–24.830896,28.496095,28.457906–28.506001,1.14835,1.1007–1.1997,regression,69/139/0,0.857221
   dense-2048,native,295.269399,258.375138–313.589974,341.507725,314.310708–386.368658,1.15660,0.9963–1.5841,inconclusive,68/137/0,0.981309
   dense-2048,native-blas,191.352450,180.959530–192.256810,261.915450,223.889715–316.773403,1.36876,1.1031–1.9007,regression,68/137/0,0.981309
   dense-2048,numpy-out,193.645715,154.213775–214.034443,252.525756,220.405427–285.391559,1.30406,1.0179–1.8817,inconclusive,68/137/0,0.981309
   dense-2048,torch-eager-out,221.267076,200.962951–230.461221,290.628383,256.868896–339.120777,1.31347,1.0822–1.7512,regression,68/137/0,0.981309

Current-source framework comparisons
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

These are descriptive ratios of current pooled-round medians from the same
matched configuration, not strict comparisons across frameworks or scopes.
Every higher current-native median remains listed below.

.. csv-table:: All current matched scopes
   :class: benchmark-results
   :header-rows: 1

   Configuration,Native,Reference,Lower/higher/equal,Current ratio range,Same known I/M/R
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard,native,numpy-out,3/1/0,0.1795–1.2276,True
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard,native,torch-eager-out,3/1/0,0.1161–1.2170,True
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard,native,numpy-out,3/1/0,0.1991–1.2091,True
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard,native,torch-eager-out,3/1/0,0.1295–1.1688,True
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native,numpy-out,3/1/0,0.1428–1.2224,True
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native,torch-eager-out,3/1/0,0.0861–1.1313,True
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native,numpy-out,3/1/0,0.1649–1.2023,True
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native,torch-eager-out,3/1/0,0.0996–1.1233,True
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native,numpy-out,3/1/0,0.3031–1.1585,True
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native,torch-eager-out,3/1/0,0.1544–1.0612,True
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native,numpy-out,3/1/0,0.3882–1.1814,True
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native,torch-eager-out,3/1/0,0.1977–1.0384,True
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native,numpy-out,2/2/0,0.2520–1.2000,True
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native,torch-eager-out,3/1/0,0.1208–1.0664,True
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native,numpy-out,3/1/0,0.2257–1.1862,True
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native,torch-eager-out,3/1/0,0.1177–1.1100,True
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard,native,numpy-out,4/0/0,0.3108–0.9604,True
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard,native,torch-eager-out,3/1/0,0.2105–1.0170,True
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard,native,numpy-out,2/2/0,0.4424–1.1273,True
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard,native,torch-eager-out,3/1/0,0.2852–1.0414,True
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native,numpy-out,2/2/0,0.2788–1.1977,True
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native,torch-eager-out,3/1/0,0.1779–1.0959,True
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native,numpy-out,2/2/0,0.4033–1.2357,True
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native,torch-eager-out,3/1/0,0.2594–1.0557,True
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native,numpy-out,4/0/0,0.4765–0.9967,True
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native,torch-eager-out,4/0/0,0.2789–0.8995,True
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native,numpy-out,3/1/0,0.5738–1.2635,True
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native,torch-eager-out,3/1/0,0.3270–1.0578,True
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native,numpy-out,3/1/0,0.3863–1.0942,True
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native,torch-eager-out,4/0/0,0.2356–0.7178,True
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native,numpy-out,3/1/0,0.4929–1.1296,True
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native,torch-eager-out,3/1/0,0.3140–1.1279,True
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard,native,numpy-out,3/1/0,0.1720–1.1714,True
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard,native,torch-eager-out,3/1/0,0.1012–1.1282,True
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard,native-blas,numpy-out,4/0/0,0.1590–0.9411,True
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard,native-blas,torch-eager-out,4/0/0,0.0936–0.9064,True
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard,native,numpy-out,3/1/0,0.1799–1.1708,True
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard,native,torch-eager-out,3/1/0,0.1237–1.1290,True
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard,native-blas,numpy-out,4/0/0,0.1611–0.9395,True
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard,native-blas,torch-eager-out,4/0/0,0.1108–0.9059,True
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native,numpy-out,2/2/0,0.1254–1.2048,True
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native,torch-eager-out,3/1/0,0.0789–1.0673,True
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native-blas,numpy-out,4/0/0,0.1008–0.9619,True
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native-blas,torch-eager-out,4/0/0,0.0634–0.8522,True
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native,numpy-out,3/1/0,0.1362–1.1913,True
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native,torch-eager-out,3/1/0,0.0893–1.1720,True
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native-blas,numpy-out,4/0/0,0.1036–0.9231,True
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native-blas,torch-eager-out,4/0/0,0.0680–0.8954,True
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native,numpy-out,3/1/0,0.2585–1.1945,True
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native,torch-eager-out,3/1/0,0.1411–1.0951,True
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native-blas,numpy-out,4/0/0,0.3178–0.9053,True
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native-blas,torch-eager-out,4/0/0,0.1735–0.8300,True
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native,numpy-out,3/1/0,0.2517–1.2892,True
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native,torch-eager-out,3/1/0,0.1271–1.1386,True
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native-blas,numpy-out,4/0/0,0.2764–0.8943,True
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native-blas,torch-eager-out,4/0/0,0.1396–0.7898,True
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native,numpy-out,2/2/0,0.2060–1.3207,True
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native,torch-eager-out,3/1/0,0.1335–1.0018,True
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native-blas,numpy-out,3/1/0,0.2046–1.1345,True
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native-blas,torch-eager-out,4/0/0,0.1326–0.8606,True
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native,numpy-out,2/2/0,0.1826–1.3522,True
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native,torch-eager-out,3/1/0,0.1080–1.1432,True
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native-blas,numpy-out,3/1/0,0.1732–1.1439,True
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native-blas,torch-eager-out,4/0/0,0.1024–0.9671,True
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit,native,numpy-out,3/1/0,0.1983–1.2061,False
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit,native,torch-eager-out,3/1/0,0.1127–1.1459,True
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit,native,numpy-out,3/1/0,0.2126–1.1568,False
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit,native,torch-eager-out,3/1/0,0.1260–1.1202,True
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,native,numpy-out,3/1/0,0.1621–1.1473,False
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,native,torch-eager-out,3/1/0,0.0963–1.0878,True
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,native,numpy-out,3/1/0,0.1896–1.3392,False
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,native,torch-eager-out,3/1/0,0.1141–1.0915,True
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit,native,numpy-out,2/2/0,0.3883–1.1439,False
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit,native,torch-eager-out,3/1/0,0.2460–1.0563,True
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit,native,numpy-out,2/2/0,0.4818–1.1624,False
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit,native,torch-eager-out,3/1/0,0.3047–1.1133,True
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,native,numpy-out,2/2/0,0.3502–1.2193,False
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,native,torch-eager-out,3/1/0,0.2148–1.0586,True
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,native,numpy-out,2/2/0,0.4465–1.2632,False
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,native,torch-eager-out,3/1/0,0.2818–1.0835,True
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit,native,numpy-out,3/1/0,0.1935–1.2086,False
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit,native,torch-eager-out,3/1/0,0.1090–1.1518,True
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit,native-blas,numpy-out,4/0/0,0.1528–0.9644,True
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit,native-blas,torch-eager-out,4/0/0,0.0861–0.9190,False
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit,native,numpy-out,3/1/0,0.1903–1.1952,False
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit,native,torch-eager-out,3/1/0,0.1116–1.1357,True
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit,native-blas,numpy-out,4/0/0,0.1633–0.9307,True
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit,native-blas,torch-eager-out,4/0/0,0.0957–0.8844,False
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,native,numpy-out,3/1/0,0.1694–1.4625,False
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,native,torch-eager-out,3/1/0,0.0971–1.4075,True
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,native-blas,numpy-out,4/0/0,0.1321–0.9691,True
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,native-blas,torch-eager-out,4/0/0,0.0757–0.9326,False
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,native,numpy-out,2/2/0,0.1790–1.3524,False
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,native,torch-eager-out,3/1/0,0.1042–1.1751,True
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,native-blas,numpy-out,3/1/0,0.1448–1.0372,True
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,native-blas,torch-eager-out,4/0/0,0.0843–0.9012,False

.. csv-table:: Complete current higher-median inventory
   :class: benchmark-results
   :header-rows: 1

   Configuration,Case,Native/reference,Native pooled ms,Reference pooled ms,Ratio,Native I/M/R,Reference I/M/R
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard,dense-2048,native/numpy-out,83.870782,68.322808,1.22757,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard,dense-2048,native/torch-eager-out,83.870782,68.913674,1.21704,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard,dense-2048,native/numpy-out,81.434079,67.348872,1.20914,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard,dense-2048,native/torch-eager-out,81.434079,69.674113,1.16879,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-2048,native/numpy-out,86.714911,70.941001,1.22235,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-2048,native/torch-eager-out,86.714911,76.653479,1.13126,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-2048,native/numpy-out,94.567969,78.653346,1.20234,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-2048,native/torch-eager-out,94.567969,84.186817,1.12331,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,dense-2048,native/numpy-out,5.136848,4.434015,1.15851,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,dense-2048,native/torch-eager-out,5.136848,4.840794,1.06116,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,dense-2048,native/numpy-out,5.526949,4.678128,1.18144,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,dense-2048,native/torch-eager-out,5.526949,5.322564,1.03840,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-1024,native/numpy-out,1.180764,1.170602,1.00868,4/6/0; 4/6/0,4/6/0; 4/6/0
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-2048,native/numpy-out,6.043370,5.036028,1.20003,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-2048,native/torch-eager-out,6.043370,5.667108,1.06639,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-2048,native/numpy-out,5.821199,4.907536,1.18618,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-2048,native/torch-eager-out,5.821199,5.244196,1.11003,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard,dense-2048,native/torch-eager-out,46.423971,45.648320,1.01699,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard,dense-1024,native/numpy-out,12.653381,12.119515,1.04405,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard,dense-2048,native/numpy-out,77.887438,69.094720,1.12726,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard,dense-2048,native/torch-eager-out,77.887438,74.788702,1.04143,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-1024,native/numpy-out,14.105011,12.632899,1.11653,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-2048,native/numpy-out,89.643705,74.846464,1.19770,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-2048,native/torch-eager-out,89.643705,81.802014,1.09586,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-1024,native/numpy-out,14.815176,12.381029,1.19660,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-2048,native/numpy-out,83.280873,67.397955,1.23566,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-2048,native/torch-eager-out,83.280873,78.887923,1.05569,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,dense-2048,native/numpy-out,10.849355,8.587042,1.26346,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,dense-2048,native/torch-eager-out,10.849355,10.256483,1.05780,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-2048,native/numpy-out,10.377380,9.483913,1.09421,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-1024,native/torch-eager-out,1.513214,1.341571,1.12794,4/6/0; 4/6/0,4/6/0; 4/6/0
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-2048,native/numpy-out,11.451386,10.138004,1.12955,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard,dense-2048,native/numpy-out,73.650780,62.875945,1.17137,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard,dense-2048,native/torch-eager-out,73.650780,65.279898,1.12823,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard,dense-2048,native/numpy-out,115.956971,99.041592,1.17079,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard,dense-2048,native/torch-eager-out,115.956971,102.710932,1.12896,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-1024,native/numpy-out,12.555625,12.522440,1.00265,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-2048,native/numpy-out,118.599970,98.442394,1.20477,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-2048,native/torch-eager-out,118.599970,111.122333,1.06729,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-2048,native/numpy-out,138.687944,116.418052,1.19129,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-2048,native/torch-eager-out,138.687944,118.332925,1.17201,70/73/1; 70/73/1,70/73/1; 70/73/1
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,dense-2048,native/numpy-out,7.151033,5.986565,1.19451,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,dense-2048,native/torch-eager-out,7.151033,6.529827,1.09513,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,dense-2048,native/numpy-out,8.249312,6.398631,1.28923,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,dense-2048,native/torch-eager-out,8.249312,7.245404,1.13856,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-1024,native/numpy-out,1.658647,1.568312,1.05760,4/6/0; 4/6/0,4/6/0; 4/6/0
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-2048,native/numpy-out,8.962841,6.786596,1.32067,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-2048,native/torch-eager-out,8.962841,8.946732,1.00180,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-2048,native-blas/numpy-out,7.699471,6.786596,1.13451,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-1024,native/numpy-out,1.538612,1.492313,1.03102,4/6/0; 4/6/0,4/6/0; 4/6/0
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-2048,native/numpy-out,9.655976,7.140799,1.35223,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-2048,native/torch-eager-out,9.655976,8.446697,1.14317,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-2048,native-blas/numpy-out,8.168655,7.140799,1.14394,3/5/0; 3/5/0,3/5/0; 3/5/0
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit,dense-2048,native/numpy-out,216.814719,179.768808,1.20608,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit,dense-2048,native/torch-eager-out,216.814719,189.202661,1.14594,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit,dense-2048,native/numpy-out,210.942926,182.352051,1.15679,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit,dense-2048,native/torch-eager-out,210.942926,188.309972,1.12019,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-2048,native/numpy-out,221.423801,193.001023,1.14727,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-2048,native/torch-eager-out,221.423801,203.554786,1.08778,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-2048,native/numpy-out,233.787105,174.577408,1.33916,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-2048,native/torch-eager-out,233.787105,214.181880,1.09154,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit,dense-1024,native/numpy-out,22.152878,20.189416,1.09725,69/139/0; 69/139/0,69/139/0; 69/139/0
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit,dense-2048,native/numpy-out,144.380903,126.221232,1.14387,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit,dense-2048,native/torch-eager-out,144.380903,136.690701,1.05626,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit,dense-1024,native/numpy-out,19.454196,19.199524,1.01326,69/139/0; 69/139/0,69/139/0; 69/139/0
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit,dense-2048,native/numpy-out,141.260159,121.525869,1.16239,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit,dense-2048,native/torch-eager-out,141.260159,126.884647,1.11330,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-1024,native/numpy-out,22.716209,22.456706,1.01156,69/139/0; 69/139/0,69/139/0; 69/139/0
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-2048,native/numpy-out,142.063640,116.514746,1.21928,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-2048,native/torch-eager-out,142.063640,134.194072,1.05864,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-1024,native/numpy-out,23.701002,21.849261,1.08475,69/139/0; 69/139/0,69/139/0; 69/139/0
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-2048,native/numpy-out,146.385510,115.880153,1.26325,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-2048,native/torch-eager-out,146.385510,135.098817,1.08354,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit,dense-2048,native/numpy-out,210.526583,174.185174,1.20864,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit,dense-2048,native/torch-eager-out,210.526583,182.787379,1.15176,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit,dense-2048,native/numpy-out,214.210787,179.224403,1.19521,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit,dense-2048,native/torch-eager-out,214.210787,188.609522,1.13574,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-2048,native/numpy-out,283.435986,193.798082,1.46253,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-2048,native/torch-eager-out,283.435986,201.382464,1.40745,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-1024,native/numpy-out,26.616754,25.651483,1.03763,69/139/0; 69/139/0,69/139/0; 69/139/0
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-2048,native/numpy-out,341.507725,252.525756,1.35237,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-2048,native/torch-eager-out,341.507725,290.628383,1.17507,68/137/0; 68/137/0,68/137/0; 68/137/0
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-2048,native-blas/numpy-out,261.915450,252.525756,1.03718,68/137/0; 68/137/0,68/137/0; 68/137/0

Source, controls and raw evidence
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

* baseline/cpu-release: compiled ``445275a3994e342b06de4093889f3f814c8706c6``, tree ``5d7ba07832dc7576810ddd5d07d66e4b87ef8109``, identity SHA256 ``be6e40ee8f066fbefba26eca707c5301430f10d4f46b5561274557f8ba6bf6a5``.
  Loaded ``_core`` SHA256: ``76168203038c854eec161fb28eac73b832ec0d0341d76e0266dfdc3514318611``.
* baseline/cpu-blas: compiled ``445275a3994e342b06de4093889f3f814c8706c6``, tree ``5d7ba07832dc7576810ddd5d07d66e4b87ef8109``, identity SHA256 ``33001f2b16b7ede19651304355913c1431aafc661d22354ef311b55496343929``.
  Loaded ``_core`` SHA256: ``81f5e99ede9ebf0d62e2ffcef1b4529183ce335a9d2e713d6a2d5373c7f63702``.
* baseline/cpu-openmp: compiled ``445275a3994e342b06de4093889f3f814c8706c6``, tree ``5d7ba07832dc7576810ddd5d07d66e4b87ef8109``, identity SHA256 ``3344786f97ab3b7e265a92546580064cef6b1b7f5a95e645bfb59507dd9e1d0b``.
  Loaded ``_core`` SHA256: ``17d44c0b297d33607aef6c51084304e1955b3e5961fec29409e4a13a57cb1ea1``.
* current/cpu-release: compiled ``5d0367f7ed06fbfe3f7ebabc28d6b110b2392eb2``, tree ``896ff8ca497514087550eeefc0be320906297334``, identity SHA256 ``de0a67b44c17e6b14896b94aee1692bb5570a579b65e1ed065b1a8481ee5c6d6``.
  Loaded ``_core`` SHA256: ``9014dff9242c52aedd271494c3c8dc784933e1100bb5c2b301d4197d55bd081f``.
* current/cpu-blas: compiled ``5d0367f7ed06fbfe3f7ebabc28d6b110b2392eb2``, tree ``896ff8ca497514087550eeefc0be320906297334``, identity SHA256 ``ba4de1fc83d38687f93eb97f6addf8ff12320a3890b4723e0be220096994c21f``.
  Loaded ``_core`` SHA256: ``39043cd2d0e67047bd4986cd860410cd8c2a3ef33c5810b35cd8e69623b7dc60``.
* current/cpu-openmp: compiled ``5d0367f7ed06fbfe3f7ebabc28d6b110b2392eb2``, tree ``896ff8ca497514087550eeefc0be320906297334``, identity SHA256 ``1217c95468ffe1b1cfb9bd3941b63d858bd06cf3e6cbf040c195577dc4ec7378``.
  Loaded ``_core`` SHA256: ``340096919b77fa33f2a661470df5173eb3bee80b3e05480eb2fc8ac4f8adf3ea``.

Manifest SHA256: ``375015bca20edef3e88160e0cbf952acace9f70d0e9bfcfd53c4f12a05a4eb0c``.
Plan SHA256: ``9634a0666213f4fa91ab53852e962895a93f25d9eaf8db8a37d7a4403cd86727``.

.. csv-table:: Every full strict report and actual comparator
   :class: benchmark-results
   :header-rows: 1

   Configuration,Verdict,Report SHA256,Comparator SHA256,Comparator path
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard,regression,17bbd647d4266ef0a01ae51eb7785af24ef1915af3cf4d3eae84cafe8aa22d9e,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-release/tools/compare_performance.py
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard,inconclusive,c146e70e695934e512ce230e07201fd9037300b900873e806fb26e898d0d9736,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-release/tools/compare_performance.py
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard,inconclusive,bff7549a57b0a067583129dd3a0730c3757a7d79ce3ab49111b56e307995747c,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-release/tools/compare_performance.py
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard,inconclusive,dca22dbaafd1d4fcafbf6a17ea9c355dfb6181fb02fef9f3ecdf44621ab18da7,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-release/tools/compare_performance.py
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,regression,5e179e0f1e2b4c5523595042d397a91be3aaf78cb40bb89067457f496ac73e5a,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-release/tools/compare_performance.py
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,regression,dd0e54dd53339d2678f4552a88b14a265b17d647da475df578911b824e177841,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-release/tools/compare_performance.py
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,inconclusive,533a27ccfa03f0d8b28fd3f8017214756304f528c6101dea57349cafc61506b6,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-release/tools/compare_performance.py
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,regression,b82af65e551be13bac559ea60b858461ba648752d45ea6128ac336ce846d798a,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-release/tools/compare_performance.py
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard,inconclusive,935d297c8696e1e78f446d85182eb01eb1bb504d4d73f4a9aaff8cdf10b383c3,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-openmp/tools/compare_performance.py
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard,regression,a11ec5f94ff24eb2610282257a1546dbbd2fbe7e322fc0b7314e7bcb427cadc2,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-openmp/tools/compare_performance.py
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard,regression,a1ff26e18a839f245c29dc9bd7f147a304afd1ad02ed24d4df9f363486656922,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-openmp/tools/compare_performance.py
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard,inconclusive,19c16f26cec93c81ba5289a8253d4eb2f0b5e69101a13b11ae219f71a7806bfc,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-openmp/tools/compare_performance.py
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,inconclusive,04b7987c379bc483bae0b86b621a1bbab928e371ebf631fff0658ab1031fbd42,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-openmp/tools/compare_performance.py
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,inconclusive,1b54b4134b03e790a83e0a4ed8a95e97b88b76e748d469feb98add76be574e34,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-openmp/tools/compare_performance.py
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,regression,820974def9a822a78fccf45b1a547e1f673d92f643bceb4031ec40b22b8a3fea,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-openmp/tools/compare_performance.py
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,inconclusive,041df885e1f0179ac9aee2f11a071226004100a8ad509a059d6d2396b94ae889,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-openmp/tools/compare_performance.py
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard,inconclusive,6a2986f1c8b3df633c54970482c39838bbe221df18dac0dc7caf14b4448df2cc,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-blas/tools/compare_performance.py
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard,inconclusive,4261766090244754fdf07aab685a79061ec2a2257dc34187fdd62ee6d9b5d9e0,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-blas/tools/compare_performance.py
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,inconclusive,937610edc6550f45f6eb90292f15cbffda4dcd81cf840a10c5f6f1355d855d6b,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-blas/tools/compare_performance.py
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,regression,f64c8b0df5218dc754e1ab86d3f0e0cf7fa3c00a658ffa7bdbbf51b37243ba3a,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-blas/tools/compare_performance.py
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,inconclusive,78ca4fa94bf5bdf8875884552e5ab2288b2f7b5bd27a9dc37ad0861785144c3b,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-blas/tools/compare_performance.py
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,inconclusive,9a9c7f74e7b4226cc59e1de58104aef9d3cd0cb3731783ca3874f4410152dc4a,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-blas/tools/compare_performance.py
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,inconclusive,bfa5a4db1bdceae7ba9830df0df08d2db301510416917a0931df801c6d6ad857,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-blas/tools/compare_performance.py
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,regression,07f102ce243e969ce178d3f9a377549f8d085672ded92fabffb55bcb447e68b5,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-blas/tools/compare_performance.py
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit,regression,2abd8907a6236f26aa069aa46b544875fe039a938ddcadb1ae6ec0a00aa123bd,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-release/tools/compare_performance.py
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit,inconclusive,d06c46ddfb7c4afab31ae7f8e884485cc41fdb0b0fdd4f120168c4011ebb3f71,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-release/tools/compare_performance.py
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,regression,f3e5d3ad725fb74384a9609dc937a6d3a44c1e06f5b2208c3a0bb0494d62c7b9,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-release/tools/compare_performance.py
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,inconclusive,066b03aa91289016e45f22ff45cd15bb5464dd6854d63680a3c6f7356c5e8696,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-release/tools/compare_performance.py
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit,inconclusive,9c1c457fa9ffa06f7f73a4459ba25c458a271fac63864a1f5c836ac05bea414d,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-openmp/tools/compare_performance.py
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit,inconclusive,51a557d62aad8b9283c82b1b7a45b3989e0f5acfaac7d491b04f21d3752e8c15,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-openmp/tools/compare_performance.py
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,inconclusive,d8dd86ec8710c61d4229e4a6e3a1bc4760fca291fca96fe9c9f44ec58aa89ff4,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-openmp/tools/compare_performance.py
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,inconclusive,b35d51329848fac61564a7ad6bec436c6041ff859d28a8a2919c4a50eaa70022,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-openmp/tools/compare_performance.py
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit,inconclusive,768dbd1dbc4e9da2a5fae81ad6232ad340bd358fe03fd72494a8ad542e20e4fe,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-blas/tools/compare_performance.py
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit,inconclusive,da5d7f3d4c91f0cccfeceb036b670bf85ce5c1b7dc6c9089e571edb4a3f77d8a,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-blas/tools/compare_performance.py
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,inconclusive,78cc0330ea856be38fba390349727e195a5bdb26b4c63264ba1fac12e2a80eee,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-blas/tools/compare_performance.py
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,regression,9bfb536f583eb07d3011a2c1ed581c0cfcd2f743d7a8ea1987b51fe194b461b9,b057d071ebe47e8356a38cc2c43624ea15ff13a34abbcb02b249c83c52f23063,build/main-performance-20261017/cpu-candidate-stages/cpu-blas/tools/compare_performance.py

.. csv-table:: Every actual C++ source difference
   :class: benchmark-results
   :header-rows: 1

   Path,A SHA256,B SHA256
   cpp/cg/backend/cpu/dense.cpp,a845478358a31a35e34f8c2a3e26363ebd3cfba845e7c3fd73cc6fba07e17845,e0103bd3b7baf16da563394c6aa962c4391dec347b7345434e79edd9b44df5b9

Complete source/cache changes, providers, applicable Torch metadata and full
per-suite/per-configuration runtime pools are preserved without projection
in the analysis JSON. Baseline fixture analysis SHA256: ``de2ef5d04cbb19e263bb33799c90f1566648e0c40463f38cc16c55c2302227ac``.

.. csv-table:: All original raw/import/log identities
   :class: benchmark-results
   :header-rows: 1

   Run,Raw path,Raw SHA256,Import SHA256,Log SHA256
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard-b01-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard-b01-baseline.json,7694af7bd7d928b1e85f92158ea327c7bd52e3f2f63c4605b0ba8edb14deb514,b693727077b769571ce2abe3a689b0d5a85ca762c7f4a668e241b93abbab4691,3276057b129f87511e83b37428c4f946eed49e0cb076c73d3dd391b136e0b310
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   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard-b03-current,build/main-performance-20261017/cpu-abba/raw/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard-b03-current.json,39c06aefa5da63e343d5cc7fbc10c56f83bee24ea695b650e689f72fb7516d3d,a474ccf57a95689967f77644da052921556607d570d76f4d1b4107406f062c7a,04a0a288539c29820363261d0745c65e1bc4f7e9555e48252078fd3e17eab0ed
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   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b02-current,build/main-performance-20261017/cpu-abba/raw/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b02-current.json,795ef66257790710ec14d7f9baf984f93df95f4fd741e08f563a35d7727fbde8,d7e80a7b30c83abaa94980844094c9b17a44a3cf7dbdbba9eb8c53979ed047c9,f04e37344d828e4c93391a757dbefab1e22534288b9405e7976e1a0952ebbd9e
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b03-current,build/main-performance-20261017/cpu-abba/raw/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b03-current.json,3814023376b5956be606388fe6570cbec77ab93a3a703dd415d0740c2396a1a5,591053c30166bfb02fea05b1a3a50bc76e209c3d344e57d1067498a66a0db139,7732922af1490677fa1d3890ec71cdc19af372b4b9e53bfa9075979c7a22471a
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b04-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b04-baseline.json,d050c49fbf457f992e5ceaaf2d9fda1107f1d7a69271aa39b80de780ae17aeeb,32baf4c7d4e6ca31ff816c56c19e80abe279bd6d650af51a631b4aa308004b0a,fcce8b09a217ee8a9e6f97b01dfcffad79e09cd763c24e3b2b7b2008867bc76f
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b01-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b01-baseline.json,afc24ca042c00544fdc87aa3a6996ca3d89474416470ff51c3afd4bc664881dd,c9a0e9b039a58e21c0207ea55df88a5261a987f51c541f1af5b6fbfd3bb5b0cf,607e2fbb1cacffb6fa13c30a6a468e857af4c00dd63488000accf175e10449da
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   cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b04-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b04-baseline.json,ca35106d33949dbd2592be46ab425b517b92653894451eb4d28df40a24b35be1,5e329b89bdd7ab7b9299167a4804ea34afae40f0f086215593669559129189f6,1cc174f6a84f87f492845706c02f8864ebc08f255a2b7c2fee9b7a1b61761373
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-b01-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-b01-baseline.json,22529f66e9bb20c70f4bbe67b2621295a3c408bdf5fb2e7e8363531732ef1712,462ffc335e1b72f25e14f688241ead39c2da0dee9084b483ec1d59e208a3fa0f,9586b0cce66abeed7f34613103f7dce59438286b53279d9b45c9a886946e7479
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   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit-b01-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit-b01-baseline.json,be7dd235dbd2775250843c147750f639e3eae348e3a2aa63a877a5fbed1bacd2,655ef699979af97a7a225a069f97ee6b700942a48fa3ae1cb71a6c6a0cd7b5fa,fa4b3ad7913ac6a76fb6aaad15171f1a155d65de64caafde94fec6f1de67540b
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit-b02-current,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit-b02-current.json,deaba9b08b9b129ba9f5b5aa0493715f96f9852b57e4f883f0c9cb3d20692c5b,71cbe4c394b49ce9040d30a9949c2e75282867c5581de1906ed83131153741e6,b1385d1d3ee85dff09601f76fbdf9c28ea65182c73d06449e1b592742282f93e
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit-b03-current,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit-b03-current.json,70e10746b503b22240603f43f63aa2e428596311086f5a57e0251bd335806222,cf1c8d1bc095a812c08588a4aff9e38f4b76b9ffb6f0942ea99442ac8ffdbaad,7ab4d4ced9a652b6c94c27b4067fc0ded5a3c4d9be69caeb848ef3c671cd6051
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit-b04-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit-b04-baseline.json,133b844230c2c52712e266dc4c3b8bcd6381c15c4d14c74d16f327e24bc3f208,274612d064738835c06c377dfc07d9c0d081cad865c0de95b57199cbd2a4b3a5,f208cf05c4a2403f7bfad81321f79fe4449d058a812ace1fe572eea0d7f31ffb
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit-b01-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit-b01-baseline.json,7005bf66ef41c557689e494ef24aa6dab673388db10e02311cae79299846a0bd,a63a0ab3376109e39d86cbaaa2074defbe86b96f2e4c86ef5155f0b4a2d49753,489e5a6e5e04e9f1b4d2f49dbd8259427dca083d8c1516147a47ad307414aaba
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit-b02-current,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit-b02-current.json,1acd572c839d0387f83b91d00ca0846df8e4534df138a56148bbd05c455f405b,08bc426fb9b105a09bdbcb544a48313f7807a15db93678783aa1f146252789ce,fad48713f6b579b257f3fa0bebb81024639d054e5545a67499760d2c30e536c5
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit-b03-current,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit-b03-current.json,417254a2a882a9f191e5e5e7e022562ee0ead0033d48b09ace4316e860bcc5dd,2bc0cdc1800e0b2756910a70bcb4a29928ec5a9ab3bb1feca447560779b832c1,e0557ccd36cc11b249750f4c94db01c65a46290248b17d3a06402f7883e23bf5
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit-b04-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit-b04-baseline.json,78406b90e655206ac142848653dbf937dc3be7e86da637965546bb72e8962988,938dd8e55ab5c01dbdc2258b33bf65d3a910940e8abfc812da9248c827ff032e,62103f60dd201c7e9559dc5f6b58835a928418c4f7e4ee20f321be74fedd9ea8
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b01-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b01-baseline.json,eb735b1c91364d5770cbdae5183787c28c9ed0fcef232f4a46433c238f42aa1b,bc6633e860ae092c9ef7c1115a386b5e9a5ccf8e4a3ed009b3090324839ded08,85ecd407c13d96ea73ce54ccc0c246584a934f391dc3d8770b867171ae6cd56c
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b02-current,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b02-current.json,c73936c478c465a8bc9a49cce4f9b640d814124ce191f0755e321b9871f582a1,629e6d326178ce2c40f9a573104d3e12641983187215a0e94488c613c5ed2d81,79263cd57470181f7c378c7c35efe90dbf3f451c19eee45765c32c5208558bb6
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b03-current,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b03-current.json,3f1ea73fd542baf2f2a8fb612b07fa2483309566b73025d64d57f68345f7a31d,3001dbbcb96a36c720a7295f23c00445232192231c7feeb85b06d94a0ceb1211,972cc6aaebbe22522ab9c1b896e1417ecc088e5deb8c14b4ca49275f13491bfa
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b04-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b04-baseline.json,6ff4ba10376b1f91a439b0e456fb0341ee5e594374a88496912c40ac04087443,a99600f26457d37120c0e46f52fa4f5f1a855ea151ce1ad4488f93ce4ee70972,019bb79e9cef221adace45b357a4ef74a57a6490d567a7e89808ae04e230fa56
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b01-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b01-baseline.json,e92fe9667e12b1be52c3b6d673fccd3cb1be91ba0eaed087af1d800ccb34b543,af5d8ceb1ebe135a8d4adbb66bb50c49b30c82a4a3e763bdde0a3c5341fb4be0,b8646852449641d106742372772dc37a21651c58d4349fcc5131cdad376dff42
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b02-current,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b02-current.json,671b9b869707a45bfd730887b9ec75a35ff6c7128f8ef95e1f8e9218932bbf0d,734b639b2df43a6ac0e60dc773c443f97b1697af8337eead6dd0e3c8178c03bc,8e7f81963a2084363e041dcf0f5be0e05d8f3edf6a362b247ee21c37d856fe3d
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b03-current,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b03-current.json,59585b04422f8a715a2ec5c0c46badcb05f83e75aed47018612f0b0bb1c29aee,714c5f8fcfa5b0af531aed3c243daae1ca0066160c54e75031159a3200c2fe10,b3b7d174103b413f2a82b31b2c7cd028377e5e5c7bf592848f04244149f10002
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b04-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b04-baseline.json,f5ef838bc61e63127c631d1c134c221731cd382b4081efc8c98bc46a5e95f703,5d0860607856c1151324e3e145d26331bcf5b238f01c7d2912b664d7e68bb457,e17a7dcf5e763fa64494326c9443a6e22abb9a04cae9d9ca80b370e03ca41e65
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit-b01-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit-b01-baseline.json,12a1a620ba62744c5378db95c872201a585b4d92f039a5c49e8c00cfa0df39bc,f36f32005cd8af83d550d25b2324d40b3e514b3093ba770fc34ab04535a1aec3,f34e7b074803c9c124cf9f19ad63920d50fe0c8a18a40bea61dc1efc3275c5f2
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit-b02-current,build/main-performance-20261017/cpu-abba/raw/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit-b02-current.json,6b93856f8aded01c12f0109e3ac278b2532c5160a4ffd969d6bf887c3fb0f666,3f394b5895bc6f4088daabb12c6de79a19272604fa6d92f5cfbe780b3df89ac5,844389b54cb030fe4aea54de5c23c4c418f7b72ad88edf3de71ad6d84918bade
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit-b03-current,build/main-performance-20261017/cpu-abba/raw/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit-b03-current.json,4562d9e86aeb3c0e8983b5ec47ef6f0b3ae6d32c2054bdadb687e7f8c8a9dc7e,ca83667534ec5800f7c7a2d94e8284450ef65459a504b2568cb94435944c4952,166b113c6215c89d2b9b20b60ad35d2c4c74defeda80147e6ce0406f37a6308d
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit-b04-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit-b04-baseline.json,9dfd3639b97d3d773de984ce5c2880a99f8948a76e4e1aa5f6eff67ecb6f6116,6acc340857e0e4882d33aed56d699883ae40ca43f4cf6d8d69e6bcd0614b0764,762e44a5a86165bd47737a71308d1cdff7740c5a8e5e6c291cd462582af4d3b0
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit-b01-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit-b01-baseline.json,6efcd9c41497185ecec4b925bb73bab19c67da486d75081122573c20a236839e,03cfcecd0b7d3577ede34183d101d5ad10b4619ad52d522e275d2b83c569614c,6d60cd1a3cea30d1257029eccc5789ecc3dee14ea60ec06594aca747430615c5
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit-b02-current,build/main-performance-20261017/cpu-abba/raw/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit-b02-current.json,afe84a606981b59257e03035c4d0e11ae64d8dc4570b0a48059e7ce3a716c31d,9fbdbaa0329f9849b6258b9a2c2ed16caafeb0a3b2d13a6f774df87059b9178d,bc581640ef7abe6f65d608a37f091b02cb01775fbdf3104cb4e5e58c21bfda88
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit-b03-current,build/main-performance-20261017/cpu-abba/raw/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit-b03-current.json,b688ca13303f7a5eafa663cb2dc123e80c03c6e6dec06d32e87b182753191f1f,a6359609d89a4d35642b59a651a62b9d85fcbeef63d18601b98e5b9f32a74c53,b0fbfc748de0132c5f99cd598df3825b0ec13264be1d60148ad88f00fcf12630
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit-b04-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit-b04-baseline.json,8c9c07ea7a0a9304906f712a86651865017e417fe0eac906247eba5287e7696b,de70efea8675e489e931483549449a41ba433fe1f11f21f1025943e3b42e766a,4c8c98aba659f380d0026ea165a341817c197e1d6b35c1599f87f0b94cd312ce
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b01-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b01-baseline.json,8602f34ba31a4b70839c86fd886a5537461b7d173e9f58293ec42f0e562fa266,65abf5154b3fe4e81b1df226177bb11cac4d6477b546b0cdd9e344dc05276e90,0fe94e7faa8814ce39ad4157cdce979805b5a0595606d641d240c338ae2693e1
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   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b03-current,build/main-performance-20261017/cpu-abba/raw/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b03-current.json,20588eac3f688e3b8cf9f88a3b6abb176d085991f1f4a3aa8b0cd951ea677dc0,fb963e0bd7523744599c151ec916f0f5009a5b5746880ac77b558f27ac835f07,fb9666a8b18d436200c97ccb92d643c6a18372af07d18b6bb3bcf14938b95f71
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b04-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b04-baseline.json,888387ad993e715ed5c29ba91e7ea5321f8abc07ec6a60b9e96f734cb8b519cb,f8d4406415a863ad9ac5e6e44e5ade295b0460ae8b647bb6e1623418168ca21b,3ae667e91d127fa853d6bd0f71e2dbf67cdd431906fa6d8d76745a69ba1e377a
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b01-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b01-baseline.json,0e487cc558f851e9d398bbadf8171b0a808466c55276366ac37cce08da2b55b1,c571c7da51f7ceea770d5bed057c330154407ae5b69db7e049369ea71d632cd7,0b3bf793f57e9561b4f126e92178148737341d83e3706618308b96a844af5aa6
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   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b03-current,build/main-performance-20261017/cpu-abba/raw/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b03-current.json,a50703bacec01f9bb6e9a1ae30e88f7d0385bfea53363e5f119e267d19d9350b,4ed5829918f4042ef341c17b3e4901837e26a6a8aece106be5c6e76f48c1d06e,4bcab767640eca81590ad1542372b14db111d1adcd3d49e1a0b02c63873c4acb
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b04-baseline,build/main-performance-20261017/cpu-abba/raw/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b04-baseline.json,72b4f610677c97381af72aa7446ace005fcfa905fa486977413cc2390b5cc392,b5ad21e4734703d0fbcbf9f63275e555448c519f1293260a0830c5ae009833e2,d7a95621f5b9d40f0ec2f4cb1b384285bc746c71fd994d06053cb1691d6b79a4

Same-spec public reproduction
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Use a fresh root checkout with the project-local CPU/CUDA environments and
toolkit described in :doc:`../install` and :doc:`../cuda`. The following
creates two detached sources; both use the same absolute local environments.
Build both sources and all selected presets before quiet timing. Never
point BUILD_DIR at a frozen evidence stage. Unique outputs and the complete
ABBA order below preserve all controls; new timings are not historical replay.

.. code-block:: sh

   PROJECT="$PWD"
   git fetch origin 445275a3994e342b06de4093889f3f814c8706c6 5d0367f7ed06fbfe3f7ebabc28d6b110b2392eb2
   A_SOURCE="$PROJECT/build/reproduce-cpu-abba-A"
   B_SOURCE="$PROJECT/build/reproduce-cpu-abba-B"
   git worktree add --detach "$A_SOURCE" 445275a3994e342b06de4093889f3f814c8706c6
   git worktree add --detach "$B_SOURCE" 5d0367f7ed06fbfe3f7ebabc28d6b110b2392eb2
   export OMP_DYNAMIC=FALSE MKL_DYNAMIC=FALSE
   export CUBLAS_WORKSPACE_CONFIG=:4096:8
   unset CUDA_LAUNCH_BLOCKING

   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-b01-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-b02-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-b03-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-b04-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b01-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b02-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$B_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b03-current.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')
   (cd "$A_SOURCE" && env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/ab-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-b04-baseline.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"'')

Compare each configuration's two complete A outputs against its two B outputs
with that B source's unchanged ``scripts/compare_performance.py`` and its
matching local Python/package. Use ``--max-regression .05``,
``--bootstrap-samples 10000`` and ``--seed 20261017``. All exact comparator
argv and original file paths remain in the analysis JSON.


Public reproduction
-------------------

Follow :doc:`../install`, :doc:`../cuda` and :doc:`methodology` with project-local
dependencies. Fetch each actual compiled source recorded above, build both
sides before quiet measurement with matching recorded compiler flags, and use
the public ``make pyprof`` configurations from their immutable plans. Preserve
all candidates, scope, M, fused flag, mode, threads, affinity and input suite.
Run A,B,B,A in fresh processes with seed20261017/warmups3/rounds36/repetitions1
and distinct outputs. Compare all blocks with the matching current-stage
``scripts/compare_performance.py --max-regression .05 --bootstrap-samples
10000 --seed 20261017``. The analysis JSON retains exact argv, source/build
controls and all original paths/hashes. Ignored helpers/raw/stages are local
evidence, not downloadable artifact links. Reproduction creates new timings.

Renderer SHA256: ``28023902900a16c15271d6cb15136781b9b425842b1ee41e635cd3bad43c97ae``.