Complete current-main CPU and CUDA baseline, 2026-10-17
=======================================================

This baseline retains all 134 configurations, 268 fresh-process artifacts and
3,096 eligible candidate/case results. The complete tables contain 1,548 rows,
each with both fixed process observations. Ratios describe this host and run
order; they are point estimates without confidence or regression claims.

Actual compiled commit: ``445275a3994e342b06de4093889f3f814c8706c6``; compiled tree: ``5d7ba07832dc7576810ddd5d07d66e4b87ef8109``.

Method and scope
----------------

The fixed order is all 134 configurations forward, then exactly in reverse.
The 90 standard configurations precede 44 explicit-none configurations.
Both algorithms retain all supported fusion, scope and execution combinations;
Jacobi with explicit is unsupported. The five-fixture strategy suite is standard
only and retains all six fixed aliases. Explicit restarts are known zero.
Every artifact uses seed 20261017, three warmups, 36 complete balanced
Williams rounds and one solve per round. All declared candidates run in every
artifact. The estimator is the median of the two process medians, and the
range brackets those two medians. Reverse/forward compares those process
medians directly; it does not establish drift, causation or significance.

Each table records iterations/matvecs/restarts as I/M/R. A direction restart
is counted only when a new CG/PCG direction is actually installed after
residual recomputation; the initial direction and unsuccessful attempts are
excluded. Official SciPy CG/PCG and SuperLU restart counts are explicitly unknown.
Unknown restart counts do not establish numerical-work parity. Known work
differences remain visible and are not normalized into a pure kernel ratio.

CUDA inputs are GPU-resident. Upload and independent correctness downloads
are outside solve timing; x0 reset, dispatch, required scalar synchronization
and completed final work are included. API allocates output, workspace and
optional per-call Jacobi data. Session reuses iterative workspace but allocates fresh
output and optional per-call Jacobi data. Prepared reuses setup, output and workspace.
Native host/device execution is explicit; the Torch project reference keeps
its own implementation and discloses that native execution mode does not apply.

CPU OpenMP uses two threads and logical affinity [0,2]; all other presets use
one thread and affinity [0]. WSL affinity does not isolate the physical host.
Host load, Windows display use, GPU clocks and thermal state are uncontrolled.
Different frameworks, scopes, modes and solver strategies may perform different
accepted-tolerance work. No cross-scope strict comparison or universal speed
claim is made. SciPy official solvers have a different refresh policy; SuperLU
is a general sparse direct solver. LU-total includes factorization and solve,
whereas LU-reuse retains its factorization. Neither is a pure CG kernel.

This is a new fixed campaign: each planned fresh process is executed once,
with an exclusive execution claim. Earlier rejected/adopted trials are historical
and are not pooled into these estimates. Every raw artifact and control is kept.

Repeated same-configuration I/M/R gate: **passed**.

Hardware and source identity
----------------------------

.. code-block:: json

   {
     "platform": "Linux-6.6.87.2-microsoft-standard-WSL2-x86_64-with-glibc2.39",
     "machine": "x86_64",
     "cpu": "13th Gen Intel(R) Core(TM) i7-13700K",
     "logical_cpus": 24
   }

* cpu-release ``_core``: ``76168203038c854eec161fb28eac73b832ec0d0341d76e0266dfdc3514318611``.
* cpu-blas ``_core``: ``81f5e99ede9ebf0d62e2ffcef1b4529183ce335a9d2e713d6a2d5373c7f63702``.
* cpu-openmp ``_core``: ``17d44c0b297d33607aef6c51084304e1955b3e5961fec29409e4a13a57cb1ea1``.
* cuda-release ``_core``: ``84d7166a496b4190f373fbdf2ffd057af8c7ada67f53670aed9d30ba78ba764a``.
* cuda-release ``_cuda``: ``2b95332f5e7cfa622e5de9eeb109ed8d6b2798f7e9eb9f8ee7d686a9c1f71fbe``.

.. csv-table:: Frozen stage and host compiler
   :class: benchmark-results
   :header-rows: 1

   Preset,Identity SHA256,Compiler,Flags
   cpu-release,be6e40ee8f066fbefba26eca707c5301430f10d4f46b5561274557f8ba6bf6a5,GNU 16.0.1, -O3 -DNDEBUG
   cpu-blas,33001f2b16b7ede19651304355913c1431aafc661d22354ef311b55496343929,GNU 16.0.1, -O3 -DNDEBUG
   cpu-openmp,3344786f97ab3b7e265a92546580064cef6b1b7f5a95e645bfb59507dd9e1d0b,GNU 16.0.1, -O3 -DNDEBUG
   cuda-release,f4a79e809aa636e857d50b5dce39f9eb11f94910901ea18213cd395a5c066ae2,GNU 13.3.0, -O3 -DNDEBUG

CUDA runtime, device mapping, compiler and package controls:

.. code-block:: json

   {
     "cuda": {
       "device": 0,
       "environment": {
         "CUBLAS_WORKSPACE_CONFIG": ":4096:8",
         "CUDA_DEVICE_ORDER": null,
         "CUDA_LAUNCH_BLOCKING": null,
         "CUDA_VISIBLE_DEVICES": null,
         "PYTORCH_CUDA_ALLOC_CONF": null
       },
       "nvidia_smi": [
         {
           "driver_version": "610.88",
           "name": "NVIDIA GeForce RTX 2060",
           "pci_bus_id": "00000000:01:00.0",
           "physical_index": "0",
           "uuid": "GPU-725be96d-2b67-c8ec-fa10-5d9b23a2c302"
         }
       ],
       "torch": {
         "compute_capability": [
           7,
           5
         ],
         "cudnn_allow_tf32": false,
         "deterministic_algorithms": false,
         "device": 0,
         "matmul_allow_tf32": false,
         "multiprocessor_count": 30,
         "name": "NVIDIA GeForce RTX 2060",
         "runtime_version": "12.8",
         "total_memory_bytes": 6442123264,
         "uuid": "725be96d-2b67-c8ec-fa10-5d9b23a2c302"
       }
     },
     "native": {
       "runtime_info": {
         "compute_capability": [
           7,
           5
         ],
         "device": 0,
         "driver_api_version": 13030,
         "name": "NVIDIA GeForce RTX 2060",
         "runtime_version": 12080,
         "total_memory": 6442123264,
         "uuid": "GPU-725be96d-2b67-c8ec-fa10-5d9b23a2c302"
       },
       "build_info": {
         "architectures": "75",
         "build_type": "Release",
         "compiler": "NVIDIA 12.8.93",
         "enabled": true,
         "flags": " -O3 -DNDEBUG",
         "host_compiler": "GNU 13.3.0",
         "scalar_dtype": "float64",
         "toolkit_version": "12.8.93"
       }
     },
     "packages": {
       "cgpy": "0.4.0",
       "numpy": "2.2.6",
       "scipy": "1.15.3",
       "threadpoolctl": "3.6.0",
       "torch": "2.8.0+cu128"
     }
   }

Matched native/reference summary
--------------------------------

Lower/higher counts compare the median of process medians for every matched
fixture. Native/reference ratios below one indicate a lower measured native
median. Strategy comparisons remain separately labelled; unknown/different
work is descriptive. Every higher median appears in the loss inventory.

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

   Configuration,Native,Reference,Lower/higher/equal,Ratio range,I/M/R parity
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard,native,numpy-out,3/1/0,0.1955–1.2340,same
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard,native,torch-eager-out,3/1/0,0.1148–1.1838,same
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard,native,numpy-out,3/1/0,0.2008–1.2683,same
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard,native,torch-eager-out,3/1/0,0.1271–1.2110,same
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native,numpy-out,3/1/0,0.1408–1.5273,same
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native,torch-eager-out,3/1/0,0.0816–1.2209,same
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native,numpy-out,3/1/0,0.1610–1.3502,same
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native,torch-eager-out,3/1/0,0.0938–1.1405,same
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native,numpy-out,3/1/0,0.3528–1.2015,same
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native,torch-eager-out,3/1/0,0.1876–1.2069,same
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native,numpy-out,3/1/0,0.4140–1.3167,same
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native,torch-eager-out,3/1/0,0.2096–1.1283,same
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native,numpy-out,2/2/0,0.2458–1.4281,same
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native,torch-eager-out,3/1/0,0.1385–1.1534,same
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native,numpy-out,2/2/0,0.2169–1.7098,same
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native,torch-eager-out,3/1/0,0.1242–1.3402,same
   cpu-release-cpu-csr-f64-v1-none-api-fused1-host-standard,native,scipy-out,4/0/0,0.1265–0.5162,same
   cpu-release-cpu-csr-f64-v1-none-api-fused1-host-standard,native,torch-eager-out,4/0/0,0.0920–0.6936,same
   cpu-release-cpu-csr-f64-v1-none-api-fused0-host-standard,native,scipy-out,4/0/0,0.1404–0.6666,same
   cpu-release-cpu-csr-f64-v1-none-api-fused0-host-standard,native,torch-eager-out,4/0/0,0.1045–0.9016,same
   cpu-release-cpu-csr-f64-v1-none-prepared-fused1-host-standard,native,scipy-out,4/0/0,0.0710–0.4952,same
   cpu-release-cpu-csr-f64-v1-none-prepared-fused1-host-standard,native,torch-eager-out,4/0/0,0.0532–0.6961,same
   cpu-release-cpu-csr-f64-v1-none-prepared-fused0-host-standard,native,scipy-out,4/0/0,0.0704–0.6356,same
   cpu-release-cpu-csr-f64-v1-none-prepared-fused0-host-standard,native,torch-eager-out,4/0/0,0.0459–0.8673,same
   cpu-release-cpu-csr-f64-v1-jacobi-api-fused1-host-standard,native,scipy-out,4/0/0,0.1253–0.5164,same
   cpu-release-cpu-csr-f64-v1-jacobi-api-fused1-host-standard,native,torch-eager-out,4/0/0,0.0864–0.6680,same
   cpu-release-cpu-csr-f64-v1-jacobi-api-fused0-host-standard,native,scipy-out,4/0/0,0.1324–0.6974,same
   cpu-release-cpu-csr-f64-v1-jacobi-api-fused0-host-standard,native,torch-eager-out,4/0/0,0.0856–0.9045,same
   cpu-release-cpu-csr-f64-v1-jacobi-prepared-fused1-host-standard,native,scipy-out,4/0/0,0.0811–0.5572,same
   cpu-release-cpu-csr-f64-v1-jacobi-prepared-fused1-host-standard,native,torch-eager-out,4/0/0,0.0588–0.7127,same
   cpu-release-cpu-csr-f64-v1-jacobi-prepared-fused0-host-standard,native,scipy-out,4/0/0,0.0794–0.6818,same
   cpu-release-cpu-csr-f64-v1-jacobi-prepared-fused0-host-standard,native,torch-eager-out,4/0/0,0.0553–0.8899,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard,native,numpy-out,3/1/0,0.3074–1.1392,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard,native,torch-eager-out,3/1/0,0.2023–1.1148,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard,native,numpy-out,2/2/0,0.4281–1.2231,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard,native,torch-eager-out,3/1/0,0.2815–1.0632,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native,numpy-out,3/1/0,0.2796–1.3675,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native,torch-eager-out,3/1/0,0.1829–1.0592,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native,numpy-out,2/2/0,0.3854–1.3184,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native,torch-eager-out,3/1/0,0.2517–1.0450,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native,numpy-out,2/2/0,0.4685–2.7708,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native,torch-eager-out,4/0/0,0.2741–0.9136,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native,numpy-out,3/1/0,0.3101–1.1157,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native,torch-eager-out,4/0/0,0.3273–0.9195,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native,numpy-out,3/1/0,0.4026–1.2480,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native,torch-eager-out,3/1/0,0.2385–1.0037,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native,numpy-out,3/1/0,0.5024–1.4679,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native,torch-eager-out,3/1/0,0.3170–1.2685,same
   cpu-openmp-cpu-csr-f64-v1-none-api-fused1-host-standard,native,scipy-out,4/0/0,0.1945–0.5715,same
   cpu-openmp-cpu-csr-f64-v1-none-api-fused1-host-standard,native,torch-eager-out,4/0/0,0.1348–0.9035,same
   cpu-openmp-cpu-csr-f64-v1-none-api-fused0-host-standard,native,scipy-out,4/0/0,0.2851–0.5469,same
   cpu-openmp-cpu-csr-f64-v1-none-api-fused0-host-standard,native,torch-eager-out,4/0/0,0.2007–0.8480,same
   cpu-openmp-cpu-csr-f64-v1-none-prepared-fused1-host-standard,native,scipy-out,4/0/0,0.1525–0.5032,same
   cpu-openmp-cpu-csr-f64-v1-none-prepared-fused1-host-standard,native,torch-eager-out,4/0/0,0.1068–0.6895,same
   cpu-openmp-cpu-csr-f64-v1-none-prepared-fused0-host-standard,native,scipy-out,4/0/0,0.2405–0.5813,same
   cpu-openmp-cpu-csr-f64-v1-none-prepared-fused0-host-standard,native,torch-eager-out,4/0/0,0.1779–0.9110,same
   cpu-openmp-cpu-csr-f64-v1-jacobi-api-fused1-host-standard,native,scipy-out,4/0/0,0.2011–0.5352,same
   cpu-openmp-cpu-csr-f64-v1-jacobi-api-fused1-host-standard,native,torch-eager-out,4/0/0,0.1341–0.6877,same
   cpu-openmp-cpu-csr-f64-v1-jacobi-api-fused0-host-standard,native,scipy-out,4/0/0,0.2875–0.6542,same
   cpu-openmp-cpu-csr-f64-v1-jacobi-api-fused0-host-standard,native,torch-eager-out,4/0/0,0.1760–0.9072,same
   cpu-openmp-cpu-csr-f64-v1-jacobi-prepared-fused1-host-standard,native,scipy-out,4/0/0,0.1615–0.4943,same
   cpu-openmp-cpu-csr-f64-v1-jacobi-prepared-fused1-host-standard,native,torch-eager-out,4/0/0,0.1016–0.7704,same
   cpu-openmp-cpu-csr-f64-v1-jacobi-prepared-fused0-host-standard,native,scipy-out,4/0/0,0.2513–0.6031,same
   cpu-openmp-cpu-csr-f64-v1-jacobi-prepared-fused0-host-standard,native,torch-eager-out,4/0/0,0.1656–0.8266,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard,native,numpy-out,3/1/0,0.1684–1.1544,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard,native,torch-eager-out,3/1/0,0.1066–1.1077,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard,native-blas,numpy-out,4/0/0,0.1625–0.9415,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard,native-blas,torch-eager-out,4/0/0,0.1028–0.9034,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard,native,numpy-out,3/1/0,0.1960–1.1707,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard,native,torch-eager-out,3/1/0,0.1202–1.1179,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard,native-blas,numpy-out,4/0/0,0.1548–0.9489,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard,native-blas,torch-eager-out,4/0/0,0.0949–0.9061,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native,numpy-out,3/1/0,0.1359–1.4479,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native,torch-eager-out,3/1/0,0.0836–1.1798,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native-blas,numpy-out,3/1/0,0.1245–1.1142,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,native-blas,torch-eager-out,4/0/0,0.0767–0.9079,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native,numpy-out,2/2/0,0.1524–1.4339,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native,torch-eager-out,3/1/0,0.0890–1.1943,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native-blas,numpy-out,3/1/0,0.1336–1.1423,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,native-blas,torch-eager-out,4/0/0,0.0780–0.9514,same
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native,numpy-out,3/1/0,0.2459–1.1045,same
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native,torch-eager-out,3/1/0,0.1349–1.0284,same
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native-blas,numpy-out,4/0/0,0.3253–0.9718,same
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,native-blas,torch-eager-out,4/0/0,0.1784–0.9049,same
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native,numpy-out,3/1/0,0.2574–1.1631,same
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native,torch-eager-out,3/1/0,0.1379–1.0896,same
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native-blas,numpy-out,4/0/0,0.3020–0.9277,same
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,native-blas,torch-eager-out,4/0/0,0.1617–0.8691,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native,numpy-out,2/2/0,0.2004–1.2910,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native,torch-eager-out,3/1/0,0.1150–1.0124,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native-blas,numpy-out,2/2/0,0.2050–1.1930,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,native-blas,torch-eager-out,4/0/0,0.1177–0.9356,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native,numpy-out,2/2/0,0.1922–1.4963,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native,torch-eager-out,3/1/0,0.1045–1.1736,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native-blas,numpy-out,3/1/0,0.1992–1.1298,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,native-blas,torch-eager-out,4/0/0,0.1083–0.8862,same
   cuda-release-cuda-dense-f64-v1-none-api-fused1-host-standard,cuda-native,torch-cuda-eager,4/0/0,0.4683–0.7783,same
   cuda-release-cuda-dense-f64-v1-none-api-fused1-host-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.5518–0.7914,same
   cuda-release-cuda-dense-f64-v1-none-api-fused0-host-standard,cuda-native,torch-cuda-eager,4/0/0,0.4863–0.7619,same
   cuda-release-cuda-dense-f64-v1-none-api-fused0-host-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.5769–0.7866,same
   cuda-release-cuda-dense-f64-v1-none-api-fused1-device-standard,cuda-native,torch-cuda-eager,4/0/0,0.3113–0.6165,same
   cuda-release-cuda-dense-f64-v1-none-api-fused1-device-standard,cuda-cublas,torch-cuda-eager,4/0/0,0.4009–0.6653,same
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   cuda-release-cuda-dense-f64-v1-none-api-fused1-host-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.5755–0.7591,same
   cuda-release-cuda-dense-f64-v1-none-api-fused0-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5200–0.8066,"different,same"
   cuda-release-cuda-dense-f64-v1-none-api-fused0-host-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.5642–0.7895,same
   cuda-release-cuda-dense-f64-v1-none-api-fused1-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3230–0.6608,"different,same"
   cuda-release-cuda-dense-f64-v1-none-api-fused1-device-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.3869–0.6501,same
   cuda-release-cuda-dense-f64-v1-none-api-fused0-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3542–0.6605,"different,same"
   cuda-release-cuda-dense-f64-v1-none-api-fused0-device-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.4098–0.6530,same
   cuda-release-cuda-dense-f64-v1-none-session-fused1-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5253–0.7958,"different,same"
   cuda-release-cuda-dense-f64-v1-none-session-fused1-host-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.5216–0.7378,same
   cuda-release-cuda-dense-f64-v1-none-session-fused0-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5439–0.7988,"different,same"
   cuda-release-cuda-dense-f64-v1-none-session-fused0-host-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.5294–0.7440,same
   cuda-release-cuda-dense-f64-v1-none-session-fused1-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3140–0.6498,"different,same"
   cuda-release-cuda-dense-f64-v1-none-session-fused1-device-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.3333–0.5968,same
   cuda-release-cuda-dense-f64-v1-none-session-fused0-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3476–0.6592,"different,same"
   cuda-release-cuda-dense-f64-v1-none-session-fused0-device-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.3540–0.6136,same
   cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5073–0.7772,"different,same"
   cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.5134–0.7274,same
   cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5269–0.7888,"different,same"
   cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.5127–0.7356,same
   cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3186–0.6592,"different,same"
   cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.3486–0.6099,same
   cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3581–0.6571,"different,same"
   cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-explicit,cuda-cublas,torch-cuda-eager,4/0/0,0.3601–0.6118,same
   cuda-release-cuda-csr-f64-v1-none-api-fused1-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5163–0.5321,same
   cuda-release-cuda-csr-f64-v1-none-api-fused0-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5561–0.5804,same
   cuda-release-cuda-csr-f64-v1-none-api-fused1-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3344–0.3574,same
   cuda-release-cuda-csr-f64-v1-none-api-fused0-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3696–0.3772,same
   cuda-release-cuda-csr-f64-v1-none-session-fused1-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5417–0.5611,same
   cuda-release-cuda-csr-f64-v1-none-session-fused0-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5279–0.5754,same
   cuda-release-cuda-csr-f64-v1-none-session-fused1-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3367–0.3614,same
   cuda-release-cuda-csr-f64-v1-none-session-fused0-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3459–0.3786,same
   cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5275–0.5559,same
   cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-explicit,cuda-native,torch-cuda-eager,4/0/0,0.5458–0.5584,same
   cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3378–0.3537,same
   cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-explicit,cuda-native,torch-cuda-eager,4/0/0,0.3528–0.3760,same

Complete remaining higher-median inventory
------------------------------------------

.. csv-table:: Every native/reference point-estimate loss
   :class: benchmark-results
   :header-rows: 1

   Configuration,Case,Native/reference,Native ms,Reference ms,Ratio,Native I/M/R,Reference I/M/R,Parity
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard,dense-2048,native/numpy-out,118.588357,96.098132,1.23403,70/73/1,70/73/1,same
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard,dense-2048,native/torch-eager-out,118.588357,100.178468,1.18377,70/73/1,70/73/1,same
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard,dense-2048,native/numpy-out,142.107887,112.044927,1.26831,70/73/1,70/73/1,same
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard,dense-2048,native/torch-eager-out,142.107887,117.351714,1.21096,70/73/1,70/73/1,same
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-2048,native/numpy-out,138.475132,90.664556,1.52733,70/73/1,70/73/1,same
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-2048,native/torch-eager-out,138.475132,113.421785,1.22089,70/73/1,70/73/1,same
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-2048,native/numpy-out,134.941597,99.939536,1.35023,70/73/1,70/73/1,same
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-2048,native/torch-eager-out,134.941597,118.314620,1.14053,70/73/1,70/73/1,same
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,dense-2048,native/numpy-out,8.334790,6.936876,1.20152,3/5/0,3/5/0,same
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,dense-2048,native/torch-eager-out,8.334790,6.905791,1.20693,3/5/0,3/5/0,same
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,dense-2048,native/numpy-out,8.253083,6.267792,1.31674,3/5/0,3/5/0,same
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,dense-2048,native/torch-eager-out,8.253083,7.314555,1.12831,3/5/0,3/5/0,same
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-1024,native/numpy-out,1.515092,1.462283,1.03611,4/6/0,4/6/0,same
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-2048,native/numpy-out,10.311896,7.220870,1.42807,3/5/0,3/5/0,same
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-2048,native/torch-eager-out,10.311896,8.940090,1.15344,3/5/0,3/5/0,same
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-1024,native/numpy-out,1.694382,1.533767,1.10472,4/6/0,4/6/0,same
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-2048,native/numpy-out,12.063710,7.055812,1.70976,3/5/0,3/5/0,same
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-2048,native/torch-eager-out,12.063710,9.001329,1.34021,3/5/0,3/5/0,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard,dense-2048,native/numpy-out,75.148380,65.967623,1.13917,70/73/1,70/73/1,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard,dense-2048,native/torch-eager-out,75.148380,67.409035,1.11481,70/73/1,70/73/1,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard,dense-1024,native/numpy-out,14.286623,11.897912,1.20077,70/73/1,70/73/1,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard,dense-2048,native/numpy-out,89.872103,73.479853,1.22308,70/73/1,70/73/1,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard,dense-2048,native/torch-eager-out,89.872103,84.530394,1.06319,70/73/1,70/73/1,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-2048,native/numpy-out,98.465767,72.001631,1.36755,70/73/1,70/73/1,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-2048,native/torch-eager-out,98.465767,92.964135,1.05918,70/73/1,70/73/1,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-1024,native/numpy-out,14.196387,13.431586,1.05694,70/73/1,70/73/1,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-2048,native/numpy-out,85.095562,64.542916,1.31843,70/73/1,70/73/1,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-2048,native/torch-eager-out,85.095562,81.430632,1.04501,70/73/1,70/73/1,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,dense-256,native/numpy-out,0.356534,0.128675,2.77082,4/6/0,4/6/0,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,dense-2048,native/numpy-out,9.376753,6.680343,1.40363,3/5/0,3/5/0,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,dense-2048,native/numpy-out,8.627184,7.732798,1.11566,3/5/0,3/5/0,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-2048,native/numpy-out,11.981528,9.600205,1.24805,3/5/0,3/5/0,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-2048,native/torch-eager-out,11.981528,11.937428,1.00369,3/5/0,3/5/0,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-2048,native/numpy-out,11.526751,7.852403,1.46793,3/5/0,3/5/0,same
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-2048,native/torch-eager-out,11.526751,9.087063,1.26848,3/5/0,3/5/0,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard,dense-2048,native/numpy-out,136.315649,118.078639,1.15445,70/73/1,70/73/1,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard,dense-2048,native/torch-eager-out,136.315649,123.063056,1.10769,70/73/1,70/73/1,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard,dense-2048,native/numpy-out,144.486615,123.416500,1.17072,70/73/1,70/73/1,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard,dense-2048,native/torch-eager-out,144.486615,129.246507,1.11792,70/73/1,70/73/1,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-2048,native/numpy-out,154.476798,106.688623,1.44792,70/73/1,70/73/1,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-2048,native/torch-eager-out,154.476798,130.934282,1.17980,70/73/1,70/73/1,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard,dense-2048,native-blas/numpy-out,118.874061,106.688623,1.11421,70/73/1,70/73/1,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-1024,native/numpy-out,12.425722,12.317437,1.00879,70/73/1,70/73/1,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-2048,native/numpy-out,129.354202,90.209478,1.43393,70/73/1,70/73/1,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-2048,native/torch-eager-out,129.354202,108.312423,1.19427,70/73/1,70/73/1,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard,dense-2048,native-blas/numpy-out,103.043682,90.209478,1.14227,70/73/1,70/73/1,same
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,dense-2048,native/numpy-out,8.591651,7.778998,1.10447,3/5/0,3/5/0,same
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard,dense-2048,native/torch-eager-out,8.591651,8.354039,1.02844,3/5/0,3/5/0,same
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,dense-2048,native/numpy-out,7.860153,6.757744,1.16313,3/5/0,3/5/0,same
   cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard,dense-2048,native/torch-eager-out,7.860153,7.213606,1.08963,3/5/0,3/5/0,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-1024,native/numpy-out,1.661739,1.495724,1.11099,4/6/0,4/6/0,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-1024,native-blas/numpy-out,1.495793,1.495724,1.00005,4/6/0,4/6/0,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-2048,native/numpy-out,8.483690,6.571461,1.29099,3/5/0,3/5/0,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-2048,native/torch-eager-out,8.483690,8.379441,1.01244,3/5/0,3/5/0,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard,dense-2048,native-blas/numpy-out,7.839590,6.571461,1.19298,3/5/0,3/5/0,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-1024,native/numpy-out,1.734412,1.650489,1.05085,4/6/0,4/6/0,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-2048,native/numpy-out,10.727597,7.169557,1.49627,3/5/0,3/5/0,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-2048,native/torch-eager-out,10.727597,9.140786,1.17360,3/5/0,3/5/0,same
   cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard,dense-2048,native-blas/numpy-out,8.100409,7.169557,1.12983,3/5/0,3/5/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard,dense-64,cuda-cublas/torch-cuda-eager,3.574000,2.733711,1.30738,5/7/0,5/7/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard,dense-256,cuda-cublas/torch-cuda-eager,3.050396,2.529308,1.20602,4/6/0,4/6/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard,dense-1024,cuda-cublas/torch-cuda-eager,3.198078,2.398124,1.33358,4/6/0,4/6/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard,dense-2048,cuda-cublas/torch-cuda-eager,3.275883,2.377629,1.37779,3/5/0,3/5/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard,dense-64,cuda-cublas/torch-cuda-eager,3.300000,2.793938,1.18113,5/7/0,5/7/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard,dense-256,cuda-cublas/torch-cuda-eager,2.918551,2.060270,1.41659,4/6/0,4/6/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard,dense-1024,cuda-cublas/torch-cuda-eager,2.975176,2.457740,1.21053,4/6/0,4/6/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard,dense-2048,cuda-cublas/torch-cuda-eager,3.219470,2.494042,1.29086,3/5/0,3/5/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard,dense-64,cuda-cublas/torch-cuda-eager,2.942527,2.799279,1.05117,5/7/0,5/7/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard,dense-256,cuda-cublas/torch-cuda-eager,2.659251,2.319322,1.14656,4/6/0,4/6/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard,dense-1024,cuda-cublas/torch-cuda-eager,2.754136,2.368290,1.16292,4/6/0,4/6/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard,dense-2048,cuda-cublas/torch-cuda-eager,2.956296,2.430269,1.21645,3/5/0,3/5/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard,dense-64,cuda-cublas/torch-cuda-eager,3.061647,2.668084,1.14751,5/7/0,5/7/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard,dense-256,cuda-cublas/torch-cuda-eager,2.646861,2.355929,1.12349,4/6/0,4/6/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard,dense-1024,cuda-cublas/torch-cuda-eager,2.887714,2.463480,1.17221,4/6/0,4/6/0,same
   cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard,dense-2048,cuda-cublas/torch-cuda-eager,3.012754,2.253914,1.33668,3/5/0,3/5/0,same
   cpu-release-sparse-solvers-none-api-fused1-host-standard,scaled-poisson-2d-16,native-cg/scipy-lu-total,0.524980,0.420542,1.24834,597/610/11,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-api-fused1-host-standard,scaled-poisson-2d-16,native-cg/scipy-lu-reuse,0.524980,0.044539,11.78698,597/610/11,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-api-fused1-host-standard,scaled-poisson-2d-16,native-pcg/scipy-lu-reuse,0.084638,0.044539,1.90031,48/50/0,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-api-fused1-host-standard,scaled-poisson-2d-32,native-cg/scipy-pcg,5.234211,1.678617,3.11817,1799/1836/35,90/91/unknown,unknown
   cpu-release-sparse-solvers-none-api-fused1-host-standard,scaled-poisson-2d-32,native-cg/scipy-lu-total,5.234211,1.711803,3.05772,1799/1836/35,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-api-fused1-host-standard,scaled-poisson-2d-32,native-cg/scipy-lu-reuse,5.234211,0.151298,34.59549,1799/1836/35,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-api-fused1-host-standard,scaled-poisson-2d-32,native-pcg/scipy-lu-reuse,0.477865,0.151298,3.15845,118/122/2,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-api-fused1-host-standard,scaled-poisson-3d-6,native-cg/scipy-lu-reuse,0.229177,0.043192,5.30596,253/260/5,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-api-fused1-host-standard,scaled-poisson-3d-6,native-pcg/scipy-lu-reuse,0.056012,0.043192,1.29682,24/26/0,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-api-fused1-host-standard,scaled-poisson-3d-10,native-cg/scipy-pcg,1.425526,0.770721,1.84960,387/396/7,37/38/unknown,unknown
   cpu-release-sparse-solvers-none-api-fused1-host-standard,scaled-poisson-3d-10,native-cg/scipy-lu-reuse,1.425526,0.238824,5.96895,387/396/7,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-api-fused1-host-standard,poisson-2d-16-neutral,native-cg/scipy-lu-reuse,0.066163,0.029160,2.26901,51/54/1,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-api-fused1-host-standard,poisson-2d-16-neutral,native-pcg/scipy-lu-reuse,0.076712,0.029160,2.63075,51/54/1,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-prepared-fused1-host-standard,scaled-poisson-2d-16,native-cg/scipy-lu-total,0.534291,0.410766,1.30072,597/610/11,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-prepared-fused1-host-standard,scaled-poisson-2d-16,native-cg/scipy-lu-reuse,0.534291,0.041362,12.91736,597/610/11,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-prepared-fused1-host-standard,scaled-poisson-2d-16,native-pcg/scipy-lu-reuse,0.064396,0.041362,1.55688,48/50/0,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-prepared-fused1-host-standard,scaled-poisson-2d-32,native-cg/scipy-pcg,5.366177,1.706146,3.14520,1799/1836/35,90/91/unknown,unknown
   cpu-release-sparse-solvers-none-prepared-fused1-host-standard,scaled-poisson-2d-32,native-cg/scipy-lu-total,5.366177,1.758676,3.05126,1799/1836/35,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-prepared-fused1-host-standard,scaled-poisson-2d-32,native-cg/scipy-lu-reuse,5.366177,0.146320,36.67413,1799/1836/35,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-prepared-fused1-host-standard,scaled-poisson-2d-32,native-pcg/scipy-lu-reuse,0.440864,0.146320,3.01300,118/122/2,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-prepared-fused1-host-standard,scaled-poisson-3d-6,native-cg/scipy-lu-reuse,0.218823,0.040093,5.45784,253/260/5,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-prepared-fused1-host-standard,scaled-poisson-3d-10,native-cg/scipy-pcg,1.417507,0.764225,1.85483,387/396/7,37/38/unknown,unknown
   cpu-release-sparse-solvers-none-prepared-fused1-host-standard,scaled-poisson-3d-10,native-cg/scipy-lu-reuse,1.417507,0.245362,5.77720,387/396/7,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-prepared-fused1-host-standard,poisson-2d-16-neutral,native-cg/scipy-lu-reuse,0.057049,0.036902,1.54594,51/54/1,0/1/unknown,unknown
   cpu-release-sparse-solvers-none-prepared-fused1-host-standard,poisson-2d-16-neutral,native-pcg/scipy-lu-reuse,0.066589,0.036902,1.80446,51/54/1,0/1/unknown,unknown
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit,dense-2048,native/numpy-out,220.748359,177.791309,1.24162,68/137/0,68/137/0,same
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit,dense-2048,native/torch-eager-out,220.748359,184.737752,1.19493,68/137/0,68/137/0,same
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit,dense-2048,native/numpy-out,212.830680,179.777652,1.18386,68/137/0,68/137/0,same
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit,dense-2048,native/torch-eager-out,212.830680,183.683694,1.15868,68/137/0,68/137/0,same
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-1024,native/numpy-out,22.757705,22.545109,1.00943,69/139/0,69/139/0,same
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-2048,native/numpy-out,281.827204,186.009797,1.51512,68/137/0,68/137/0,same
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-2048,native/torch-eager-out,281.827204,244.897260,1.15080,68/137/0,68/137/0,same
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-1024,native/numpy-out,24.210890,23.464051,1.03183,69/139/0,69/139/0,same
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-2048,native/numpy-out,291.849515,176.697884,1.65169,68/137/0,68/137/0,same
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-2048,native/torch-eager-out,291.849515,241.590420,1.20803,68/137/0,68/137/0,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit,dense-1024,native/numpy-out,20.311607,20.091234,1.01097,69/139/0,69/139/0,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit,dense-2048,native/numpy-out,138.859858,118.452883,1.17228,68/137/0,68/137/0,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit,dense-2048,native/torch-eager-out,138.859858,132.826935,1.04542,68/137/0,68/137/0,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit,dense-1024,native/numpy-out,20.843526,20.175528,1.03311,69/139/0,69/139/0,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit,dense-2048,native/numpy-out,141.523616,126.947609,1.11482,68/137/0,68/137/0,same
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit,dense-2048,native/torch-eager-out,141.523616,129.820262,1.09015,68/137/0,68/137/0,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-1024,native/numpy-out,22.975393,22.550152,1.01886,69/139/0,69/139/0,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-2048,native/numpy-out,179.602010,124.485870,1.44275,68/137/0,68/137/0,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-2048,native/torch-eager-out,179.602010,166.166413,1.08086,68/137/0,68/137/0,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-1024,native/numpy-out,23.716005,21.913575,1.08225,69/139/0,69/139/0,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-2048,native/numpy-out,186.699366,126.632969,1.47433,68/137/0,68/137/0,same
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-2048,native/torch-eager-out,186.699366,171.460670,1.08888,68/137/0,68/137/0,same
   cpu-openmp-cpu-csr-f64-v1-none-prepared-fused0-host-explicit,poisson-128,native/torch-eager-out,37.508587,36.991538,1.01398,325/651/0,325/651/0,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit,dense-2048,native/numpy-out,205.294025,171.672435,1.19585,68/137/0,68/137/0,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit,dense-2048,native/torch-eager-out,205.294025,182.593021,1.12433,68/137/0,68/137/0,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit,dense-2048,native/numpy-out,205.291733,167.623239,1.22472,68/137/0,68/137/0,same
   cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit,dense-2048,native/torch-eager-out,205.291733,176.855918,1.16079,68/137/0,68/137/0,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-1024,native/numpy-out,23.980320,23.084946,1.03879,69/139/0,69/139/0,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-2048,native/numpy-out,251.192581,167.331394,1.50117,68/137/0,68/137/0,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-2048,native/torch-eager-out,251.192581,228.033074,1.10156,68/137/0,68/137/0,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit,dense-2048,native-blas/numpy-out,218.608018,167.331394,1.30644,68/137/0,68/137/0,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-1024,native/numpy-out,24.508141,23.734554,1.03259,69/139/0,69/139/0,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-2048,native/numpy-out,273.468731,162.080812,1.68724,68/137/0,68/137/0,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-2048,native/torch-eager-out,273.468731,221.617462,1.23397,68/137/0,68/137/0,same
   cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit,dense-2048,native-blas/numpy-out,202.901941,162.080812,1.25186,68/137/0,68/137/0,same

Complete per-configuration measurements
---------------------------------------

All 1,548 candidate rows follow. Forward/reverse ms are single-process medians;
the reported median and range summarize those two medians. TrueR/tol is the
largest independently measured residual-to-threshold ratio across both process outcomes.

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.042042,0.051391,0.046717,0.042042–0.051391,1.22240,49/51/0,49/51/0,0.607749
   dense-64,numpy-out,0.240072,0.237900,0.238986,0.237900–0.240072,0.99095,49/51/0,49/51/0,0.61272
   dense-64,torch-eager-out,0.414176,0.399929,0.407052,0.399929–0.414176,0.96560,49/51/0,49/51/0,0.635707
   dense-256,native,0.480451,0.451024,0.465738,0.451024–0.480451,0.93875,67/70/1,67/70/1,0.971216
   dense-256,numpy-out,0.675650,0.704204,0.689927,0.675650–0.704204,1.04226,67/70/1,67/70/1,0.969964
   dense-256,torch-eager-out,0.883778,0.917929,0.900854,0.883778–0.917929,1.03864,67/70/1,67/70/1,0.972357
   dense-1024,native,10.164416,9.101714,9.633065,9.101714–10.164416,0.89545,70/73/1,70/73/1,0.928014
   dense-1024,numpy-out,10.199874,9.658535,9.929205,9.658535–10.199874,0.94693,70/73/1,70/73/1,0.928014
   dense-1024,torch-eager-out,11.915261,10.702595,11.308927,10.702595–11.915261,0.89823,70/73/1,70/73/1,0.928014
   dense-2048,native,129.304374,107.872339,118.588357,107.872339–129.304374,0.83425,70/73/1,70/73/1,0.871762
   dense-2048,numpy-out,98.857035,93.339228,96.098132,93.339228–98.857035,0.94418,70/73/1,70/73/1,0.871762
   dense-2048,torch-eager-out,103.470585,96.886352,100.178468,96.886352–103.470585,0.93637,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.051488,0.053455,0.052471,0.051488–0.053455,1.03818,49/51/0,49/51/0,0.607749
   dense-64,numpy-out,0.256653,0.265984,0.261318,0.256653–0.265984,1.03636,49/51/0,49/51/0,0.61272
   dense-64,torch-eager-out,0.399806,0.425864,0.412835,0.399806–0.425864,1.06518,49/51/0,49/51/0,0.635707
   dense-256,native,0.499359,0.529795,0.514577,0.499359–0.529795,1.06095,67/70/1,67/70/1,0.971216
   dense-256,numpy-out,0.646805,0.884293,0.765549,0.646805–0.884293,1.36717,67/70/1,67/70/1,0.969964
   dense-256,torch-eager-out,0.899253,1.226476,1.062864,0.899253–1.226476,1.36388,67/70/1,67/70/1,0.972357
   dense-1024,native,10.297732,9.449076,9.873404,9.449076–10.297732,0.91759,70/73/1,70/73/1,0.928014
   dense-1024,numpy-out,11.239047,10.133664,10.686355,10.133664–11.239047,0.90165,70/73/1,70/73/1,0.928014
   dense-1024,torch-eager-out,12.638330,11.497200,12.067765,11.497200–12.638330,0.90971,70/73/1,70/73/1,0.928014
   dense-2048,native,160.947046,123.268728,142.107887,123.268728–160.947046,0.76590,70/73/1,70/73/1,0.871762
   dense-2048,numpy-out,118.130549,105.959305,112.044927,105.959305–118.130549,0.89697,70/73/1,70/73/1,0.871762
   dense-2048,torch-eager-out,125.354652,109.348776,117.351714,109.348776–125.354652,0.87232,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.039837,0.044827,0.042332,0.039837–0.044827,1.12527,49/51/0,49/51/0,0.607749
   dense-64,numpy-out,0.290721,0.310719,0.300720,0.290721–0.310719,1.06879,49/51/0,49/51/0,0.61272
   dense-64,torch-eager-out,0.489409,0.548724,0.519067,0.489409–0.548724,1.12120,49/51/0,49/51/0,0.635707
   dense-256,native,0.472610,0.502826,0.487718,0.472610–0.502826,1.06393,67/70/1,67/70/1,0.971216
   dense-256,numpy-out,0.768911,0.753502,0.761207,0.753502–0.768911,0.97996,67/70/1,67/70/1,0.969964
   dense-256,torch-eager-out,0.954792,1.056223,1.005507,0.954792–1.056223,1.10623,67/70/1,67/70/1,0.972357
   dense-1024,native,11.622953,13.117042,12.369997,11.622953–13.117042,1.12855,70/73/1,70/73/1,0.928014
   dense-1024,numpy-out,12.858482,12.668935,12.763708,12.668935–12.858482,0.98526,70/73/1,70/73/1,0.928014
   dense-1024,torch-eager-out,13.582341,14.714301,14.148321,13.582341–14.714301,1.08334,70/73/1,70/73/1,0.928014
   dense-2048,native,125.944733,151.005531,138.475132,125.944733–151.005531,1.19898,70/73/1,70/73/1,0.871762
   dense-2048,numpy-out,93.356235,87.972876,90.664556,87.972876–93.356235,0.94234,70/73/1,70/73/1,0.871762
   dense-2048,torch-eager-out,104.198953,122.644617,113.421785,104.198953–122.644617,1.17702,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.046035,0.043688,0.044862,0.043688–0.046035,0.94903,49/51/0,49/51/0,0.607749
   dense-64,numpy-out,0.290687,0.266733,0.278710,0.266733–0.290687,0.91759,49/51/0,49/51/0,0.61272
   dense-64,torch-eager-out,0.498188,0.458132,0.478160,0.458132–0.498188,0.91960,49/51/0,49/51/0,0.635707
   dense-256,native,0.525966,0.477165,0.501565,0.477165–0.525966,0.90722,67/70/1,67/70/1,0.971216
   dense-256,numpy-out,0.914776,0.686519,0.800648,0.686519–0.914776,0.75048,67/70/1,67/70/1,0.969964
   dense-256,torch-eager-out,1.142359,1.014901,1.078630,1.014901–1.142359,0.88843,67/70/1,67/70/1,0.972357
   dense-1024,native,11.956514,12.590690,12.273602,11.956514–12.590690,1.05304,70/73/1,70/73/1,0.928014
   dense-1024,numpy-out,13.205251,12.163403,12.684327,12.163403–13.205251,0.92110,70/73/1,70/73/1,0.928014
   dense-1024,torch-eager-out,14.001599,14.265955,14.133777,14.001599–14.265955,1.01888,70/73/1,70/73/1,0.928014
   dense-2048,native,110.933374,158.949820,134.941597,110.933374–158.949820,1.43284,70/73/1,70/73/1,0.871762
   dense-2048,numpy-out,104.025889,95.853183,99.939536,95.853183–104.025889,0.92144,70/73/1,70/73/1,0.871762
   dense-2048,torch-eager-out,101.765540,134.863699,118.314620,101.765540–134.863699,1.32524,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.014788,0.018214,0.016501,0.014788–0.018214,1.23164,5/7/0,5/7/0,0.0796191
   dense-64,numpy-out,0.041266,0.052284,0.046775,0.041266–0.052284,1.26701,5/7/0,5/7/0,0.0796191
   dense-64,torch-eager-out,0.070036,0.105834,0.087935,0.070036–0.105834,1.51116,5/7/0,5/7/0,0.0796191
   dense-256,native,0.064266,0.061747,0.063007,0.061747–0.064266,0.96081,4/6/0,4/6/0,0.209854
   dense-256,numpy-out,0.106849,0.082109,0.094479,0.082109–0.106849,0.76846,4/6/0,4/6/0,0.209854
   dense-256,torch-eager-out,0.177039,0.163768,0.170404,0.163768–0.177039,0.92503,4/6/0,4/6/0,0.209854
   dense-1024,native,0.930840,0.943727,0.937284,0.930840–0.943727,1.01384,4/6/0,4/6/0,0.013684
   dense-1024,numpy-out,1.034040,0.995771,1.014906,0.995771–1.034040,0.96299,4/6/0,4/6/0,0.013684
   dense-1024,torch-eager-out,1.206333,1.231712,1.219022,1.206333–1.231712,1.02104,4/6/0,4/6/0,0.013684
   dense-2048,native,9.000502,7.669079,8.334790,7.669079–9.000502,0.85207,3/5/0,3/5/0,0.836412
   dense-2048,numpy-out,7.527196,6.346555,6.936876,6.346555–7.527196,0.84315,3/5/0,3/5/0,0.836412
   dense-2048,torch-eager-out,7.082562,6.729018,6.905791,6.729018–7.082562,0.95008,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.025145,0.027469,0.026307,0.025145–0.027469,1.09245,5/7/0,5/7/0,0.0796191
   dense-64,numpy-out,0.067018,0.060069,0.063544,0.060069–0.067018,0.89631,5/7/0,5/7/0,0.0796191
   dense-64,torch-eager-out,0.129183,0.121844,0.125514,0.121844–0.129183,0.94319,5/7/0,5/7/0,0.0796191
   dense-256,native,0.055496,0.061199,0.058348,0.055496–0.061199,1.10276,4/6/0,4/6/0,0.209854
   dense-256,numpy-out,0.079061,0.095608,0.087334,0.079061–0.095608,1.20931,4/6/0,4/6/0,0.209854
   dense-256,torch-eager-out,0.146375,0.160874,0.153624,0.146375–0.160874,1.09905,4/6/0,4/6/0,0.209854
   dense-1024,native,0.964394,0.944508,0.954451,0.944508–0.964394,0.97938,4/6/0,4/6/0,0.013684
   dense-1024,numpy-out,1.101705,1.014166,1.057936,1.014166–1.101705,0.92054,4/6/0,4/6/0,0.013684
   dense-1024,torch-eager-out,1.362163,1.218393,1.290278,1.218393–1.362163,0.89445,4/6/0,4/6/0,0.013684
   dense-2048,native,9.127887,7.378279,8.253083,7.378279–9.127887,0.80832,3/5/0,3/5/0,0.836412
   dense-2048,numpy-out,6.078946,6.456638,6.267792,6.078946–6.456638,1.06213,3/5/0,3/5/0,0.836412
   dense-2048,torch-eager-out,7.508487,7.120622,7.314555,7.120622–7.508487,0.94834,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.007623,0.008434,0.008029,0.007623–0.008434,1.10645,5/7/0,5/7/0,0.0796191
   dense-64,numpy-out,0.031535,0.033780,0.032657,0.031535–0.033780,1.07122,5/7/0,5/7/0,0.0796191
   dense-64,torch-eager-out,0.049126,0.066850,0.057988,0.049126–0.066850,1.36078,5/7/0,5/7/0,0.0796191
   dense-256,native,0.062302,0.039245,0.050773,0.039245–0.062302,0.62990,4/6/0,4/6/0,0.209854
   dense-256,numpy-out,0.113279,0.052251,0.082765,0.052251–0.113279,0.46126,4/6/0,4/6/0,0.209854
   dense-256,torch-eager-out,0.154772,0.071721,0.113246,0.071721–0.154772,0.46339,4/6/0,4/6/0,0.209854
   dense-1024,native,1.356553,1.673633,1.515092,1.356553–1.673633,1.23374,4/6/0,4/6/0,0.013684
   dense-1024,numpy-out,1.395158,1.529409,1.462283,1.395158–1.529409,1.09623,4/6/0,4/6/0,0.013684
   dense-1024,torch-eager-out,1.552245,1.796318,1.674281,1.552245–1.796318,1.15724,4/6/0,4/6/0,0.013684
   dense-2048,native,9.869562,10.754231,10.311896,9.869562–10.754231,1.08964,3/5/0,3/5/0,0.836412
   dense-2048,numpy-out,8.073026,6.368714,7.220870,6.368714–8.073026,0.78889,3/5/0,3/5/0,0.836412
   dense-2048,torch-eager-out,9.024957,8.855222,8.940090,8.855222–9.024957,0.98119,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.008440,0.009772,0.009106,0.008440–0.009772,1.15788,5/7/0,5/7/0,0.0796191
   dense-64,numpy-out,0.032049,0.051934,0.041991,0.032049–0.051934,1.62044,5/7/0,5/7/0,0.0796191
   dense-64,torch-eager-out,0.051867,0.094785,0.073326,0.051867–0.094785,1.82749,5/7/0,5/7/0,0.0796191
   dense-256,native,0.052969,0.051977,0.052473,0.051977–0.052969,0.98126,4/6/0,4/6/0,0.209854
   dense-256,numpy-out,0.084215,0.064677,0.074446,0.064677–0.084215,0.76800,4/6/0,4/6/0,0.209854
   dense-256,torch-eager-out,0.139233,0.094829,0.117031,0.094829–0.139233,0.68109,4/6/0,4/6/0,0.209854
   dense-1024,native,1.481245,1.907518,1.694382,1.481245–1.907518,1.28778,4/6/0,4/6/0,0.013684
   dense-1024,numpy-out,1.519797,1.547738,1.533767,1.519797–1.547738,1.01838,4/6/0,4/6/0,0.013684
   dense-1024,torch-eager-out,1.838465,2.091711,1.965088,1.838465–2.091711,1.13775,4/6/0,4/6/0,0.013684
   dense-2048,native,12.971573,11.155848,12.063710,11.155848–12.971573,0.86002,3/5/0,3/5/0,0.836412
   dense-2048,numpy-out,7.261483,6.850140,7.055812,6.850140–7.261483,0.94335,3/5/0,3/5/0,0.836412
   dense-2048,torch-eager-out,8.826097,9.176562,9.001329,8.826097–9.176562,1.03971,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.031871,0.021333,0.026602,0.021333–0.031871,0.66935,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.229409,0.191270,0.210340,0.191270–0.229409,0.83375,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.317082,0.260898,0.288990,0.260898–0.317082,0.82281,26/28/0,26/28/0,0.579621
   poisson-32,native,0.440489,0.446593,0.443541,0.440489–0.446593,1.01386,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.616805,1.747361,1.682083,1.616805–1.747361,1.08075,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.713000,1.787205,1.750103,1.713000–1.787205,1.04332,118/122/2,118/122/2,0.840189
   poisson-64,native,2.299392,2.560213,2.429802,2.299392–2.560213,1.11343,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,5.633023,6.247995,5.940509,5.633023–6.247995,1.10917,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,4.843758,5.481753,5.162756,4.843758–5.481753,1.13171,201/207/4,201/207/4,0.907427
   poisson-128,native,26.601875,31.203138,28.902506,26.601875–31.203138,1.17297,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,51.332512,60.643647,55.988079,51.332512–60.643647,1.18139,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,39.256869,44.079685,41.668277,39.256869–44.079685,1.12285,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.025451,0.029089,0.027270,0.025451–0.029089,1.14296,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.176896,0.211620,0.194258,0.176896–0.211620,1.19630,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.228000,0.293880,0.260940,0.228000–0.293880,1.28894,26/28/0,26/28/0,0.579621
   poisson-32,native,0.449923,0.510583,0.480253,0.449923–0.510583,1.13482,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.372335,1.534296,1.453315,1.372335–1.534296,1.11802,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.357682,1.718571,1.538127,1.357682–1.718571,1.26581,118/122/2,118/122/2,0.840189
   poisson-64,native,2.712429,2.965480,2.838954,2.712429–2.965480,1.09329,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,4.948282,5.812907,5.380594,4.948282–5.812907,1.17473,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,4.244886,5.122977,4.683931,4.244886–5.122977,1.20686,201/207/4,201/207/4,0.907427
   poisson-128,native,36.630992,37.167636,36.899313,36.630992–37.167636,1.01465,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,54.520058,56.186492,55.353275,54.520058–56.186492,1.03057,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,40.153928,41.697735,40.925832,40.153928–41.697735,1.03845,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.013849,0.013518,0.013683,0.013518–0.013849,0.97606,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.194431,0.191082,0.192756,0.191082–0.194431,0.98278,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.244871,0.269095,0.256983,0.244871–0.269095,1.09893,26/28/0,26/28/0,0.579621
   poisson-32,native,0.366952,0.385020,0.375986,0.366952–0.385020,1.04924,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.618348,1.614594,1.616471,1.614594–1.618348,0.99768,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.630098,1.616294,1.623196,1.616294–1.630098,0.99153,118/122/2,118/122/2,0.840189
   poisson-64,native,2.332558,2.288721,2.310639,2.288721–2.332558,0.98121,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,5.186020,5.612672,5.399346,5.186020–5.612672,1.08227,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,4.541574,5.185937,4.863755,4.541574–5.185937,1.14188,201/207/4,201/207/4,0.907427
   poisson-128,native,28.316420,27.603905,27.960163,27.603905–28.316420,0.97484,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,57.283204,55.636119,56.459662,55.636119–57.283204,0.97125,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,39.501411,40.837140,40.169276,39.501411–40.837140,1.03381,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.014404,0.013977,0.014190,0.013977–0.014404,0.97036,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.219375,0.183497,0.201435,0.183497–0.219375,0.83645,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.285718,0.332267,0.308992,0.285718–0.332267,1.16292,26/28/0,26/28/0,0.579621
   poisson-32,native,0.482189,0.496997,0.489593,0.482189–0.496997,1.03071,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.698614,1.607366,1.652990,1.607366–1.698614,0.94628,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.754672,1.664168,1.709420,1.664168–1.754672,0.94842,118/122/2,118/122/2,0.840189
   poisson-64,native,3.232619,3.325260,3.278939,3.232619–3.325260,1.02866,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,6.067937,5.852534,5.960236,5.852534–6.067937,0.96450,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,5.442797,5.325077,5.383937,5.325077–5.442797,0.97837,201/207/4,201/207/4,0.907427
   poisson-128,native,38.668094,34.542443,36.605269,34.542443–38.668094,0.89331,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,61.890016,53.289668,57.589842,53.289668–61.890016,0.86104,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,43.463581,40.949259,42.206421,40.949259–43.463581,0.94215,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.031088,0.035380,0.033234,0.031088–0.035380,1.13806,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.243182,0.287440,0.265311,0.243182–0.287440,1.18199,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.356943,0.412011,0.384477,0.356943–0.412011,1.15428,26/28/0,26/28/0,0.579621
   poisson-32,native,0.461438,0.531527,0.496482,0.461438–0.531527,1.15189,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.695724,2.010363,1.853044,1.695724–2.010363,1.18555,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.864926,2.164917,2.014921,1.864926–2.164917,1.16086,118/122/2,118/122/2,0.840189
   poisson-64,native,3.029975,2.789119,2.909547,2.789119–3.029975,0.92051,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,7.400319,6.233682,6.817000,6.233682–7.400319,0.84235,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,6.478155,5.983615,6.230886,5.983615–6.478155,0.92366,201/207/4,201/207/4,0.907427
   poisson-128,native,31.827206,32.274634,32.050920,31.827206–32.274634,1.01406,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,61.124602,63.018026,62.071314,61.124602–63.018026,1.03098,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,47.410352,48.552697,47.981524,47.410352–48.552697,1.02409,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.027803,0.033178,0.030491,0.027803–0.033178,1.19330,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.221638,0.239010,0.230324,0.221638–0.239010,1.07838,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.345060,0.367364,0.356212,0.345060–0.367364,1.06464,26/28/0,26/28/0,0.579621
   poisson-32,native,0.518365,0.601826,0.560095,0.518365–0.601826,1.16101,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.576717,1.787078,1.681897,1.576717–1.787078,1.13342,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.631835,2.054653,1.843244,1.631835–2.054653,1.25911,118/122/2,118/122/2,0.840189
   poisson-64,native,3.422883,3.590146,3.506514,3.422883–3.590146,1.04887,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,5.602214,6.450267,6.026241,5.602214–6.450267,1.15138,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,5.276373,5.785624,5.530998,5.276373–5.785624,1.09652,201/207/4,201/207/4,0.907427
   poisson-128,native,42.787598,43.882900,43.335249,42.787598–43.882900,1.02560,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,61.642609,62.636544,62.139576,61.642609–62.636544,1.01612,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,46.456491,49.362879,47.909686,46.456491–49.362879,1.06256,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.012495,0.023141,0.017819,0.012495–0.023141,1.85199,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.193285,0.246199,0.219742,0.193285–0.246199,1.27376,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.268411,0.338045,0.303228,0.268411–0.338045,1.25943,26/28/0,26/28/0,0.579621
   poisson-32,native,0.424665,0.452130,0.438397,0.424665–0.452130,1.06467,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.576444,1.795003,1.685723,1.576444–1.795003,1.13864,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.707086,2.006509,1.856798,1.707086–2.006509,1.17540,118/122/2,118/122/2,0.840189
   poisson-64,native,2.696801,2.864968,2.780884,2.696801–2.864968,1.06236,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,5.769901,6.482422,6.126162,5.769901–6.482422,1.12349,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,5.473414,6.438897,5.956155,5.473414–6.438897,1.17640,201/207/4,201/207/4,0.907427
   poisson-128,native,35.322666,34.903525,35.113096,34.903525–35.322666,0.98813,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,63.728974,62.301761,63.015368,62.301761–63.728974,0.97760,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,49.091096,49.440229,49.265663,49.091096–49.440229,1.00711,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.021358,0.018082,0.019720,0.018082–0.021358,0.84663,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.266699,0.230255,0.248477,0.230255–0.266699,0.86335,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.396689,0.316368,0.356528,0.316368–0.396689,0.79752,26/28/0,26/28/0,0.579621
   poisson-32,native,0.576849,0.511960,0.544404,0.511960–0.576849,0.88751,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.903189,1.629072,1.766131,1.629072–1.903189,0.85597,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.961772,1.773869,1.867821,1.773869–1.961772,0.90422,118/122/2,118/122/2,0.840189
   poisson-64,native,3.646832,3.266466,3.456649,3.266466–3.646832,0.89570,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,7.312289,5.771456,6.541872,5.771456–7.312289,0.78928,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,6.596646,5.750839,6.173743,5.750839–6.596646,0.87178,201/207/4,201/207/4,0.907427
   poisson-128,native,43.479674,44.708432,44.094053,43.479674–44.708432,1.02826,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,64.797979,64.545672,64.671826,64.545672–64.797979,0.99611,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,48.550772,50.543152,49.546962,48.550772–50.543152,1.04104,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.065118,0.061072,0.063095,0.061072–0.065118,0.93785,49/51/0,49/51/0,0.607749
   dense-64,numpy-out,0.212755,0.197722,0.205239,0.197722–0.212755,0.92934,49/51/0,49/51/0,0.61272
   dense-64,torch-eager-out,0.322556,0.301318,0.311937,0.301318–0.322556,0.93416,49/51/0,49/51/0,0.635707
   dense-256,native,0.348325,0.330579,0.339452,0.330579–0.348325,0.94905,67/70/1,67/70/1,0.993806
   dense-256,numpy-out,0.628718,0.607151,0.617935,0.607151–0.628718,0.96570,67/70/1,67/70/1,0.969964
   dense-256,torch-eager-out,0.785703,0.748074,0.766889,0.748074–0.785703,0.95211,67/70/1,67/70/1,0.972357
   dense-1024,native,10.653280,9.878929,10.266105,9.878929–10.653280,0.92731,70/73/1,70/73/1,0.928014
   dense-1024,numpy-out,12.091913,10.287214,11.189564,10.287214–12.091913,0.85075,70/73/1,70/73/1,0.928014
   dense-1024,torch-eager-out,15.964161,11.481675,13.722918,11.481675–15.964161,0.71922,70/73/1,70/73/1,0.928014
   dense-2048,native,77.355496,72.941265,75.148380,72.941265–77.355496,0.94294,70/73/1,70/73/1,0.871762
   dense-2048,numpy-out,62.671601,69.263644,65.967623,62.671601–69.263644,1.10518,70/73/1,70/73/1,0.871762
   dense-2048,torch-eager-out,66.797571,68.020499,67.409035,66.797571–68.020499,1.01831,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.083082,0.149986,0.116534,0.083082–0.149986,1.80528,49/51/0,49/51/0,0.607749
   dense-64,numpy-out,0.190599,0.353869,0.272234,0.190599–0.353869,1.85662,49/51/0,49/51/0,0.61272
   dense-64,torch-eager-out,0.284835,0.542995,0.413915,0.284835–0.542995,1.90635,49/51/0,49/51/0,0.635707
   dense-256,native,0.387273,0.438877,0.413075,0.387273–0.438877,1.13325,67/70/1,67/70/1,0.971216
   dense-256,numpy-out,0.632659,0.507797,0.570228,0.507797–0.632659,0.80264,67/70/1,67/70/1,0.969964
   dense-256,torch-eager-out,0.844494,0.782814,0.813654,0.782814–0.844494,0.92696,67/70/1,67/70/1,0.972357
   dense-1024,native,14.093803,14.479444,14.286623,14.093803–14.479444,1.02736,70/73/1,70/73/1,0.928014
   dense-1024,numpy-out,11.297049,12.498774,11.897912,11.297049–12.498774,1.10638,70/73/1,70/73/1,0.928014
   dense-1024,torch-eager-out,16.849991,17.164399,17.007195,16.849991–17.164399,1.01866,70/73/1,70/73/1,0.928014
   dense-2048,native,98.013868,81.730339,89.872103,81.730339–98.013868,0.83387,70/73/1,70/73/1,0.871762
   dense-2048,numpy-out,76.399649,70.560057,73.479853,70.560057–76.399649,0.92357,70/73/1,70/73/1,0.871762
   dense-2048,torch-eager-out,91.552282,77.508507,84.530394,77.508507–91.552282,0.84660,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.063662,0.053000,0.058331,0.053000–0.063662,0.83252,49/51/0,49/51/0,0.607749
   dense-64,numpy-out,0.216528,0.200747,0.208638,0.200747–0.216528,0.92712,49/51/0,49/51/0,0.61272
   dense-64,torch-eager-out,0.352818,0.284973,0.318896,0.284973–0.352818,0.80771,49/51/0,49/51/0,0.635707
   dense-256,native,0.341975,0.355901,0.348938,0.341975–0.355901,1.04072,67/70/1,67/70/1,0.993806
   dense-256,numpy-out,0.545014,0.561560,0.553287,0.545014–0.561560,1.03036,67/70/1,67/70/1,0.969964
   dense-256,torch-eager-out,0.715966,0.723168,0.719567,0.715966–0.723168,1.01006,67/70/1,67/70/1,0.972357
   dense-1024,native,13.386845,12.512398,12.949621,12.512398–13.386845,0.93468,70/73/1,70/73/1,0.928014
   dense-1024,numpy-out,14.221844,12.897692,13.559768,12.897692–14.221844,0.90689,70/73/1,70/73/1,0.928014
   dense-1024,torch-eager-out,15.802729,14.285600,15.044164,14.285600–15.802729,0.90400,70/73/1,70/73/1,0.928014
   dense-2048,native,89.425431,107.506102,98.465767,89.425431–107.506102,1.20219,70/73/1,70/73/1,0.871762
   dense-2048,numpy-out,72.284600,71.718662,72.001631,71.718662–72.284600,0.99217,70/73/1,70/73/1,0.871762
   dense-2048,torch-eager-out,89.125669,96.802603,92.964135,89.125669–96.802603,1.08614,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.092463,0.076744,0.084603,0.076744–0.092463,0.83000,49/51/0,49/51/0,0.607749
   dense-64,numpy-out,0.247906,0.191110,0.219508,0.191110–0.247906,0.77090,49/51/0,49/51/0,0.61272
   dense-64,torch-eager-out,0.373443,0.298687,0.336065,0.298687–0.373443,0.79982,49/51/0,49/51/0,0.635707
   dense-256,native,0.425837,0.416687,0.421262,0.416687–0.425837,0.97851,67/70/1,67/70/1,0.971216
   dense-256,numpy-out,0.726081,0.858204,0.792142,0.726081–0.858204,1.18197,67/70/1,67/70/1,0.969964
   dense-256,torch-eager-out,0.892516,1.002409,0.947462,0.892516–1.002409,1.12313,67/70/1,67/70/1,0.972357
   dense-1024,native,15.091962,13.300812,14.196387,13.300812–15.091962,0.88132,70/73/1,70/73/1,0.928014
   dense-1024,numpy-out,13.421449,13.441722,13.431586,13.421449–13.441722,1.00151,70/73/1,70/73/1,0.928014
   dense-1024,torch-eager-out,19.357654,14.348959,16.853306,14.348959–19.357654,0.74126,70/73/1,70/73/1,0.928014
   dense-2048,native,84.067048,86.124076,85.095562,84.067048–86.124076,1.02447,70/73/1,70/73/1,0.871762
   dense-2048,numpy-out,71.891871,57.193961,64.542916,57.193961–71.891871,0.79556,70/73/1,70/73/1,0.871762
   dense-2048,torch-eager-out,83.798396,79.062867,81.430632,79.062867–83.798396,0.94349,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.019507,0.018941,0.019224,0.018941–0.019507,0.97098,5/7/0,5/7/0,0.0796191
   dense-64,numpy-out,0.041964,0.040109,0.041036,0.040109–0.041964,0.95582,5/7/0,5/7/0,0.0796191
   dense-64,torch-eager-out,0.071847,0.068420,0.070134,0.068420–0.071847,0.95231,5/7/0,5/7/0,0.0796191
   dense-256,native,0.058183,0.654885,0.356534,0.058183–0.654885,11.25551,4/6/0,4/6/0,0.209854
   dense-256,numpy-out,0.094093,0.163256,0.128675,0.094093–0.163256,1.73504,4/6/0,4/6/0,0.209854
   dense-256,torch-eager-out,0.143640,0.752301,0.447971,0.143640–0.752301,5.23741,4/6/0,4/6/0,0.209854
   dense-1024,native,0.600295,0.923859,0.762077,0.600295–0.923859,1.53901,4/6/0,4/6/0,0.013684
   dense-1024,numpy-out,2.151398,0.973448,1.562423,0.973448–2.151398,0.45247,4/6/0,4/6/0,0.013684
   dense-1024,torch-eager-out,0.887486,1.091255,0.989371,0.887486–1.091255,1.22960,4/6/0,4/6/0,0.013684
   dense-2048,native,11.041360,7.712146,9.376753,7.712146–11.041360,0.69848,3/5/0,3/5/0,0.836412
   dense-2048,numpy-out,8.124178,5.236508,6.680343,5.236508–8.124178,0.64456,3/5/0,3/5/0,0.836412
   dense-2048,torch-eager-out,12.902162,7.625003,10.263582,7.625003–12.902162,0.59099,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.024474,0.024078,0.024276,0.024078–0.024474,0.98382,5/7/0,5/7/0,0.0796191
   dense-64,numpy-out,0.044460,0.041927,0.043194,0.041927–0.044460,0.94303,5/7/0,5/7/0,0.0796191
   dense-64,torch-eager-out,0.074584,0.073756,0.074170,0.073756–0.074584,0.98889,5/7/0,5/7/0,0.0796191
   dense-256,native,0.056453,0.045241,0.050847,0.045241–0.056453,0.80139,4/6/0,4/6/0,0.209854
   dense-256,numpy-out,0.088272,0.084177,0.086224,0.084177–0.088272,0.95360,4/6/0,4/6/0,0.209854
   dense-256,torch-eager-out,0.136444,0.130961,0.133702,0.130961–0.136444,0.95981,4/6/0,4/6/0,0.209854
   dense-1024,native,0.638065,0.565876,0.601970,0.565876–0.638065,0.88686,4/6/0,4/6/0,0.013684
   dense-1024,numpy-out,1.809114,2.073077,1.941095,1.809114–2.073077,1.14591,4/6/0,4/6/0,0.013684
   dense-1024,torch-eager-out,0.950419,0.887305,0.918862,0.887305–0.950419,0.93359,4/6/0,4/6/0,0.013684
   dense-2048,native,9.675095,7.579272,8.627184,7.579272–9.675095,0.78338,3/5/0,3/5/0,0.836412
   dense-2048,numpy-out,8.824330,6.641267,7.732798,6.641267–8.824330,0.75261,3/5/0,3/5/0,0.836412
   dense-2048,torch-eager-out,11.084858,7.680822,9.382841,7.680822–11.084858,0.69291,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.013201,0.012908,0.013054,0.012908–0.013201,0.97777,5/7/0,5/7/0,0.0796191
   dense-64,numpy-out,0.032443,0.032413,0.032428,0.032413–0.032443,0.99909,5/7/0,5/7/0,0.0796191
   dense-64,torch-eager-out,0.055272,0.054213,0.054742,0.054213–0.055272,0.98086,5/7/0,5/7/0,0.0796191
   dense-256,native,0.044707,0.036771,0.040739,0.036771–0.044707,0.82248,4/6/0,4/6/0,0.209854
   dense-256,numpy-out,0.075810,0.054335,0.065073,0.054335–0.075810,0.71673,4/6/0,4/6/0,0.209854
   dense-256,torch-eager-out,0.107923,0.071289,0.089606,0.071289–0.107923,0.66055,4/6/0,4/6/0,0.209854
   dense-1024,native,1.391698,1.629409,1.510553,1.391698–1.629409,1.17081,4/6/0,4/6/0,0.013684
   dense-1024,numpy-out,2.153242,1.291100,1.722171,1.291100–2.153242,0.59961,4/6/0,4/6/0,0.013684
   dense-1024,torch-eager-out,2.730889,1.600640,2.165765,1.600640–2.730889,0.58612,4/6/0,4/6/0,0.013684
   dense-2048,native,13.534679,10.428379,11.981528,10.428379–13.534679,0.77049,3/5/0,3/5/0,0.836412
   dense-2048,numpy-out,12.174665,7.025744,9.600205,7.025744–12.174665,0.57708,3/5/0,3/5/0,0.836412
   dense-2048,torch-eager-out,15.051042,8.823814,11.937428,8.823814–15.051042,0.58626,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.014805,0.015130,0.014967,0.014805–0.015130,1.02192,5/7/0,5/7/0,0.0796191
   dense-64,numpy-out,0.029285,0.030294,0.029790,0.029285–0.030294,1.03444,5/7/0,5/7/0,0.0796191
   dense-64,torch-eager-out,0.046651,0.047774,0.047212,0.046651–0.047774,1.02405,5/7/0,5/7/0,0.0796191
   dense-256,native,0.035788,0.035820,0.035804,0.035788–0.035820,1.00089,4/6/0,4/6/0,0.209854
   dense-256,numpy-out,0.065765,0.058417,0.062091,0.058417–0.065765,0.88828,4/6/0,4/6/0,0.209854
   dense-256,torch-eager-out,0.086708,0.071508,0.079108,0.071508–0.086708,0.82469,4/6/0,4/6/0,0.209854
   dense-1024,native,1.158195,1.726882,1.442538,1.158195–1.726882,1.49101,4/6/0,4/6/0,0.013684
   dense-1024,numpy-out,1.637968,1.407477,1.522723,1.407477–1.637968,0.85928,4/6/0,4/6/0,0.013684
   dense-1024,torch-eager-out,1.398050,1.776625,1.587338,1.398050–1.776625,1.27079,4/6/0,4/6/0,0.013684
   dense-2048,native,10.734421,12.319081,11.526751,10.734421–12.319081,1.14762,3/5/0,3/5/0,0.836412
   dense-2048,numpy-out,8.081654,7.623151,7.852403,7.623151–8.081654,0.94327,3/5/0,3/5/0,0.836412
   dense-2048,torch-eager-out,8.334122,9.840003,9.087063,8.334122–9.840003,1.18069,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.041316,0.029912,0.035614,0.029912–0.041316,0.72397,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.218425,0.147822,0.183124,0.147822–0.218425,0.67676,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.310314,0.217961,0.264137,0.217961–0.310314,0.70239,26/28/0,26/28/0,0.579621
   poisson-32,native,0.497779,0.592323,0.545051,0.497779–0.592323,1.18993,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.494228,1.160658,1.327443,1.160658–1.494228,0.77676,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.423922,1.267337,1.345630,1.267337–1.423922,0.89003,118/122/2,118/122/2,0.840189
   poisson-64,native,2.361214,2.377178,2.369196,2.361214–2.377178,1.00676,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,5.201628,4.097287,4.649457,4.097287–5.201628,0.78769,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,4.378582,3.684352,4.031467,3.684352–4.378582,0.84145,201/207/4,201/207/4,0.907427
   poisson-128,native,35.136682,35.390229,35.263456,35.136682–35.390229,1.00722,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,60.020209,63.385089,61.702649,60.020209–63.385089,1.05606,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,37.574818,40.484437,39.029627,37.574818–40.484437,1.07744,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.068317,0.062086,0.065201,0.062086–0.068317,0.90879,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.235587,0.221821,0.228704,0.221821–0.235587,0.94157,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.337468,0.312248,0.324858,0.312248–0.337468,0.92527,26/28/0,26/28/0,0.579621
   poisson-32,native,0.745983,0.806215,0.776099,0.745983–0.806215,1.08074,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.746311,1.715153,1.730732,1.715153–1.746311,0.98216,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.755145,1.742765,1.748954,1.742765–1.755145,0.99295,118/122/2,118/122/2,0.840189
   poisson-64,native,3.381817,3.290828,3.336323,3.290828–3.381817,0.97309,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,6.191736,6.009927,6.100831,6.009927–6.191736,0.97064,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,5.435448,5.062534,5.248991,5.062534–5.435448,0.93139,201/207/4,201/207/4,0.907427
   poisson-128,native,44.689079,35.475184,40.082132,35.475184–44.689079,0.79382,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,83.924302,72.853578,78.388940,72.853578–83.924302,0.86809,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,52.670189,41.859197,47.264693,41.859197–52.670189,0.79474,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.023560,0.031370,0.027465,0.023560–0.031370,1.33147,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.148369,0.211906,0.180138,0.148369–0.211906,1.42824,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.217687,0.296834,0.257261,0.217687–0.296834,1.36358,26/28/0,26/28/0,0.579621
   poisson-32,native,0.435385,0.463230,0.449308,0.435385–0.463230,1.06395,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.173388,1.385987,1.279688,1.173388–1.385987,1.18118,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.227880,1.397877,1.312879,1.227880–1.397877,1.13845,118/122/2,118/122/2,0.840189
   poisson-64,native,2.779656,2.448133,2.613894,2.448133–2.779656,0.88073,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,4.712214,5.677868,5.195041,4.712214–5.677868,1.20493,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,4.192302,4.940224,4.566263,4.192302–4.940224,1.17840,201/207/4,201/207/4,0.907427
   poisson-128,native,35.512594,30.658029,33.085311,30.658029–35.512594,0.86330,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,80.389177,71.046376,75.717776,71.046376–80.389177,0.88378,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,49.794169,46.170793,47.982481,46.170793–49.794169,0.92723,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.044290,0.049455,0.046872,0.044290–0.049455,1.11662,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.191856,0.197958,0.194907,0.191856–0.197958,1.03180,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.267942,0.258943,0.263443,0.258943–0.267942,0.96641,26/28/0,26/28/0,0.579621
   poisson-32,native,0.672226,0.700132,0.686179,0.672226–0.700132,1.04151,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.469928,1.576434,1.523181,1.469928–1.576434,1.07246,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.468215,1.685547,1.576881,1.468215–1.685547,1.14802,118/122/2,118/122/2,0.840189
   poisson-64,native,3.157139,3.010328,3.083734,3.010328–3.157139,0.95350,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,5.289020,5.320510,5.304765,5.289020–5.320510,1.00595,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,4.556838,4.522960,4.539899,4.522960–4.556838,0.99257,201/207/4,201/207/4,0.907427
   poisson-128,native,38.371007,35.992477,37.181742,35.992477–38.371007,0.93801,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,71.531558,66.790138,69.160848,66.790138–71.531558,0.93372,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,40.270799,41.354943,40.812871,40.270799–41.354943,1.02692,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.040844,0.040235,0.040539,0.040235–0.040844,0.98509,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.220495,0.182654,0.201574,0.182654–0.220495,0.82839,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.335720,0.268749,0.302234,0.268749–0.335720,0.80051,26/28/0,26/28/0,0.579621
   poisson-32,native,0.571348,0.516239,0.543793,0.516239–0.571348,0.90355,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.686878,1.278064,1.482471,1.278064–1.686878,0.75765,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.839819,1.441993,1.640905,1.441993–1.839819,0.78377,118/122/2,118/122/2,0.840189
   poisson-64,native,3.044243,2.737413,2.890828,2.737413–3.044243,0.89921,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,6.059470,4.743365,5.401417,4.743365–6.059470,0.78280,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,6.178381,4.970459,5.574420,4.970459–6.178381,0.80449,201/207/4,201/207/4,0.907427
   poisson-128,native,36.647467,33.688196,35.167831,33.688196–36.647467,0.91925,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,85.071947,81.775348,83.423648,81.775348–85.071947,0.96125,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,54.988901,47.285028,51.136964,47.285028–54.988901,0.85990,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.079436,0.072831,0.076133,0.072831–0.079436,0.91685,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.262977,0.266624,0.264800,0.262977–0.266624,1.01387,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.457193,0.408010,0.432601,0.408010–0.457193,0.89242,26/28/0,26/28/0,0.579621
   poisson-32,native,0.823956,0.879211,0.851583,0.823956–0.879211,1.06706,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.715057,1.836024,1.775541,1.715057–1.836024,1.07053,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.865071,2.030029,1.947550,1.865071–2.030029,1.08845,118/122/2,118/122/2,0.840189
   poisson-64,native,3.962962,3.734192,3.848577,3.734192–3.962962,0.94227,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,5.990952,5.774729,5.882840,5.774729–5.990952,0.96391,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,5.831005,5.542179,5.686592,5.542179–5.831005,0.95047,201/207/4,201/207/4,0.907427
   poisson-128,native,47.644652,39.432088,43.538370,39.432088–47.644652,0.82763,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,82.517524,79.376525,80.947025,79.376525–82.517524,0.96194,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,49.194164,46.785250,47.989707,46.785250–49.194164,0.95103,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.032664,0.030293,0.031478,0.030293–0.032664,0.92741,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.178596,0.211229,0.194913,0.178596–0.211229,1.18272,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.291312,0.328406,0.309858,0.291312–0.328406,1.12733,26/28/0,26/28/0,0.579621
   poisson-32,native,0.489810,0.572708,0.531259,0.489810–0.572708,1.16924,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.296391,1.726076,1.511233,1.296391–1.726076,1.33145,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,1.470618,1.853272,1.661945,1.470618–1.853272,1.26020,118/122/2,118/122/2,0.840189
   poisson-64,native,2.839299,2.849884,2.844592,2.839299–2.849884,1.00373,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,4.964758,6.545261,5.755009,4.964758–6.545261,1.31834,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,5.063765,5.961767,5.512766,5.063765–5.961767,1.17734,201/207/4,201/207/4,0.907427
   poisson-128,native,34.138624,31.990070,33.064347,31.990070–34.138624,0.93706,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,71.434898,74.703031,73.068965,71.434898–74.703031,1.04575,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,41.378858,44.456725,42.917792,41.378858–44.456725,1.07438,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.059388,0.073602,0.066494,0.059388–0.073602,1.23934,26/28/0,26/28/0,0.579621
   poisson-8,scipy-out,0.223985,0.305271,0.264628,0.223985–0.305271,1.36291,26/28/0,26/28/0,0.579621
   poisson-8,torch-eager-out,0.331560,0.471430,0.401495,0.331560–0.471430,1.42185,26/28/0,26/28/0,0.579621
   poisson-32,native,0.927856,0.897625,0.912740,0.897625–0.927856,0.96742,118/122/2,118/122/2,0.840189
   poisson-32,scipy-out,1.978459,1.988294,1.983377,1.978459–1.988294,1.00497,118/122/2,118/122/2,0.840189
   poisson-32,torch-eager-out,2.359587,2.112452,2.236020,2.112452–2.359587,0.89526,118/122/2,118/122/2,0.840189
   poisson-64,native,4.320277,4.098594,4.209435,4.098594–4.320277,0.94869,201/207/4,201/207/4,0.907427
   poisson-64,scipy-out,7.229661,6.728774,6.979217,6.728774–7.229661,0.93072,201/207/4,201/207/4,0.907427
   poisson-64,torch-eager-out,6.944312,6.653569,6.798940,6.653569–6.944312,0.95813,201/207/4,201/207/4,0.907427
   poisson-128,native,45.513523,41.114100,43.313811,41.114100–45.513523,0.90334,627/641/12,627/641/12,0.989568
   poisson-128,scipy-out,78.160770,79.228008,78.694389,78.160770–79.228008,1.01365,627/641/12,627/641/12,0.989568
   poisson-128,torch-eager-out,56.558819,48.236694,52.397756,48.236694–56.558819,0.85286,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.047845,0.035664,0.041754,0.035664–0.047845,0.74539,49/51/0,49/51/0,0.607749
   dense-64,native-blas,0.049765,0.030783,0.040273,0.030783–0.049765,0.61856,49/51/0,49/51/0,0.612054
   dense-64,numpy-out,0.289327,0.206425,0.247876,0.206425–0.289327,0.71346,49/51/0,49/51/0,0.61272
   dense-64,torch-eager-out,0.468644,0.314779,0.391711,0.314779–0.468644,0.67168,49/51/0,49/51/0,0.635707
   dense-256,native,0.528804,0.477581,0.503193,0.477581–0.528804,0.90313,67/70/1,67/70/1,0.971216
   dense-256,native-blas,0.389044,0.342861,0.365953,0.342861–0.389044,0.88129,67/70/1,67/70/1,0.979189
   dense-256,numpy-out,0.781128,0.687342,0.734235,0.687342–0.781128,0.87993,67/70/1,67/70/1,0.969964
   dense-256,torch-eager-out,1.157508,1.006430,1.081969,1.006430–1.157508,0.86948,67/70/1,67/70/1,0.972357
   dense-1024,native,11.417768,9.387497,10.402632,9.387497–11.417768,0.82218,70/73/1,70/73/1,0.928014
   dense-1024,native-blas,9.867431,8.487809,9.177620,8.487809–9.867431,0.86018,70/73/1,70/73/1,0.928014
   dense-1024,numpy-out,11.757089,10.167837,10.962463,10.167837–11.757089,0.86483,70/73/1,70/73/1,0.928014
   dense-1024,torch-eager-out,13.435463,11.549997,12.492730,11.549997–13.435463,0.85966,70/73/1,70/73/1,0.928014
   dense-2048,native,164.968861,107.662436,136.315649,107.662436–164.968861,0.65262,70/73/1,70/73/1,0.871762
   dense-2048,native-blas,138.186431,84.154586,111.170509,84.154586–138.186431,0.60899,70/73/1,70/73/1,0.871762
   dense-2048,numpy-out,146.311026,89.846252,118.078639,89.846252–146.311026,0.61408,70/73/1,70/73/1,0.871762
   dense-2048,torch-eager-out,152.898857,93.227255,123.063056,93.227255–152.898857,0.60973,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.052136,0.054553,0.053344,0.052136–0.054553,1.04637,49/51/0,49/51/0,0.607749
   dense-64,native-blas,0.037596,0.046649,0.042123,0.037596–0.046649,1.24077,49/51/0,49/51/0,0.612054
   dense-64,numpy-out,0.255474,0.288855,0.272164,0.255474–0.288855,1.13067,49/51/0,49/51/0,0.61272
   dense-64,torch-eager-out,0.414225,0.473720,0.443973,0.414225–0.473720,1.14363,49/51/0,49/51/0,0.635707
   dense-256,native,0.526754,0.464294,0.495524,0.464294–0.526754,0.88143,67/70/1,67/70/1,0.971216
   dense-256,native-blas,0.380007,0.461967,0.420987,0.380007–0.461967,1.21568,67/70/1,67/70/1,0.979189
   dense-256,numpy-out,0.736834,0.824732,0.780783,0.736834–0.824732,1.11929,67/70/1,67/70/1,0.969964
   dense-256,torch-eager-out,1.047675,1.110575,1.079125,1.047675–1.110575,1.06004,67/70/1,67/70/1,0.972357
   dense-1024,native,11.374828,9.803777,10.589303,9.803777–11.374828,0.86188,70/73/1,70/73/1,0.928014
   dense-1024,native-blas,10.340363,8.742738,9.541551,8.742738–10.340363,0.84550,70/73/1,70/73/1,0.928014
   dense-1024,numpy-out,12.231023,10.387963,11.309493,10.387963–12.231023,0.84931,70/73/1,70/73/1,0.928014
   dense-1024,torch-eager-out,13.769540,11.677738,12.723639,11.677738–13.769540,0.84808,70/73/1,70/73/1,0.928014
   dense-2048,native,172.656047,116.317183,144.486615,116.317183–172.656047,0.67369,70/73/1,70/73/1,0.871762
   dense-2048,native-blas,141.448431,92.781802,117.115116,92.781802–141.448431,0.65594,70/73/1,70/73/1,0.871762
   dense-2048,numpy-out,149.178409,97.654590,123.416500,97.654590–149.178409,0.65462,70/73/1,70/73/1,0.871762
   dense-2048,torch-eager-out,155.537540,102.955473,129.246507,102.955473–155.537540,0.66193,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.038165,0.038717,0.038441,0.038165–0.038717,1.01444,49/51/0,49/51/0,0.607749
   dense-64,native-blas,0.034311,0.036173,0.035242,0.034311–0.036173,1.05428,49/51/0,49/51/0,0.612054
   dense-64,numpy-out,0.268693,0.297223,0.282959,0.268693–0.297223,1.10618,49/51/0,49/51/0,0.61272
   dense-64,torch-eager-out,0.432528,0.486619,0.459574,0.432528–0.486619,1.12506,49/51/0,49/51/0,0.635707
   dense-256,native,0.478583,0.480183,0.479383,0.478583–0.480183,1.00334,67/70/1,67/70/1,0.971216
   dense-256,native-blas,0.348215,0.454825,0.401520,0.348215–0.454825,1.30616,67/70/1,67/70/1,0.979189
   dense-256,numpy-out,0.820505,0.687315,0.753911,0.687315–0.820505,0.83767,67/70/1,67/70/1,0.969964
   dense-256,torch-eager-out,0.995193,0.911200,0.953197,0.911200–0.995193,0.91560,67/70/1,67/70/1,0.972357
   dense-1024,native,14.950404,13.834340,14.392373,13.834340–14.950404,0.92535,70/73/1,70/73/1,0.928014
   dense-1024,native-blas,12.875426,12.475259,12.675343,12.475259–12.875426,0.96892,70/73/1,70/73/1,0.928014
   dense-1024,numpy-out,15.093210,13.886100,14.489655,13.886100–15.093210,0.92002,70/73/1,70/73/1,0.928014
   dense-1024,torch-eager-out,15.899546,15.638564,15.769055,15.638564–15.899546,0.98359,70/73/1,70/73/1,0.928014
   dense-2048,native,161.598892,147.354703,154.476798,147.354703–161.598892,0.91185,70/73/1,70/73/1,0.871762
   dense-2048,native-blas,128.217840,109.530282,118.874061,109.530282–128.217840,0.85425,70/73/1,70/73/1,0.871762
   dense-2048,numpy-out,125.106196,88.271051,106.688623,88.271051–125.106196,0.70557,70/73/1,70/73/1,0.871762
   dense-2048,torch-eager-out,142.755481,119.113084,130.934282,119.113084–142.755481,0.83439,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.033356,0.052558,0.042957,0.033356–0.052558,1.57569,49/51/0,49/51/0,0.607749
   dense-64,native-blas,0.028772,0.046547,0.037660,0.028772–0.046547,1.61776,49/51/0,49/51/0,0.612054
   dense-64,numpy-out,0.226856,0.336828,0.281842,0.226856–0.336828,1.48476,49/51/0,49/51/0,0.61272
   dense-64,torch-eager-out,0.370632,0.594391,0.482511,0.370632–0.594391,1.60373,49/51/0,49/51/0,0.635707
   dense-256,native,0.456504,0.556252,0.506378,0.456504–0.556252,1.21850,67/70/1,67/70/1,0.971216
   dense-256,native-blas,0.296743,0.363063,0.329903,0.296743–0.363063,1.22350,67/70/1,67/70/1,0.979189
   dense-256,numpy-out,0.759151,0.957086,0.858119,0.759151–0.957086,1.26073,67/70/1,67/70/1,0.969964
   dense-256,torch-eager-out,0.837634,1.244927,1.041280,0.837634–1.244927,1.48624,67/70/1,67/70/1,0.972357
   dense-1024,native,11.899314,12.952129,12.425722,11.899314–12.952129,1.08848,70/73/1,70/73/1,0.928014
   dense-1024,native-blas,10.912426,11.975291,11.443858,10.912426–11.975291,1.09740,70/73/1,70/73/1,0.928014
   dense-1024,numpy-out,12.423796,12.211078,12.317437,12.211078–12.423796,0.98288,70/73/1,70/73/1,0.928014
   dense-1024,torch-eager-out,13.957047,13.866752,13.911900,13.866752–13.957047,0.99353,70/73/1,70/73/1,0.928014
   dense-2048,native,114.899253,143.809152,129.354202,114.899253–143.809152,1.25161,70/73/1,70/73/1,0.871762
   dense-2048,native-blas,91.075437,115.011927,103.043682,91.075437–115.011927,1.26282,70/73/1,70/73/1,0.871762
   dense-2048,numpy-out,93.703913,86.715043,90.209478,86.715043–93.703913,0.92542,70/73/1,70/73/1,0.871762
   dense-2048,torch-eager-out,99.183748,117.441098,108.312423,99.183748–117.441098,1.18408,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.017646,0.013355,0.015501,0.013355–0.017646,0.75686,5/7/0,5/7/0,0.0796191
   dense-64,native-blas,0.025877,0.015130,0.020504,0.015130–0.025877,0.58472,5/7/0,5/7/0,0.0796191
   dense-64,numpy-out,0.080548,0.045523,0.063035,0.045523–0.080548,0.56517,5/7/0,5/7/0,0.0796191
   dense-64,torch-eager-out,0.155122,0.074734,0.114928,0.074734–0.155122,0.48178,5/7/0,5/7/0,0.0796191
   dense-256,native,0.071516,0.073370,0.072443,0.071516–0.073370,1.02591,4/6/0,4/6/0,0.209854
   dense-256,native-blas,0.068325,0.056414,0.062370,0.056414–0.068325,0.82568,4/6/0,4/6/0,0.209854
   dense-256,numpy-out,0.124405,0.111528,0.117967,0.111528–0.124405,0.89649,4/6/0,4/6/0,0.209854
   dense-256,torch-eager-out,0.185927,0.196160,0.191044,0.185927–0.196160,1.05504,4/6/0,4/6/0,0.209854
   dense-1024,native,0.994363,1.063040,1.028701,0.994363–1.063040,1.06907,4/6/0,4/6/0,0.013684
   dense-1024,native-blas,0.987328,0.988691,0.988009,0.987328–0.988691,1.00138,4/6/0,4/6/0,0.013684
   dense-1024,numpy-out,1.151982,1.198027,1.175004,1.151982–1.198027,1.03997,4/6/0,4/6/0,0.013684
   dense-1024,torch-eager-out,1.446214,1.526860,1.486538,1.446214–1.526860,1.05576,4/6/0,4/6/0,0.013684
   dense-2048,native,9.161504,8.021797,8.591651,8.021797–9.161504,0.87560,3/5/0,3/5/0,0.836412
   dense-2048,native-blas,8.346533,6.771986,7.559259,6.771986–8.346533,0.81135,3/5/0,3/5/0,0.836412
   dense-2048,numpy-out,8.638784,6.919213,7.778998,6.919213–8.638784,0.80095,3/5/0,3/5/0,0.836412
   dense-2048,torch-eager-out,9.115535,7.592543,8.354039,7.592543–9.115535,0.83292,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.016923,0.016057,0.016490,0.016057–0.016923,0.94880,5/7/0,5/7/0,0.0796191
   dense-64,native-blas,0.020561,0.018127,0.019344,0.018127–0.020561,0.88160,5/7/0,5/7/0,0.0796191
   dense-64,numpy-out,0.067140,0.060976,0.064058,0.060976–0.067140,0.90818,5/7/0,5/7/0,0.0796191
   dense-64,torch-eager-out,0.121056,0.118166,0.119611,0.118166–0.121056,0.97613,5/7/0,5/7/0,0.0796191
   dense-256,native,0.055871,0.057530,0.056701,0.055871–0.057530,1.02968,4/6/0,4/6/0,0.209854
   dense-256,native-blas,0.054253,0.061865,0.058059,0.054253–0.061865,1.14033,4/6/0,4/6/0,0.209854
   dense-256,numpy-out,0.096279,0.101916,0.099098,0.096279–0.101916,1.05855,4/6/0,4/6/0,0.209854
   dense-256,torch-eager-out,0.158311,0.169340,0.163826,0.158311–0.169340,1.06966,4/6/0,4/6/0,0.209854
   dense-1024,native,0.958356,0.956309,0.957333,0.956309–0.958356,0.99786,4/6/0,4/6/0,0.013684
   dense-1024,native-blas,0.934849,0.896965,0.915907,0.896965–0.934849,0.95948,4/6/0,4/6/0,0.013684
   dense-1024,numpy-out,1.043742,1.063552,1.053647,1.043742–1.063552,1.01898,4/6/0,4/6/0,0.013684
   dense-1024,torch-eager-out,1.353072,1.391025,1.372049,1.353072–1.391025,1.02805,4/6/0,4/6/0,0.013684
   dense-2048,native,7.614789,8.105517,7.860153,7.614789–8.105517,1.06444,3/5/0,3/5/0,0.836412
   dense-2048,native-blas,5.673463,6.864556,6.269010,5.673463–6.864556,1.20994,3/5/0,3/5/0,0.836412
   dense-2048,numpy-out,6.290071,7.225416,6.757744,6.290071–7.225416,1.14870,3/5/0,3/5/0,0.836412
   dense-2048,torch-eager-out,6.543715,7.883497,7.213606,6.543715–7.883497,1.20474,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.007736,0.007105,0.007421,0.007105–0.007736,0.91856,5/7/0,5/7/0,0.0796191
   dense-64,native-blas,0.008479,0.006707,0.007593,0.006707–0.008479,0.79101,5/7/0,5/7/0,0.0796191
   dense-64,numpy-out,0.042314,0.031752,0.037033,0.031752–0.042314,0.75038,5/7/0,5/7/0,0.0796191
   dense-64,torch-eager-out,0.078522,0.050543,0.064533,0.050543–0.078522,0.64369,5/7/0,5/7/0,0.0796191
   dense-256,native,0.040045,0.057048,0.048546,0.040045–0.057048,1.42458,4/6/0,4/6/0,0.209854
   dense-256,native-blas,0.031409,0.045639,0.038524,0.031409–0.045639,1.45305,4/6/0,4/6/0,0.209854
   dense-256,numpy-out,0.063765,0.095916,0.079840,0.063765–0.095916,1.50421,4/6/0,4/6/0,0.209854
   dense-256,torch-eager-out,0.087336,0.135789,0.111562,0.087336–0.135789,1.55478,4/6/0,4/6/0,0.209854
   dense-1024,native,1.456662,1.866816,1.661739,1.456662–1.866816,1.28157,4/6/0,4/6/0,0.013684
   dense-1024,native-blas,1.350534,1.641051,1.495793,1.350534–1.641051,1.21511,4/6/0,4/6/0,0.013684
   dense-1024,numpy-out,1.404139,1.587309,1.495724,1.404139–1.587309,1.13045,4/6/0,4/6/0,0.013684
   dense-1024,torch-eager-out,1.807975,2.117674,1.962824,1.807975–2.117674,1.17130,4/6/0,4/6/0,0.013684
   dense-2048,native,7.395188,9.572193,8.483690,7.395188–9.572193,1.29438,3/5/0,3/5/0,0.836412
   dense-2048,native-blas,6.501153,9.178027,7.839590,6.501153–9.178027,1.41175,3/5/0,3/5/0,0.836412
   dense-2048,numpy-out,6.499801,6.643121,6.571461,6.499801–6.643121,1.02205,3/5/0,3/5/0,0.836412
   dense-2048,torch-eager-out,6.924828,9.834055,8.379441,6.924828–9.834055,1.42012,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.007869,0.008282,0.008075,0.007869–0.008282,1.05248,5/7/0,5/7/0,0.0796191
   dense-64,native-blas,0.008012,0.008733,0.008372,0.008012–0.008733,1.08999,5/7/0,5/7/0,0.0796191
   dense-64,numpy-out,0.034245,0.049802,0.042024,0.034245–0.049802,1.45430,5/7/0,5/7/0,0.0796191
   dense-64,torch-eager-out,0.071297,0.083304,0.077300,0.071297–0.083304,1.16841,5/7/0,5/7/0,0.0796191
   dense-256,native,0.054619,0.042800,0.048710,0.042800–0.054619,0.78361,4/6/0,4/6/0,0.209854
   dense-256,native-blas,0.051535,0.043333,0.047434,0.043333–0.051535,0.84086,4/6/0,4/6/0,0.209854
   dense-256,numpy-out,0.077167,0.062476,0.069822,0.062476–0.077167,0.80963,4/6/0,4/6/0,0.209854
   dense-256,torch-eager-out,0.112276,0.092532,0.102404,0.092532–0.112276,0.82414,4/6/0,4/6/0,0.209854
   dense-1024,native,1.566780,1.902044,1.734412,1.566780–1.902044,1.21398,4/6/0,4/6/0,0.013684
   dense-1024,native-blas,1.353754,1.644030,1.498892,1.353754–1.644030,1.21442,4/6/0,4/6/0,0.013684
   dense-1024,numpy-out,1.684702,1.616276,1.650489,1.616276–1.684702,0.95938,4/6/0,4/6/0,0.013684
   dense-1024,torch-eager-out,1.857460,2.150910,2.004185,1.857460–2.150910,1.15798,4/6/0,4/6/0,0.013684
   dense-2048,native,10.879486,10.575709,10.727597,10.575709–10.879486,0.97208,3/5/0,3/5/0,0.836412
   dense-2048,native-blas,7.047077,9.153742,8.100409,7.047077–9.153742,1.29894,3/5/0,3/5/0,0.836412
   dense-2048,numpy-out,7.507474,6.831641,7.169557,6.831641–7.507474,0.90998,3/5/0,3/5/0,0.836412
   dense-2048,torch-eager-out,8.960299,9.321273,9.140786,8.960299–9.321273,1.04029,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,7.388080,7.539841,7.463960,7.388080–7.539841,1.02054,49/51/0,49/51/0,0.648887
   dense-64,cuda-cublas,9.550935,9.815884,9.683410,9.550935–9.815884,1.02774,49/51/0,49/51/0,0.611009
   dense-64,torch-cuda-eager,15.141148,16.736825,15.938987,15.141148–16.736825,1.10539,49/51/0,49/51/0,0.611009
   dense-256,cuda-native,10.148627,10.543266,10.345947,10.148627–10.543266,1.03889,67/70/1,67/70/1,0.979365
   dense-256,cuda-cublas,11.960757,12.175389,12.068073,11.960757–12.175389,1.01794,67/70/1,67/70/1,0.994421
   dense-256,torch-cuda-eager,21.899011,21.839071,21.869041,21.839071–21.899011,0.99726,67/70/1,67/70/1,0.977359
   dense-1024,cuda-native,13.504428,12.831041,13.167735,12.831041–13.504428,0.95014,70/73/1,70/73/1,0.928014
   dense-1024,cuda-cublas,15.250528,13.639035,14.444781,13.639035–15.250528,0.89433,70/73/1,70/73/1,0.928014
   dense-1024,torch-cuda-eager,22.959388,21.031149,21.995269,21.031149–22.959388,0.91602,70/73/1,70/73/1,0.928014
   dense-2048,cuda-native,21.053797,21.923963,21.488880,21.053797–21.923963,1.04133,70/73/1,70/73/1,0.871762
   dense-2048,cuda-cublas,21.819496,21.879210,21.849353,21.819496–21.879210,1.00274,70/73/1,70/73/1,0.871762
   dense-2048,torch-cuda-eager,26.817182,28.401815,27.609498,26.817182–28.401815,1.05909,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,6.948031,8.946385,7.947209,6.948031–8.946385,1.28761,49/51/0,49/51/0,0.648887
   dense-64,cuda-cublas,9.451536,11.149377,10.300457,9.451536–11.149377,1.17964,49/51/0,49/51/0,0.611009
   dense-64,torch-cuda-eager,14.678539,17.521217,16.099878,14.678539–17.521217,1.19366,49/51/0,49/51/0,0.611009
   dense-256,cuda-native,11.039473,11.923925,11.481699,11.039473–11.923925,1.08012,67/70/1,67/70/1,0.979365
   dense-256,cuda-cublas,13.655520,13.585192,13.620356,13.585192–13.655520,0.99485,67/70/1,67/70/1,0.994421
   dense-256,torch-cuda-eager,23.382777,23.840080,23.611428,23.382777–23.840080,1.01956,67/70/1,67/70/1,0.977359
   dense-1024,cuda-native,14.945037,14.368939,14.656988,14.368939–14.945037,0.96145,70/73/1,70/73/1,0.928014
   dense-1024,cuda-cublas,15.077550,15.120084,15.098817,15.077550–15.120084,1.00282,70/73/1,70/73/1,0.928014
   dense-1024,torch-cuda-eager,23.067629,22.110422,22.589025,22.110422–23.067629,0.95850,70/73/1,70/73/1,0.928014
   dense-2048,cuda-native,21.766157,21.890187,21.828172,21.766157–21.890187,1.00570,70/73/1,70/73/1,0.871762
   dense-2048,cuda-cublas,22.777109,22.297413,22.537261,22.297413–22.777109,0.97894,70/73/1,70/73/1,0.871762
   dense-2048,torch-cuda-eager,29.556719,27.746274,28.651497,27.746274–29.556719,0.93875,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,3.987453,5.112420,4.549937,3.987453–5.112420,1.28213,49/51/0,49/51/0,0.648887
   dense-64,cuda-cublas,5.845959,7.240461,6.543210,5.845959–7.240461,1.23854,49/51/0,49/51/0,0.611009
   dense-64,torch-cuda-eager,13.421046,15.807605,14.614325,13.421046–15.807605,1.17782,49/51/0,49/51/0,0.611009
   dense-256,cuda-native,5.780264,6.797558,6.288911,5.780264–6.797558,1.17599,67/70/1,67/70/1,0.979365
   dense-256,cuda-cublas,7.775747,8.367221,8.071484,7.775747–8.367221,1.07607,67/70/1,67/70/1,0.994421
   dense-256,torch-cuda-eager,19.108040,21.163646,20.135843,19.108040–21.163646,1.10758,67/70/1,67/70/1,0.977359
   dense-1024,cuda-native,8.821112,9.919167,9.370140,8.821112–9.919167,1.12448,70/73/1,70/73/1,0.928014
   dense-1024,cuda-cublas,11.247437,11.411869,11.329653,11.247437–11.411869,1.01462,70/73/1,70/73/1,0.928014
   dense-1024,torch-cuda-eager,20.184331,21.682976,20.933653,20.184331–21.682976,1.07425,70/73/1,70/73/1,0.928014
   dense-2048,cuda-native,17.029689,19.768100,18.398894,17.029689–19.768100,1.16080,70/73/1,70/73/1,0.871762
   dense-2048,cuda-cublas,18.853548,20.857255,19.855401,18.853548–20.857255,1.10628,70/73/1,70/73/1,0.871762
   dense-2048,torch-cuda-eager,28.578105,31.111611,29.844859,28.578105–31.111611,1.08865,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,4.910508,5.628151,5.269330,4.910508–5.628151,1.14614,49/51/0,49/51/0,0.648887
   dense-64,cuda-cublas,6.936994,8.123001,7.529998,6.936994–8.123001,1.17097,49/51/0,49/51/0,0.611009
   dense-64,torch-cuda-eager,14.081965,16.221016,15.151490,14.081965–16.221016,1.15190,49/51/0,49/51/0,0.611009
   dense-256,cuda-native,7.488791,7.543656,7.516223,7.488791–7.543656,1.00733,67/70/1,67/70/1,0.979365
   dense-256,cuda-cublas,8.864387,9.447582,9.155985,8.864387–9.447582,1.06579,67/70/1,67/70/1,0.994421
   dense-256,torch-cuda-eager,19.670103,21.467331,20.568717,19.670103–21.467331,1.09137,67/70/1,67/70/1,0.977359
   dense-1024,cuda-native,10.778197,10.389893,10.584045,10.389893–10.778197,0.96397,70/73/1,70/73/1,0.928014
   dense-1024,cuda-cublas,10.656004,11.210520,10.933262,10.656004–11.210520,1.05204,70/73/1,70/73/1,0.928014
   dense-1024,torch-cuda-eager,21.120302,21.104975,21.112638,21.104975–21.120302,0.99927,70/73/1,70/73/1,0.928014
   dense-2048,cuda-native,17.915996,18.991060,18.453528,17.915996–18.991060,1.06001,70/73/1,70/73/1,0.871762
   dense-2048,cuda-cublas,18.666763,19.516418,19.091590,18.666763–19.516418,1.04552,70/73/1,70/73/1,0.871762
   dense-2048,torch-cuda-eager,28.805473,28.427747,28.616610,28.427747–28.805473,0.98689,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,7.241627,8.203196,7.722411,7.241627–8.203196,1.13278,49/51/0,49/51/0,0.648887
   dense-64,cuda-cublas,6.140199,8.614323,7.377261,6.140199–8.614323,1.40294,49/51/0,49/51/0,0.611009
   dense-64,torch-cuda-eager,15.584111,18.591185,17.087648,15.584111–18.591185,1.19296,49/51/0,49/51/0,0.611009
   dense-256,cuda-native,8.719755,11.634732,10.177243,8.719755–11.634732,1.33430,67/70/1,67/70/1,0.979365
   dense-256,cuda-cublas,9.978030,10.910288,10.444159,9.978030–10.910288,1.09343,67/70/1,67/70/1,0.994421
   dense-256,torch-cuda-eager,20.730290,23.343537,22.036914,20.730290–23.343537,1.12606,67/70/1,67/70/1,0.977359
   dense-1024,cuda-native,14.030023,13.306062,13.668042,13.306062–14.030023,0.94840,70/73/1,70/73/1,0.928014
   dense-1024,cuda-cublas,12.392817,12.596073,12.494445,12.392817–12.596073,1.01640,70/73/1,70/73/1,0.928014
   dense-1024,torch-cuda-eager,22.732283,22.232554,22.482418,22.232554–22.732283,0.97802,70/73/1,70/73/1,0.928014
   dense-2048,cuda-native,22.051188,21.462346,21.756767,21.462346–22.051188,0.97330,70/73/1,70/73/1,0.871762
   dense-2048,cuda-cublas,20.932686,20.290070,20.611378,20.290070–20.932686,0.96930,70/73/1,70/73/1,0.871762
   dense-2048,torch-cuda-eager,30.822573,28.160982,29.491778,28.160982–30.822573,0.91365,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,6.840152,8.749142,7.794647,6.840152–8.749142,1.27909,49/51/0,49/51/0,0.648887
   dense-64,cuda-cublas,7.936485,8.496958,8.216722,7.936485–8.496958,1.07062,49/51/0,49/51/0,0.611009
   dense-64,torch-cuda-eager,14.309202,16.033819,15.171511,14.309202–16.033819,1.12053,49/51/0,49/51/0,0.611009
   dense-256,cuda-native,10.631960,12.229848,11.430904,10.631960–12.229848,1.15029,67/70/1,67/70/1,0.979365
   dense-256,cuda-cublas,9.490118,11.658375,10.574246,9.490118–11.658375,1.22848,67/70/1,67/70/1,0.994421
   dense-256,torch-cuda-eager,19.288610,22.331757,20.810184,19.288610–22.331757,1.15777,67/70/1,67/70/1,0.977359
   dense-1024,cuda-native,13.406925,14.555700,13.981312,13.406925–14.555700,1.08569,70/73/1,70/73/1,0.928014
   dense-1024,cuda-cublas,12.751259,13.106923,12.929091,12.751259–13.106923,1.02789,70/73/1,70/73/1,0.928014
   dense-1024,torch-cuda-eager,21.321700,22.248164,21.784932,21.321700–22.248164,1.04345,70/73/1,70/73/1,0.928014
   dense-2048,cuda-native,21.823242,23.583783,22.703513,21.823242–23.583783,1.08067,70/73/1,70/73/1,0.871762
   dense-2048,cuda-cublas,20.151145,21.601082,20.876113,20.151145–21.601082,1.07195,70/73/1,70/73/1,0.871762
   dense-2048,torch-cuda-eager,28.071414,30.525186,29.298300,28.071414–30.525186,1.08741,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,4.265998,5.048127,4.657063,4.265998–5.048127,1.18334,49/51/0,49/51/0,0.648887
   dense-64,cuda-cublas,4.717384,5.114717,4.916051,4.717384–5.114717,1.08423,49/51/0,49/51/0,0.611009
   dense-64,torch-cuda-eager,13.729828,16.371302,15.050565,13.729828–16.371302,1.19239,49/51/0,49/51/0,0.611009
   dense-256,cuda-native,6.285208,7.384840,6.835024,6.285208–7.384840,1.17496,67/70/1,67/70/1,0.979365
   dense-256,cuda-cublas,6.418367,6.802909,6.610638,6.418367–6.802909,1.05991,67/70/1,67/70/1,0.994421
   dense-256,torch-cuda-eager,19.494487,20.847707,20.171097,19.494487–20.847707,1.06942,67/70/1,67/70/1,0.977359
   dense-1024,cuda-native,9.263727,9.812905,9.538316,9.263727–9.812905,1.05928,70/73/1,70/73/1,0.928014
   dense-1024,cuda-cublas,8.854515,9.233595,9.044055,8.854515–9.233595,1.04281,70/73/1,70/73/1,0.928014
   dense-1024,torch-cuda-eager,20.352436,21.306163,20.829300,20.352436–21.306163,1.04686,70/73/1,70/73/1,0.928014
   dense-2048,cuda-native,17.513602,18.270432,17.892017,17.513602–18.270432,1.04321,70/73/1,70/73/1,0.871762
   dense-2048,cuda-cublas,17.429637,17.611213,17.520425,17.429637–17.611213,1.01042,70/73/1,70/73/1,0.871762
   dense-2048,torch-cuda-eager,28.591409,28.775167,28.683288,28.591409–28.775167,1.00643,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,5.069512,5.998852,5.534182,5.069512–5.998852,1.18332,49/51/0,49/51/0,0.648887
   dense-64,cuda-cublas,5.204862,6.134974,5.669918,5.204862–6.134974,1.17870,49/51/0,49/51/0,0.611009
   dense-64,torch-cuda-eager,14.169868,17.434676,15.802272,14.169868–17.434676,1.23040,49/51/0,49/51/0,0.611009
   dense-256,cuda-native,7.280553,8.011999,7.646276,7.280553–8.011999,1.10047,67/70/1,67/70/1,0.979365
   dense-256,cuda-cublas,7.322037,7.773915,7.547976,7.322037–7.773915,1.06171,67/70/1,67/70/1,0.994421
   dense-256,torch-cuda-eager,20.616244,22.521531,21.568887,20.616244–22.521531,1.09242,67/70/1,67/70/1,0.977359
   dense-1024,cuda-native,9.102507,10.990816,10.046662,9.102507–10.990816,1.20745,70/73/1,70/73/1,0.928014
   dense-1024,cuda-cublas,9.163472,10.041317,9.602395,9.163472–10.041317,1.09580,70/73/1,70/73/1,0.928014
   dense-1024,torch-cuda-eager,20.043273,22.794805,21.419039,20.043273–22.794805,1.13728,70/73/1,70/73/1,0.928014
   dense-2048,cuda-native,17.816853,18.333089,18.074971,17.816853–18.333089,1.02897,70/73/1,70/73/1,0.871762
   dense-2048,cuda-cublas,17.482836,17.153826,17.318331,17.153826–17.482836,0.98118,70/73/1,70/73/1,0.871762
   dense-2048,torch-cuda-eager,29.738614,28.405568,29.072091,28.405568–29.738614,0.95517,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,5.798606,7.958814,6.878710,5.798606–7.958814,1.37254,49/51/0,49/51/0,0.648887
   dense-64,cuda-cublas,5.864696,8.151545,7.008121,5.864696–8.151545,1.38993,49/51/0,49/51/0,0.611009
   dense-64,torch-cuda-eager,14.448935,16.742086,15.595510,14.448935–16.742086,1.15871,49/51/0,49/51/0,0.611009
   dense-256,cuda-native,8.406523,11.492717,9.949620,8.406523–11.492717,1.36712,67/70/1,67/70/1,0.979365
   dense-256,cuda-cublas,9.671088,11.068275,10.369682,9.671088–11.068275,1.14447,67/70/1,67/70/1,0.994421
   dense-256,torch-cuda-eager,19.502623,23.715160,21.608892,19.502623–23.715160,1.21600,67/70/1,67/70/1,0.977359
   dense-1024,cuda-native,12.136881,14.353456,13.245168,12.136881–14.353456,1.18263,70/73/1,70/73/1,0.928014
   dense-1024,cuda-cublas,11.023504,13.384318,12.203911,11.023504–13.384318,1.21416,70/73/1,70/73/1,0.928014
   dense-1024,torch-cuda-eager,20.214645,23.343167,21.778907,20.214645–23.343167,1.15477,70/73/1,70/73/1,0.928014
   dense-2048,cuda-native,21.142829,22.386198,21.764514,21.142829–22.386198,1.05881,70/73/1,70/73/1,0.871762
   dense-2048,cuda-cublas,19.316028,21.168906,20.242466,19.316028–21.168906,1.09592,70/73/1,70/73/1,0.871762
   dense-2048,torch-cuda-eager,28.226523,29.852251,29.039387,28.226523–29.852251,1.05760,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,6.249249,8.344840,7.297044,6.249249–8.344840,1.33533,49/51/0,49/51/0,0.648887
   dense-64,cuda-cublas,6.341066,8.340668,7.340867,6.341066–8.340668,1.31534,49/51/0,49/51/0,0.611009
   dense-64,torch-cuda-eager,12.471711,16.797275,14.634493,12.471711–16.797275,1.34683,49/51/0,49/51/0,0.611009
   dense-256,cuda-native,9.117527,11.654893,10.386210,9.117527–11.654893,1.27830,67/70/1,67/70/1,0.979365
   dense-256,cuda-cublas,8.972304,11.117446,10.044875,8.972304–11.117446,1.23908,67/70/1,67/70/1,0.994421
   dense-256,torch-cuda-eager,18.932217,21.523754,20.227985,18.932217–21.523754,1.13689,67/70/1,67/70/1,0.977359
   dense-1024,cuda-native,11.698420,14.552058,13.125239,11.698420–14.552058,1.24393,70/73/1,70/73/1,0.928014
   dense-1024,cuda-cublas,11.317683,13.455192,12.386437,11.317683–13.455192,1.18886,70/73/1,70/73/1,0.928014
   dense-1024,torch-cuda-eager,18.873849,22.483016,20.678432,18.873849–22.483016,1.19123,70/73/1,70/73/1,0.928014
   dense-2048,cuda-native,19.716413,22.464477,21.090445,19.716413–22.464477,1.13938,70/73/1,70/73/1,0.871762
   dense-2048,cuda-cublas,18.411963,21.244036,19.828000,18.411963–21.244036,1.15382,70/73/1,70/73/1,0.871762
   dense-2048,torch-cuda-eager,26.111364,29.229381,27.670373,26.111364–29.229381,1.11941,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,4.150162,5.249453,4.699807,4.150162–5.249453,1.26488,49/51/0,49/51/0,0.648887
   dense-64,cuda-cublas,4.448444,5.430002,4.939223,4.448444–5.430002,1.22065,49/51/0,49/51/0,0.611009
   dense-64,torch-cuda-eager,13.471479,16.668860,15.070170,13.471479–16.668860,1.23734,49/51/0,49/51/0,0.611009
   dense-256,cuda-native,6.044571,7.107285,6.575928,6.044571–7.107285,1.17581,67/70/1,67/70/1,0.979365
   dense-256,cuda-cublas,6.285266,7.703939,6.994602,6.285266–7.703939,1.22571,67/70/1,67/70/1,0.994421
   dense-256,torch-cuda-eager,20.549149,22.528439,21.538794,20.549149–22.528439,1.09632,67/70/1,67/70/1,0.977359
   dense-1024,cuda-native,8.552240,10.031086,9.291663,8.552240–10.031086,1.17292,70/73/1,70/73/1,0.928014
   dense-1024,cuda-cublas,8.348430,9.552209,8.950319,8.348430–9.552209,1.14419,70/73/1,70/73/1,0.928014
   dense-1024,torch-cuda-eager,19.712516,22.374549,21.043533,19.712516–22.374549,1.13504,70/73/1,70/73/1,0.928014
   dense-2048,cuda-native,17.304814,18.545853,17.925334,17.304814–18.545853,1.07172,70/73/1,70/73/1,0.871762
   dense-2048,cuda-cublas,16.755182,16.688799,16.721991,16.688799–16.755182,0.99604,70/73/1,70/73/1,0.871762
   dense-2048,torch-cuda-eager,29.665460,30.046233,29.855847,29.665460–30.046233,1.01284,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,4.869879,5.682523,5.276200,4.869879–5.682523,1.16687,49/51/0,49/51/0,0.648887
   dense-64,cuda-cublas,5.293213,6.093776,5.693494,5.293213–6.093776,1.15124,49/51/0,49/51/0,0.611009
   dense-64,torch-cuda-eager,16.574541,16.245954,16.410247,16.245954–16.574541,0.98018,49/51/0,49/51/0,0.611009
   dense-256,cuda-native,7.318039,8.337971,7.828005,7.318039–8.337971,1.13937,67/70/1,67/70/1,0.979365
   dense-256,cuda-cublas,7.480119,7.728248,7.604183,7.480119–7.728248,1.03317,67/70/1,67/70/1,0.994421
   dense-256,torch-cuda-eager,20.358300,21.887217,21.122758,20.358300–21.887217,1.07510,67/70/1,67/70/1,0.977359
   dense-1024,cuda-native,9.409731,10.439578,9.924655,9.409731–10.439578,1.10944,70/73/1,70/73/1,0.928014
   dense-1024,cuda-cublas,9.092745,9.718826,9.405785,9.092745–9.718826,1.06886,70/73/1,70/73/1,0.928014
   dense-1024,torch-cuda-eager,19.935258,21.296287,20.615773,19.935258–21.296287,1.06827,70/73/1,70/73/1,0.928014
   dense-2048,cuda-native,18.019219,18.529881,18.274550,18.019219–18.529881,1.02834,70/73/1,70/73/1,0.871762
   dense-2048,cuda-cublas,16.423796,17.290662,16.857229,16.423796–17.290662,1.05278,70/73/1,70/73/1,0.871762
   dense-2048,torch-cuda-eager,26.937922,28.401789,27.669856,26.937922–28.401789,1.05434,70/73/1,70/73/1,0.871762

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.157770,1.206902,1.182336,1.157770–1.206902,1.04244,5/7/0,5/7/0,0.0796191
   dense-64,cuda-cublas,3.620135,3.527865,3.574000,3.527865–3.620135,0.97451,5/7/0,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.606762,2.860660,2.733711,2.606762–2.860660,1.09740,5/7/0,5/7/0,0.0796191
   dense-256,cuda-native,0.927330,1.002968,0.965148,0.927330–1.002968,1.08157,4/6/0,4/6/0,0.209854
   dense-256,cuda-cublas,2.924417,3.176375,3.050396,2.924417–3.176375,1.08616,4/6/0,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.307920,2.750697,2.529308,2.307920–2.750697,1.19185,4/6/0,4/6/0,0.209854
   dense-1024,cuda-native,1.239559,1.298792,1.269176,1.239559–1.298792,1.04779,4/6/0,4/6/0,0.013684
   dense-1024,cuda-cublas,2.881076,3.515081,3.198078,2.881076–3.515081,1.22006,4/6/0,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.381866,2.414382,2.398124,2.381866–2.414382,1.01365,4/6/0,4/6/0,0.013684
   dense-2048,cuda-native,1.440473,1.505507,1.472990,1.440473–1.505507,1.04515,3/5/0,3/5/0,0.836412
   dense-2048,cuda-cublas,3.265550,3.286215,3.275883,3.265550–3.286215,1.00633,3/5/0,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.165297,2.589960,2.377629,2.165297–2.589960,1.19612,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.146179,1.317341,1.231760,1.146179–1.317341,1.14933,5/7/0,5/7/0,0.0796191
   dense-64,cuda-cublas,2.885632,3.714368,3.300000,2.885632–3.714368,1.28719,5/7/0,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.508309,3.079566,2.793938,2.508309–3.079566,1.22775,5/7/0,5/7/0,0.0796191
   dense-256,cuda-native,1.016492,1.039505,1.027998,1.016492–1.039505,1.02264,4/6/0,4/6/0,0.209854
   dense-256,cuda-cublas,2.744616,3.092487,2.918551,2.744616–3.092487,1.12675,4/6/0,4/6/0,0.209854
   dense-256,torch-cuda-eager,1.943255,2.177286,2.060270,1.943255–2.177286,1.12043,4/6/0,4/6/0,0.209854
   dense-1024,cuda-native,1.336918,1.385344,1.361131,1.336918–1.385344,1.03622,4/6/0,4/6/0,0.013684
   dense-1024,cuda-cublas,3.051910,2.898442,2.975176,2.898442–3.051910,0.94971,4/6/0,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.106473,2.809006,2.457740,2.106473–2.809006,1.33351,4/6/0,4/6/0,0.013684
   dense-2048,cuda-native,1.498062,1.522241,1.510152,1.498062–1.522241,1.01614,3/5/0,3/5/0,0.836412
   dense-2048,cuda-cublas,3.086335,3.352606,3.219470,3.086335–3.352606,1.08627,3/5/0,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.090647,2.897438,2.494042,2.090647–2.897438,1.38591,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,0.759649,0.840352,0.800001,0.759649–0.840352,1.10624,5/7/0,5/7/0,0.0796191
   dense-64,cuda-cublas,2.699896,3.185157,2.942527,2.699896–3.185157,1.17973,5/7/0,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.538836,3.059722,2.799279,2.538836–3.059722,1.20517,5/7/0,5/7/0,0.0796191
   dense-256,cuda-native,0.745158,0.794312,0.769735,0.745158–0.794312,1.06596,4/6/0,4/6/0,0.209854
   dense-256,cuda-cublas,2.673888,2.644614,2.659251,2.644614–2.673888,0.98905,4/6/0,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.071687,2.566958,2.319322,2.071687–2.566958,1.23907,4/6/0,4/6/0,0.209854
   dense-1024,cuda-native,0.991722,1.001945,0.996834,0.991722–1.001945,1.01031,4/6/0,4/6/0,0.013684
   dense-1024,cuda-cublas,2.692417,2.815854,2.754136,2.692417–2.815854,1.04585,4/6/0,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.198312,2.538268,2.368290,2.198312–2.538268,1.15464,4/6/0,4/6/0,0.013684
   dense-2048,cuda-native,1.295918,1.343188,1.319553,1.295918–1.343188,1.03648,3/5/0,3/5/0,0.836412
   dense-2048,cuda-cublas,2.961459,2.951133,2.956296,2.951133–2.961459,0.99651,3/5/0,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.406160,2.454378,2.430269,2.406160–2.454378,1.02004,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,0.984746,1.034511,1.009629,0.984746–1.034511,1.05054,5/7/0,5/7/0,0.0796191
   dense-64,cuda-cublas,3.008896,3.114397,3.061647,3.008896–3.114397,1.03506,5/7/0,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.331839,3.004330,2.668084,2.331839–3.004330,1.28840,5/7/0,5/7/0,0.0796191
   dense-256,cuda-native,0.874575,0.867614,0.871094,0.867614–0.874575,0.99204,4/6/0,4/6/0,0.209854
   dense-256,cuda-cublas,2.648267,2.645456,2.646861,2.645456–2.648267,0.99894,4/6/0,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.094349,2.617510,2.355929,2.094349–2.617510,1.24980,4/6/0,4/6/0,0.209854
   dense-1024,cuda-native,1.143236,1.186316,1.164776,1.143236–1.186316,1.03768,4/6/0,4/6/0,0.013684
   dense-1024,cuda-cublas,2.921432,2.853996,2.887714,2.853996–2.921432,0.97692,4/6/0,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.317750,2.609209,2.463480,2.317750–2.609209,1.12575,4/6/0,4/6/0,0.013684
   dense-2048,cuda-native,1.429204,1.865522,1.647363,1.429204–1.865522,1.30529,3/5/0,3/5/0,0.836412
   dense-2048,cuda-cublas,2.958159,3.067349,3.012754,2.958159–3.067349,1.03691,3/5/0,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.192686,2.315142,2.253914,2.192686–2.315142,1.05585,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.124483,1.263607,1.194044,1.124483–1.263607,1.12372,5/7/0,5/7/0,0.0796191
   dense-64,cuda-cublas,1.172732,1.387525,1.280129,1.172732–1.387525,1.18316,5/7/0,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.585946,3.178784,2.882365,2.585946–3.178784,1.22925,5/7/0,5/7/0,0.0796191
   dense-256,cuda-native,0.977592,1.067706,1.022649,0.977592–1.067706,1.09218,4/6/0,4/6/0,0.209854
   dense-256,cuda-cublas,1.000795,1.112863,1.056828,1.000795–1.112863,1.11198,4/6/0,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.093679,2.843080,2.468380,2.093679–2.843080,1.35793,4/6/0,4/6/0,0.209854
   dense-1024,cuda-native,1.326867,1.495416,1.411141,1.326867–1.495416,1.12703,4/6/0,4/6/0,0.013684
   dense-1024,cuda-cublas,1.223802,1.373082,1.298442,1.223802–1.373082,1.12198,4/6/0,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.220517,3.415272,2.817895,2.220517–3.415272,1.53805,4/6/0,4/6/0,0.013684
   dense-2048,cuda-native,1.649840,1.726847,1.688343,1.649840–1.726847,1.04668,3/5/0,3/5/0,0.836412
   dense-2048,cuda-cublas,1.460481,1.643984,1.552232,1.460481–1.643984,1.12564,3/5/0,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.351570,3.014181,2.682875,2.351570–3.014181,1.28177,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.351151,1.303483,1.327317,1.303483–1.351151,0.96472,5/7/0,5/7/0,0.0796191
   dense-64,cuda-cublas,1.378046,1.306140,1.342094,1.306140–1.378046,0.94782,5/7/0,5/7/0,0.0796191
   dense-64,torch-cuda-eager,3.315140,3.543055,3.429097,3.315140–3.543055,1.06875,5/7/0,5/7/0,0.0796191
   dense-256,cuda-native,1.214876,1.132788,1.173832,1.132788–1.214876,0.93243,4/6/0,4/6/0,0.209854
   dense-256,cuda-cublas,1.128058,1.129540,1.128799,1.128058–1.129540,1.00131,4/6/0,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.559074,3.584125,3.071599,2.559074–3.584125,1.40056,4/6/0,4/6/0,0.209854
   dense-1024,cuda-native,1.561886,1.597176,1.579531,1.561886–1.597176,1.02259,4/6/0,4/6/0,0.013684
   dense-1024,cuda-cublas,1.409845,1.256375,1.333110,1.256375–1.409845,0.89114,4/6/0,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.655956,3.989781,3.322868,2.655956–3.989781,1.50220,4/6/0,4/6/0,0.013684
   dense-2048,cuda-native,1.851516,1.734572,1.793044,1.734572–1.851516,0.93684,3/5/0,3/5/0,0.836412
   dense-2048,cuda-cublas,1.721685,2.804892,2.263289,1.721685–2.804892,1.62915,3/5/0,3/5/0,0.836412
   dense-2048,torch-cuda-eager,3.173449,4.033178,3.603314,3.173449–4.033178,1.27091,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,0.845485,0.855754,0.850620,0.845485–0.855754,1.01215,5/7/0,5/7/0,0.0796191
   dense-64,cuda-cublas,0.914904,0.882532,0.898718,0.882532–0.914904,0.96462,5/7/0,5/7/0,0.0796191
   dense-64,torch-cuda-eager,3.070371,4.242339,3.656355,3.070371–4.242339,1.38170,5/7/0,5/7/0,0.0796191
   dense-256,cuda-native,0.849979,0.749111,0.799545,0.749111–0.849979,0.88133,4/6/0,4/6/0,0.209854
   dense-256,cuda-cublas,0.824145,0.735233,0.779689,0.735233–0.824145,0.89212,4/6/0,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.505869,3.196061,2.850965,2.505869–3.196061,1.27543,4/6/0,4/6/0,0.209854
   dense-1024,cuda-native,1.089965,0.908963,0.999464,0.908963–1.089965,0.83394,4/6/0,4/6/0,0.013684
   dense-1024,cuda-cublas,1.020124,0.846159,0.933142,0.846159–1.020124,0.82947,4/6/0,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.857379,3.405731,3.131555,2.857379–3.405731,1.19191,4/6/0,4/6/0,0.013684
   dense-2048,cuda-native,1.436353,1.336902,1.386627,1.336902–1.436353,0.93076,3/5/0,3/5/0,0.836412
   dense-2048,cuda-cublas,1.272604,1.249688,1.261146,1.249688–1.272604,0.98199,3/5/0,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.475239,3.843485,3.159362,2.475239–3.843485,1.55277,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.042558,0.990086,1.016322,0.990086–1.042558,0.94967,5/7/0,5/7/0,0.0796191
   dense-64,cuda-cublas,1.035708,1.054074,1.044891,1.035708–1.054074,1.01773,5/7/0,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.603616,4.293239,3.448428,2.603616–4.293239,1.64895,5/7/0,5/7/0,0.0796191
   dense-256,cuda-native,0.945291,0.881071,0.913181,0.881071–0.945291,0.93206,4/6/0,4/6/0,0.209854
   dense-256,cuda-cublas,0.966364,0.900671,0.933518,0.900671–0.966364,0.93202,4/6/0,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.459323,3.544773,3.002048,2.459323–3.544773,1.44136,4/6/0,4/6/0,0.209854
   dense-1024,cuda-native,1.246369,1.130578,1.188473,1.130578–1.246369,0.90710,4/6/0,4/6/0,0.013684
   dense-1024,cuda-cublas,1.176092,1.099299,1.137695,1.099299–1.176092,0.93470,4/6/0,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.319268,2.801404,2.560335,2.319268–2.801404,1.20788,4/6/0,4/6/0,0.013684
   dense-2048,cuda-native,1.660989,1.458502,1.559746,1.458502–1.660989,0.87809,3/5/0,3/5/0,0.836412
   dense-2048,cuda-cublas,1.488743,1.327604,1.408174,1.327604–1.488743,0.89176,3/5/0,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.516062,3.012647,2.764354,2.516062–3.012647,1.19737,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.100601,1.229872,1.165237,1.100601–1.229872,1.11746,5/7/0,5/7/0,0.0796191
   dense-64,cuda-cublas,1.158262,1.135809,1.147036,1.135809–1.158262,0.98062,5/7/0,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.556264,3.132474,2.844369,2.556264–3.132474,1.22541,5/7/0,5/7/0,0.0796191
   dense-256,cuda-native,0.951426,1.293198,1.122313,0.951426–1.293198,1.35922,4/6/0,4/6/0,0.209854
   dense-256,cuda-cublas,0.988239,0.934577,0.961408,0.934577–0.988239,0.94570,4/6/0,4/6/0,0.209854
   dense-256,torch-cuda-eager,1.928022,3.148795,2.538409,1.928022–3.148795,1.63317,4/6/0,4/6/0,0.209854
   dense-1024,cuda-native,1.345327,1.180954,1.263140,1.180954–1.345327,0.87782,4/6/0,4/6/0,0.013684
   dense-1024,cuda-cublas,1.189812,1.080414,1.135113,1.080414–1.189812,0.90805,4/6/0,4/6/0,0.013684
   dense-1024,torch-cuda-eager,2.093955,2.032537,2.063246,2.032537–2.093955,0.97067,4/6/0,4/6/0,0.013684
   dense-2048,cuda-native,1.622421,1.640928,1.631674,1.622421–1.640928,1.01141,3/5/0,3/5/0,0.836412
   dense-2048,cuda-cublas,1.499698,1.416413,1.458055,1.416413–1.499698,0.94447,3/5/0,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.190146,3.455147,2.822646,2.190146–3.455147,1.57759,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,1.208364,1.286409,1.247386,1.208364–1.286409,1.06459,5/7/0,5/7/0,0.0796191
   dense-64,cuda-cublas,1.246668,1.280185,1.263427,1.246668–1.280185,1.02689,5/7/0,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.575188,3.707629,3.141408,2.575188–3.707629,1.43975,5/7/0,5/7/0,0.0796191
   dense-256,cuda-native,1.073832,1.015043,1.044437,1.015043–1.073832,0.94525,4/6/0,4/6/0,0.209854
   dense-256,cuda-cublas,1.020030,1.026629,1.023330,1.020030–1.026629,1.00647,4/6/0,4/6/0,0.209854
   dense-256,torch-cuda-eager,1.987767,2.348249,2.168008,1.987767–2.348249,1.18135,4/6/0,4/6/0,0.209854
   dense-1024,cuda-native,1.335227,1.648956,1.492092,1.335227–1.648956,1.23496,4/6/0,4/6/0,0.013684
   dense-1024,cuda-cublas,1.212174,1.395776,1.303975,1.212174–1.395776,1.15146,4/6/0,4/6/0,0.013684
   dense-1024,torch-cuda-eager,1.888497,3.366410,2.627454,1.888497–3.366410,1.78259,4/6/0,4/6/0,0.013684
   dense-2048,cuda-native,1.637208,2.934849,2.286028,1.637208–2.934849,1.79259,3/5/0,3/5/0,0.836412
   dense-2048,cuda-cublas,1.473545,1.757233,1.615389,1.473545–1.757233,1.19252,3/5/0,3/5/0,0.836412
   dense-2048,torch-cuda-eager,1.968789,3.339254,2.654022,1.968789–3.339254,1.69609,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,0.700192,0.711565,0.705878,0.700192–0.711565,1.01624,5/7/0,5/7/0,0.0796191
   dense-64,cuda-cublas,0.739820,0.785729,0.762775,0.739820–0.785729,1.06205,5/7/0,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.053047,3.369981,2.711514,2.053047–3.369981,1.64145,5/7/0,5/7/0,0.0796191
   dense-256,cuda-native,0.629936,0.616184,0.623060,0.616184–0.629936,0.97817,4/6/0,4/6/0,0.209854
   dense-256,cuda-cublas,0.679684,0.625491,0.652587,0.625491–0.679684,0.92027,4/6/0,4/6/0,0.209854
   dense-256,torch-cuda-eager,1.709426,3.119823,2.414625,1.709426–3.119823,1.82507,4/6/0,4/6/0,0.209854
   dense-1024,cuda-native,0.916015,0.846924,0.881469,0.846924–0.916015,0.92457,4/6/0,4/6/0,0.013684
   dense-1024,cuda-cublas,0.802001,0.751275,0.776638,0.751275–0.802001,0.93675,4/6/0,4/6/0,0.013684
   dense-1024,torch-cuda-eager,1.739621,3.394673,2.567147,1.739621–3.394673,1.95139,4/6/0,4/6/0,0.013684
   dense-2048,cuda-native,1.315711,1.226647,1.271179,1.226647–1.315711,0.93231,3/5/0,3/5/0,0.836412
   dense-2048,cuda-cublas,1.157827,1.156524,1.157176,1.156524–1.157827,0.99888,3/5/0,3/5/0,0.836412
   dense-2048,torch-cuda-eager,1.775726,2.520533,2.148130,1.775726–2.520533,1.41944,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,0.963758,0.832795,0.898277,0.832795–0.963758,0.86411,5/7/0,5/7/0,0.0796191
   dense-64,cuda-cublas,0.954660,0.877113,0.915887,0.877113–0.954660,0.91877,5/7/0,5/7/0,0.0796191
   dense-64,torch-cuda-eager,2.306189,3.932992,3.119591,2.306189–3.932992,1.70541,5/7/0,5/7/0,0.0796191
   dense-256,cuda-native,0.849123,0.815497,0.832310,0.815497–0.849123,0.96040,4/6/0,4/6/0,0.209854
   dense-256,cuda-cublas,0.846487,0.777549,0.812018,0.777549–0.846487,0.91856,4/6/0,4/6/0,0.209854
   dense-256,torch-cuda-eager,2.059194,2.435077,2.247136,2.059194–2.435077,1.18254,4/6/0,4/6/0,0.209854
   dense-1024,cuda-native,1.112873,1.025444,1.069158,1.025444–1.112873,0.92144,4/6/0,4/6/0,0.013684
   dense-1024,cuda-cublas,0.975430,0.933422,0.954426,0.933422–0.975430,0.95693,4/6/0,4/6/0,0.013684
   dense-1024,torch-cuda-eager,1.706629,2.732900,2.219765,1.706629–2.732900,1.60134,4/6/0,4/6/0,0.013684
   dense-2048,cuda-native,1.357654,1.346030,1.351842,1.346030–1.357654,0.99144,3/5/0,3/5/0,0.836412
   dense-2048,cuda-cublas,1.212064,1.468479,1.340271,1.212064–1.468479,1.21155,3/5/0,3/5/0,0.836412
   dense-2048,torch-cuda-eager,2.180013,2.509307,2.344660,2.180013–2.509307,1.15105,3/5/0,3/5/0,0.836412

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,3.953743,4.717627,4.335685,3.953743–4.717627,1.19321,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,7.355117,10.348081,8.851599,7.355117–10.348081,1.40692,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,16.913905,20.837297,18.875601,16.913905–20.837297,1.23196,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,31.899965,43.347961,37.623963,31.899965–43.347961,1.35887,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,25.688656,34.220827,29.954742,25.688656–34.220827,1.33214,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,50.394022,73.328787,61.861404,50.394022–73.328787,1.45511,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,94.898618,110.348978,102.623798,94.898618–110.348978,1.16281,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,177.399956,232.904719,205.152337,177.399956–232.904719,1.31288,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,4.244235,4.621861,4.433048,4.244235–4.621861,1.08897,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,7.872612,8.022695,7.947654,7.872612–8.022695,1.01906,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,18.152743,19.140128,18.646436,18.152743–19.140128,1.05439,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,33.736421,35.961598,34.849009,33.736421–35.961598,1.06596,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,29.228119,33.258806,31.243462,29.228119–33.258806,1.13790,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,50.970216,60.898240,55.934228,50.970216–60.898240,1.19478,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,97.880626,101.488349,99.684488,97.880626–101.488349,1.03686,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,168.169475,182.547550,175.358512,168.169475–182.547550,1.08550,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,2.746244,3.081659,2.913952,2.746244–3.081659,1.12214,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,8.551004,8.053496,8.302250,8.053496–8.551004,0.94182,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,11.406969,11.678496,11.542732,11.406969–11.678496,1.02380,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,35.533563,34.430961,34.982262,34.430961–35.533563,0.96897,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,19.594797,20.419591,20.007194,19.594797–20.419591,1.04209,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,55.734679,59.334093,57.534386,55.734679–59.334093,1.06458,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,59.233131,58.357758,58.795445,58.357758–59.233131,0.98522,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,170.522150,178.278238,174.400194,170.522150–178.278238,1.04548,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,2.781807,3.807233,3.294520,2.781807–3.807233,1.36862,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,7.991185,9.002421,8.496803,7.991185–9.002421,1.12654,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,13.185258,13.932885,13.559072,13.185258–13.932885,1.05670,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,32.510807,34.634734,33.572770,32.510807–34.634734,1.06533,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,22.069748,21.387733,21.728741,21.387733–22.069748,0.96910,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,53.386456,56.340207,54.863332,53.386456–56.340207,1.05533,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,64.888992,71.115094,68.002043,64.888992–71.115094,1.09595,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,165.964238,177.738149,171.851193,165.964238–177.738149,1.07094,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,3.294605,4.273883,3.784244,3.294605–4.273883,1.29724,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,7.365749,8.682055,8.023902,7.365749–8.682055,1.17871,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,15.529962,18.812184,17.171073,15.529962–18.812184,1.21135,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,30.731232,36.712390,33.721811,30.731232–36.712390,1.19463,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,29.737540,32.205709,30.971624,29.737540–32.205709,1.08300,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,60.325650,63.188332,61.756991,60.325650–63.188332,1.04745,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,90.492998,95.864689,93.178843,90.492998–95.864689,1.05936,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,184.162988,187.776252,185.969620,184.162988–187.776252,1.01962,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,3.216565,4.646031,3.931298,3.216565–4.646031,1.44441,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,6.016868,8.051934,7.034401,6.016868–8.051934,1.33823,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,16.567733,20.368270,18.468001,16.567733–20.368270,1.22939,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,28.413035,35.002530,31.707782,28.413035–35.002530,1.23192,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,30.563132,33.844918,32.204025,30.563132–33.844918,1.10738,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,58.021315,59.019449,58.520381,58.021315–59.019449,1.01720,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,98.006164,98.418248,98.212206,98.006164–98.418248,1.00420,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,176.159762,177.530202,176.844982,176.159762–177.530202,1.00778,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,2.229884,3.161645,2.695764,2.229884–3.161645,1.41785,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,6.274695,8.693394,7.484045,6.274695–8.693394,1.38547,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,9.609951,12.174289,10.892120,9.609951–12.174289,1.26684,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,30.830132,41.018459,35.924295,30.830132–41.018459,1.33047,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,20.370172,22.673516,21.521844,20.370172–22.673516,1.11307,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,57.848404,69.496796,63.672600,57.848404–69.496796,1.20136,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,56.628636,63.274212,59.951424,56.628636–63.274212,1.11735,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,163.070205,195.047746,179.058976,163.070205–195.047746,1.19610,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,2.887554,3.858990,3.373273,2.887554–3.858990,1.33642,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,6.995171,9.676348,8.335759,6.995171–9.676348,1.38329,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,12.904003,15.914087,14.409045,12.904003–15.914087,1.23327,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,32.707009,41.356045,37.031527,32.707009–41.356045,1.26444,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,22.608746,24.336211,23.472479,22.608746–24.336211,1.07641,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,54.821064,63.090511,58.955787,54.821064–63.090511,1.15084,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,62.779173,85.011376,73.895275,62.779173–85.011376,1.35413,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,160.153200,216.942203,188.547701,160.153200–216.942203,1.35459,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,3.584310,3.568328,3.576319,3.568328–3.584310,0.99554,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,8.749085,8.439835,8.594460,8.439835–8.749085,0.96465,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,17.305524,17.319091,17.312307,17.305524–17.319091,1.00078,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,34.791559,32.760638,33.776099,32.760638–34.791559,0.94163,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,26.222099,29.567733,27.894916,26.222099–29.567733,1.12759,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,52.335146,56.737377,54.536262,52.335146–56.737377,1.08412,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,91.015559,104.978035,97.996797,91.015559–104.978035,1.15341,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,180.596931,213.472688,197.034809,180.596931–213.472688,1.18204,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,3.764217,4.204262,3.984239,3.764217–4.204262,1.11690,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,8.015558,7.537138,7.776348,7.537138–8.015558,0.94031,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,19.228953,18.897620,19.063286,18.897620–19.228953,0.98277,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,33.599140,33.244187,33.421664,33.244187–33.599140,0.98944,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,29.169411,31.173750,30.171580,29.169411–31.173750,1.06871,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,50.858056,55.277383,53.067719,50.858056–55.277383,1.08690,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,95.524874,99.062365,97.293620,95.524874–99.062365,1.03703,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,169.280975,176.818739,173.049857,169.280975–176.818739,1.04453,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,2.554952,3.491200,3.023076,2.554952–3.491200,1.36644,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,6.634130,10.967757,8.800943,6.634130–10.967757,1.65323,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,12.536847,12.700103,12.618475,12.536847–12.700103,1.01302,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,34.718755,43.348422,39.033588,34.718755–43.348422,1.24856,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,20.915987,21.325647,21.120817,20.915987–21.325647,1.01959,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,66.227778,67.798339,67.013059,66.227778–67.798339,1.02371,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,58.131022,66.314677,62.222849,58.131022–66.314677,1.14078,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,179.162864,195.428486,187.295675,179.162864–195.428486,1.09079,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,2.770839,4.090912,3.430875,2.770839–4.090912,1.47642,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,8.105996,9.519314,8.812655,8.105996–9.519314,1.17435,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,14.651304,13.426947,14.039126,13.426947–14.651304,0.91643,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,36.823327,36.787711,36.805519,36.787711–36.823327,0.99903,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,20.508901,21.126666,20.817783,20.508901–21.126666,1.03012,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,55.073205,56.346044,55.709625,55.073205–56.346044,1.02311,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,66.140225,76.657533,71.398878,66.140225–76.657533,1.15902,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,179.366487,202.587875,190.977181,179.366487–202.587875,1.12946,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,6.035025,6.562690,6.298857,6.035025–6.562690,1.08743,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,12.011012,13.388789,12.699901,12.011012–13.388789,1.11471,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,27.466591,28.715248,28.090919,27.466591–28.715248,1.04546,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,55.954591,54.059474,55.007032,54.059474–55.954591,0.96613,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,42.811315,47.084229,44.947772,42.811315–47.084229,1.09981,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,82.667100,88.067149,85.367125,82.667100–88.067149,1.06532,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,141.578713,143.568547,142.573630,141.578713–143.568547,1.01405,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,272.012573,268.529765,270.271169,268.529765–272.012573,0.98720,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,5.787070,7.655898,6.721484,5.787070–7.655898,1.32293,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,11.705145,13.846998,12.776071,11.705145–13.846998,1.18298,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,29.412704,31.246613,30.329659,29.412704–31.246613,1.06235,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,53.340626,54.200255,53.770440,53.340626–54.200255,1.01612,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,46.100887,50.652257,48.376572,46.100887–50.652257,1.09873,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,80.278444,87.073440,83.675942,80.278444–87.073440,1.08464,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,139.592426,143.426254,141.509340,139.592426–143.426254,1.02746,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,254.771085,253.280522,254.025804,253.280522–254.771085,0.99415,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,4.947540,3.532037,4.239789,3.532037–4.947540,0.71390,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,14.779913,12.112031,13.445972,12.112031–14.779913,0.81949,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,14.124313,13.699250,13.911781,13.699250–14.124313,0.96991,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,56.257556,49.576687,52.917122,49.576687–56.257556,0.88124,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,22.060816,22.379646,22.220231,22.060816–22.379646,1.01445,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,84.186624,84.622657,84.404640,84.186624–84.622657,1.00518,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,66.606074,64.798519,65.702296,64.798519–66.606074,0.97286,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,251.230685,251.391302,251.310994,251.230685–251.391302,1.00064,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,5.346497,4.681710,5.014104,4.681710–5.346497,0.87566,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,11.738956,11.522951,11.630954,11.522951–11.738956,0.98160,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,18.721540,19.300241,19.010891,18.721540–19.300241,1.03091,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,47.962210,49.322097,48.642154,47.962210–49.322097,1.02835,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,32.477410,31.169103,31.823257,31.169103–32.477410,0.95972,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,85.151085,82.534400,83.842742,82.534400–85.151085,0.96927,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,89.690601,96.727630,93.209115,89.690601–96.727630,1.07846,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,247.188594,255.565050,251.376822,247.188594–255.565050,1.03389,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,5.280696,6.282028,5.781362,5.280696–6.282028,1.18962,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,10.457569,12.563257,11.510413,10.457569–12.563257,1.20136,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,24.510977,28.044778,26.277877,24.510977–28.044778,1.14417,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,46.531264,53.072088,49.801676,46.531264–53.072088,1.14057,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,44.206047,46.665703,45.435875,44.206047–46.665703,1.05564,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,88.448246,88.831050,88.639648,88.448246–88.831050,1.00433,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,139.878559,142.400483,141.139521,139.878559–142.400483,1.01803,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,268.676754,267.662949,268.169851,267.662949–268.676754,0.99623,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,5.472203,5.820461,5.646332,5.472203–5.820461,1.06364,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,11.245523,10.586750,10.916137,10.586750–11.245523,0.94142,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,26.350228,27.126385,26.738306,26.350228–27.126385,1.02946,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,45.614617,47.658152,46.636384,45.614617–47.658152,1.04480,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,49.163685,47.164921,48.164303,47.164921–49.163685,0.95934,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,88.033161,86.147953,87.090557,86.147953–88.033161,0.97859,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,146.091064,135.413295,140.752179,135.413295–146.091064,0.92691,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,261.315197,250.598789,255.956993,250.598789–261.315197,0.95899,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,2.828651,3.405320,3.116985,2.828651–3.405320,1.20387,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,10.240820,12.419360,11.330090,10.240820–12.419360,1.21273,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,12.967400,13.771199,13.369300,12.967400–13.771199,1.06199,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,46.813300,51.142533,48.977916,46.813300–51.142533,1.09248,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,23.628617,23.486203,23.557410,23.486203–23.628617,0.99397,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,83.214690,91.172123,87.193406,83.214690–91.172123,1.09563,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,65.979955,62.335443,64.157699,62.335443–65.979955,0.94476,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,255.476547,233.824466,244.650506,233.824466–255.476547,0.91525,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,5.233687,5.051183,5.142435,5.051183–5.233687,0.96513,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,10.596666,13.184437,11.890552,10.596666–13.184437,1.24421,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,18.854922,20.088579,19.471750,18.854922–20.088579,1.06543,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,50.810088,55.564001,53.187044,50.810088–55.564001,1.09356,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,29.843491,32.086285,30.964888,29.843491–32.086285,1.07515,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,83.056647,84.061596,83.559122,83.056647–84.061596,1.01210,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,85.757809,96.430026,91.093918,85.757809–96.430026,1.12445,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,241.649061,249.169315,245.409188,241.649061–249.169315,1.03112,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,6.082927,6.335427,6.209177,6.082927–6.335427,1.04151,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,10.996603,12.648387,11.822495,10.996603–12.648387,1.15021,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,23.852525,28.832306,26.342416,23.852525–28.832306,1.20877,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,45.244993,55.609572,50.427282,45.244993–55.609572,1.22908,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,42.337661,47.919774,45.128718,42.337661–47.919774,1.13185,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,84.630370,89.535370,87.082870,84.630370–89.535370,1.05796,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,131.171696,143.354480,137.263089,131.171696–143.354480,1.09288,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,258.471665,268.862844,263.667255,258.471665–268.862844,1.04020,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,7.040244,6.163361,6.601803,6.163361–7.040244,0.87545,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,12.089534,12.479989,12.284762,12.089534–12.479989,1.03230,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,28.359338,30.373946,29.366642,28.359338–30.373946,1.07104,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,49.788010,57.235532,53.511771,49.788010–57.235532,1.14958,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,46.451634,47.616325,47.033980,46.451634–47.616325,1.02507,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,81.125938,86.340947,83.733442,81.125938–86.340947,1.06428,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,136.017871,140.279597,138.148734,136.017871–140.279597,1.03133,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,250.928659,252.543195,251.735927,250.928659–252.543195,1.00643,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,2.819551,2.698812,2.759181,2.698812–2.819551,0.95718,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,11.021698,10.051138,10.536418,10.051138–11.021698,0.91194,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,13.824635,13.143394,13.484014,13.143394–13.824635,0.95072,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,53.407184,46.030048,49.718616,46.030048–53.407184,0.86187,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,23.870569,23.209375,23.539972,23.209375–23.870569,0.97230,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,86.487411,86.747124,86.617267,86.487411–86.747124,1.00300,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,62.574328,77.347886,69.961106,62.574328–77.347886,1.23610,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,229.047147,292.253636,260.650392,229.047147–292.253636,1.27595,627/641/12,627/641/12,0.989568

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,3.755644,4.208307,3.981976,3.755644–4.208307,1.12053,26/28/0,26/28/0,0.579621
   poisson-8,torch-cuda-eager,12.615665,10.113402,11.364534,10.113402–12.615665,0.80165,26/28/0,26/28/0,0.579621
   poisson-32,cuda-native,17.715136,18.926738,18.320937,17.715136–18.926738,1.06839,118/122/2,118/122/2,0.840189
   poisson-32,torch-cuda-eager,46.858942,45.112741,45.985841,45.112741–46.858942,0.96273,118/122/2,118/122/2,0.840189
   poisson-64,cuda-native,31.788029,32.037858,31.912944,31.788029–32.037858,1.00786,201/207/4,201/207/4,0.907427
   poisson-64,torch-cuda-eager,79.105656,77.874949,78.490303,77.874949–79.105656,0.98444,201/207/4,201/207/4,0.907427
   poisson-128,cuda-native,88.603889,87.894880,88.249385,87.894880–88.603889,0.99200,627/641/12,627/641/12,0.989568
   poisson-128,torch-cuda-eager,246.151021,229.086099,237.618560,229.086099–246.151021,0.93067,627/641/12,627/641/12,0.989568

.. csv-table:: cpu-release-sparse-solvers-none-api-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   scaled-poisson-2d-16,native-cg,0.540315,0.509646,0.524980,0.509646–0.540315,0.94324,597/610/11,597/610/11,0.970433
   scaled-poisson-2d-16,native-pcg,0.090324,0.078952,0.084638,0.078952–0.090324,0.87410,48/50/0,48/50/0,0.91593
   scaled-poisson-2d-16,scipy-cg,3.452895,2.817445,3.135169,2.817445–3.452895,0.81597,276/277/unknown,276/277/unknown,0.846418
   scaled-poisson-2d-16,scipy-pcg,0.779270,0.597607,0.688439,0.597607–0.779270,0.76688,48/49/unknown,48/49/unknown,0.91593
   scaled-poisson-2d-16,scipy-lu-total,0.464093,0.376990,0.420542,0.376990–0.464093,0.81232,0/1/unknown,0/1/unknown,1.56573e-08
   scaled-poisson-2d-16,scipy-lu-reuse,0.048341,0.040738,0.044539,0.040738–0.048341,0.84272,0/1/unknown,0/1/unknown,1.56573e-08
   scaled-poisson-2d-32,native-cg,5.357972,5.110451,5.234211,5.110451–5.357972,0.95380,1799/1836/35,1799/1836/35,0.976976
   scaled-poisson-2d-32,native-pcg,0.490270,0.465460,0.477865,0.465460–0.490270,0.94940,118/122/2,118/122/2,0.909328
   scaled-poisson-2d-32,scipy-cg,9.757430,9.161723,9.459577,9.161723–9.757430,0.93895,633/634/unknown,633/634/unknown,0.899425
   scaled-poisson-2d-32,scipy-pcg,1.792880,1.564355,1.678617,1.564355–1.792880,0.87254,90/91/unknown,90/91/unknown,0.843882
   scaled-poisson-2d-32,scipy-lu-total,1.798096,1.625509,1.711803,1.625509–1.798096,0.90402,0/1/unknown,0/1/unknown,2.13506e-08
   scaled-poisson-2d-32,scipy-lu-reuse,0.159632,0.142963,0.151298,0.142963–0.159632,0.89558,0/1/unknown,0/1/unknown,2.13506e-08
   scaled-poisson-3d-6,native-cg,0.230403,0.227951,0.229177,0.227951–0.230403,0.98936,253/260/5,253/260/5,0.876984
   scaled-poisson-3d-6,native-pcg,0.058702,0.053323,0.056012,0.053323–0.058702,0.90835,24/26/0,24/26/0,0.71185
   scaled-poisson-3d-6,scipy-cg,2.287034,1.939069,2.113052,1.939069–2.287034,0.84785,180/181/unknown,180/181/unknown,0.837854
   scaled-poisson-3d-6,scipy-pcg,0.433889,0.355990,0.394940,0.355990–0.433889,0.82046,24/25/unknown,24/25/unknown,0.71185
   scaled-poisson-3d-6,scipy-lu-total,0.467514,0.446949,0.457232,0.446949–0.467514,0.95601,0/1/unknown,0/1/unknown,1.87121e-08
   scaled-poisson-3d-6,scipy-lu-reuse,0.042679,0.043706,0.043192,0.042679–0.043706,1.02408,0/1/unknown,0/1/unknown,1.87121e-08
   scaled-poisson-3d-10,native-cg,1.465734,1.385318,1.425526,1.385318–1.465734,0.94514,387/396/7,387/396/7,0.977579
   scaled-poisson-3d-10,native-pcg,0.237123,0.219336,0.228230,0.219336–0.237123,0.92499,37/39/0,37/39/0,0.956242
   scaled-poisson-3d-10,scipy-cg,4.832266,4.346442,4.589354,4.346442–4.832266,0.89946,296/297/unknown,296/297/unknown,0.995554
   scaled-poisson-3d-10,scipy-pcg,0.825701,0.715741,0.770721,0.715741–0.825701,0.86683,37/38/unknown,37/38/unknown,0.956242
   scaled-poisson-3d-10,scipy-lu-total,3.852787,3.749750,3.801268,3.749750–3.852787,0.97326,0/1/unknown,0/1/unknown,3.15518e-08
   scaled-poisson-3d-10,scipy-lu-reuse,0.254467,0.223181,0.238824,0.223181–0.254467,0.87705,0/1/unknown,0/1/unknown,3.15518e-08
   poisson-2d-16-neutral,native-cg,0.068027,0.064299,0.066163,0.064299–0.068027,0.94521,51/54/1,51/54/1,0.602546
   poisson-2d-16-neutral,native-pcg,0.079220,0.074203,0.076712,0.074203–0.079220,0.93667,51/54/1,51/54/1,0.602546
   poisson-2d-16-neutral,scipy-cg,0.587584,0.548385,0.567985,0.548385–0.587584,0.93329,51/52/unknown,51/52/unknown,0.568679
   poisson-2d-16-neutral,scipy-pcg,0.638450,0.608937,0.623694,0.608937–0.638450,0.95377,51/52/unknown,51/52/unknown,0.568679
   poisson-2d-16-neutral,scipy-lu-total,0.328688,0.319582,0.324135,0.319582–0.328688,0.97229,0/1/unknown,0/1/unknown,1.84387e-08
   poisson-2d-16-neutral,scipy-lu-reuse,0.030441,0.027878,0.029160,0.027878–0.030441,0.91580,0/1/unknown,0/1/unknown,1.84387e-08

.. csv-table:: cpu-release-sparse-solvers-none-prepared-fused1-host-standard
   :class: benchmark-results
   :header-rows: 1

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   scaled-poisson-2d-16,native-cg,0.527486,0.541096,0.534291,0.527486–0.541096,1.02580,597/610/11,597/610/11,0.970433
   scaled-poisson-2d-16,native-pcg,0.063289,0.065503,0.064396,0.063289–0.065503,1.03497,48/50/0,48/50/0,0.91593
   scaled-poisson-2d-16,scipy-cg,3.037864,3.567491,3.302678,3.037864–3.567491,1.17434,276/277/unknown,276/277/unknown,0.846418
   scaled-poisson-2d-16,scipy-pcg,0.620471,0.711698,0.666085,0.620471–0.711698,1.14703,48/49/unknown,48/49/unknown,0.91593
   scaled-poisson-2d-16,scipy-lu-total,0.404210,0.417321,0.410766,0.404210–0.417321,1.03243,0/1/unknown,0/1/unknown,1.56573e-08
   scaled-poisson-2d-16,scipy-lu-reuse,0.044775,0.037950,0.041362,0.037950–0.044775,0.84758,0/1/unknown,0/1/unknown,1.56573e-08
   scaled-poisson-2d-32,native-cg,5.252187,5.480167,5.366177,5.252187–5.480167,1.04341,1799/1836/35,1799/1836/35,0.976976
   scaled-poisson-2d-32,native-pcg,0.430709,0.451020,0.440864,0.430709–0.451020,1.04716,118/122/2,118/122/2,0.909328
   scaled-poisson-2d-32,scipy-cg,9.515899,10.163721,9.839810,9.515899–10.163721,1.06808,633/634/unknown,633/634/unknown,0.899425
   scaled-poisson-2d-32,scipy-pcg,1.548851,1.863441,1.706146,1.548851–1.863441,1.20311,90/91/unknown,90/91/unknown,0.843882
   scaled-poisson-2d-32,scipy-lu-total,1.722085,1.795265,1.758676,1.722085–1.795265,1.04249,0/1/unknown,0/1/unknown,2.13506e-08
   scaled-poisson-2d-32,scipy-lu-reuse,0.140542,0.152098,0.146320,0.140542–0.152098,1.08222,0/1/unknown,0/1/unknown,2.13506e-08
   scaled-poisson-3d-6,native-cg,0.228518,0.209127,0.218823,0.209127–0.228518,0.91515,253/260/5,253/260/5,0.876984
   scaled-poisson-3d-6,native-pcg,0.041787,0.033378,0.037583,0.033378–0.041787,0.79877,24/26/0,24/26/0,0.71185
   scaled-poisson-3d-6,scipy-cg,2.205907,2.062259,2.134083,2.062259–2.205907,0.93488,180/181/unknown,180/181/unknown,0.837854
   scaled-poisson-3d-6,scipy-pcg,0.396861,0.337989,0.367425,0.337989–0.396861,0.85166,24/25/unknown,24/25/unknown,0.71185
   scaled-poisson-3d-6,scipy-lu-total,0.480862,0.447151,0.464007,0.447151–0.480862,0.92990,0/1/unknown,0/1/unknown,1.87121e-08
   scaled-poisson-3d-6,scipy-lu-reuse,0.042703,0.037483,0.040093,0.037483–0.042703,0.87775,0/1/unknown,0/1/unknown,1.87121e-08
   scaled-poisson-3d-10,native-cg,1.390527,1.444487,1.417507,1.390527–1.444487,1.03881,387/396/7,387/396/7,0.977579
   scaled-poisson-3d-10,native-pcg,0.198955,0.192011,0.195483,0.192011–0.198955,0.96510,37/39/0,37/39/0,0.956242
   scaled-poisson-3d-10,scipy-cg,4.399309,5.144191,4.771750,4.399309–5.144191,1.16932,296/297/unknown,296/297/unknown,0.995554
   scaled-poisson-3d-10,scipy-pcg,0.707151,0.821299,0.764225,0.707151–0.821299,1.16142,37/38/unknown,37/38/unknown,0.956242
   scaled-poisson-3d-10,scipy-lu-total,4.068103,3.912151,3.990127,3.912151–4.068103,0.96166,0/1/unknown,0/1/unknown,3.15518e-08
   scaled-poisson-3d-10,scipy-lu-reuse,0.268369,0.222356,0.245362,0.222356–0.268369,0.82855,0/1/unknown,0/1/unknown,3.15518e-08
   poisson-2d-16-neutral,native-cg,0.058151,0.055947,0.057049,0.055947–0.058151,0.96210,51/54/1,51/54/1,0.602546
   poisson-2d-16-neutral,native-pcg,0.068784,0.064393,0.066589,0.064393–0.068784,0.93616,51/54/1,51/54/1,0.602546
   poisson-2d-16-neutral,scipy-cg,0.650528,0.661938,0.656233,0.650528–0.661938,1.01754,51/52/unknown,51/52/unknown,0.568679
   poisson-2d-16-neutral,scipy-pcg,0.684202,0.741460,0.712831,0.684202–0.741460,1.08369,51/52/unknown,51/52/unknown,0.568679
   poisson-2d-16-neutral,scipy-lu-total,0.350553,0.334319,0.342436,0.334319–0.350553,0.95369,0/1/unknown,0/1/unknown,1.84387e-08
   poisson-2d-16-neutral,scipy-lu-reuse,0.041790,0.032015,0.036902,0.032015–0.041790,0.76610,0/1/unknown,0/1/unknown,1.84387e-08

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.075526,0.076386,0.075956,0.075526–0.076386,1.01139,49/99/0,49/99/0,0.806601
   dense-64,numpy-out,0.355329,0.393456,0.374393,0.355329–0.393456,1.10730,50/101/0,50/101/0,0.58563
   dense-64,torch-eager-out,0.572473,0.700849,0.636661,0.572473–0.700849,1.22425,49/99/0,49/99/0,0.794401
   dense-256,native,0.854576,0.933584,0.894080,0.854576–0.933584,1.09245,65/131/0,65/131/0,0.872577
   dense-256,numpy-out,1.288893,1.170424,1.229658,1.170424–1.288893,0.90808,65/131/0,65/131/0,0.87045
   dense-256,torch-eager-out,1.740414,1.744859,1.742636,1.740414–1.744859,1.00255,65/131/0,65/131/0,0.87147
   dense-1024,native,18.200619,18.727834,18.464226,18.200619–18.727834,1.02897,69/139/0,69/139/0,0.857221
   dense-1024,numpy-out,18.962416,19.257212,19.109814,18.962416–19.257212,1.01555,69/139/0,69/139/0,0.857221
   dense-1024,torch-eager-out,21.626458,21.198346,21.412402,21.198346–21.626458,0.98020,69/139/0,69/139/0,0.857221
   dense-2048,native,265.156690,176.340029,220.748359,176.340029–265.156690,0.66504,68/137/0,68/137/0,0.981309
   dense-2048,numpy-out,214.930511,140.652107,177.791309,140.652107–214.930511,0.65441,68/137/0,68/137/0,0.981309
   dense-2048,torch-eager-out,222.062926,147.412578,184.737752,147.412578–222.062926,0.66383,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.076808,0.086728,0.081768,0.076808–0.086728,1.12915,49/99/0,49/99/0,0.806601
   dense-64,numpy-out,0.363799,0.405274,0.384536,0.363799–0.405274,1.11401,50/101/0,50/101/0,0.58563
   dense-64,torch-eager-out,0.598097,0.733355,0.665726,0.598097–0.733355,1.22615,49/99/0,49/99/0,0.794401
   dense-256,native,0.823718,0.940097,0.881907,0.823718–0.940097,1.14128,65/131/0,65/131/0,0.872577
   dense-256,numpy-out,1.153471,1.179446,1.166458,1.153471–1.179446,1.02252,65/131/0,65/131/0,0.87045
   dense-256,torch-eager-out,1.579496,1.730778,1.655137,1.579496–1.730778,1.09578,65/131/0,65/131/0,0.87147
   dense-1024,native,17.626695,17.833135,17.729915,17.626695–17.833135,1.01171,69/139/0,69/139/0,0.857221
   dense-1024,numpy-out,18.206387,18.357799,18.282093,18.206387–18.357799,1.00832,69/139/0,69/139/0,0.857221
   dense-1024,torch-eager-out,20.672598,20.897218,20.784908,20.672598–20.897218,1.01087,69/139/0,69/139/0,0.857221
   dense-2048,native,238.225234,187.436127,212.830680,187.436127–238.225234,0.78680,68/137/0,68/137/0,0.981309
   dense-2048,numpy-out,201.765538,157.789767,179.777652,157.789767–201.765538,0.78205,68/137/0,68/137/0,0.981309
   dense-2048,torch-eager-out,206.126297,161.241090,183.683694,161.241090–206.126297,0.78224,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.063572,0.063107,0.063340,0.063107–0.063572,0.99269,49/99/0,49/99/0,0.806601
   dense-64,numpy-out,0.407278,0.344618,0.375948,0.344618–0.407278,0.84615,50/101/0,50/101/0,0.58563
   dense-64,torch-eager-out,0.745959,0.624228,0.685093,0.624228–0.745959,0.83681,49/99/0,49/99/0,0.794401
   dense-256,native,0.899914,0.813919,0.856917,0.813919–0.899914,0.90444,65/131/0,65/131/0,0.872577
   dense-256,numpy-out,1.215186,0.992349,1.103768,0.992349–1.215186,0.81662,65/131/0,65/131/0,0.87045
   dense-256,torch-eager-out,1.707940,1.407105,1.557523,1.407105–1.707940,0.82386,65/131/0,65/131/0,0.87147
   dense-1024,native,23.129680,22.385730,22.757705,22.385730–23.129680,0.96784,69/139/0,69/139/0,0.857221
   dense-1024,numpy-out,22.677536,22.412682,22.545109,22.412682–22.677536,0.98832,69/139/0,69/139/0,0.857221
   dense-1024,torch-eager-out,25.659066,25.170625,25.414846,25.170625–25.659066,0.98096,69/139/0,69/139/0,0.857221
   dense-2048,native,288.415259,275.239150,281.827204,275.239150–288.415259,0.95432,68/137/0,68/137/0,0.981309
   dense-2048,numpy-out,208.238326,163.781269,186.009797,163.781269–208.238326,0.78651,68/137/0,68/137/0,0.981309
   dense-2048,torch-eager-out,256.666399,233.128121,244.897260,233.128121–256.666399,0.90829,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.069525,0.072135,0.070830,0.069525–0.072135,1.03753,49/99/0,49/99/0,0.806601
   dense-64,numpy-out,0.454870,0.380735,0.417803,0.380735–0.454870,0.83702,50/101/0,50/101/0,0.58563
   dense-64,torch-eager-out,0.753866,0.666941,0.710404,0.666941–0.753866,0.88470,49/99/0,49/99/0,0.794401
   dense-256,native,0.967390,0.925697,0.946543,0.925697–0.967390,0.95690,65/131/0,65/131/0,0.872577
   dense-256,numpy-out,1.276153,1.144662,1.210408,1.144662–1.276153,0.89696,65/131/0,65/131/0,0.87045
   dense-256,torch-eager-out,1.815807,1.687615,1.751711,1.687615–1.815807,0.92940,65/131/0,65/131/0,0.87147
   dense-1024,native,25.146526,23.275253,24.210890,23.275253–25.146526,0.92559,69/139/0,69/139/0,0.857221
   dense-1024,numpy-out,25.341439,21.586662,23.464051,21.586662–25.341439,0.85183,69/139/0,69/139/0,0.857221
   dense-1024,torch-eager-out,27.263365,25.032059,26.147712,25.032059–27.263365,0.91816,69/139/0,69/139/0,0.857221
   dense-2048,native,312.613569,271.085460,291.849515,271.085460–312.613569,0.86716,68/137/0,68/137/0,0.981309
   dense-2048,numpy-out,188.092073,165.303695,176.697884,165.303695–188.092073,0.87884,68/137/0,68/137/0,0.981309
   dense-2048,torch-eager-out,257.133709,226.047132,241.590420,226.047132–257.133709,0.87910,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.025888,0.037793,0.031841,0.025888–0.037793,1.45987,26/53/0,26/53/0,0.579621
   poisson-8,scipy-out,0.282025,0.326251,0.304138,0.282025–0.326251,1.15681,26/53/0,26/53/0,0.579621
   poisson-8,torch-eager-out,0.384593,0.447713,0.416152,0.384593–0.447713,1.16412,26/53/0,26/53/0,0.579621
   poisson-32,native,0.571566,0.595373,0.583470,0.571566–0.595373,1.04165,92/185/0,92/185/0,0.838111
   poisson-32,scipy-out,1.814388,1.872279,1.843333,1.814388–1.872279,1.03191,92/185/0,92/185/0,0.838111
   poisson-32,torch-eager-out,1.807854,1.926121,1.866988,1.807854–1.926121,1.06542,92/185/0,92/185/0,0.838111
   poisson-64,native,4.030408,3.723670,3.877039,3.723670–4.030408,0.92389,174/349/0,174/349/0,0.912222
   poisson-64,scipy-out,7.887348,7.252446,7.569897,7.252446–7.887348,0.91950,174/349/0,174/349/0,0.912222
   poisson-64,torch-eager-out,6.375985,5.799221,6.087603,5.799221–6.375985,0.90954,174/349/0,174/349/0,0.912222
   poisson-128,native,28.876676,29.077000,28.976838,28.876676–29.077000,1.00694,325/651/0,325/651/0,0.986874
   poisson-128,scipy-out,47.889901,47.669632,47.779767,47.669632–47.889901,0.99540,325/651/0,325/651/0,0.986874
   poisson-128,torch-eager-out,37.182795,39.554601,38.368698,37.182795–39.554601,1.06379,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.034314,0.029652,0.031983,0.029652–0.034314,0.86415,26/53/0,26/53/0,0.579621
   poisson-8,scipy-out,0.278006,0.288453,0.283230,0.278006–0.288453,1.03758,26/53/0,26/53/0,0.579621
   poisson-8,torch-eager-out,0.374628,0.419604,0.397116,0.374628–0.419604,1.12006,26/53/0,26/53/0,0.579621
   poisson-32,native,0.630104,0.604568,0.617336,0.604568–0.630104,0.95947,92/185/0,92/185/0,0.838111
   poisson-32,scipy-out,1.752155,1.674101,1.713128,1.674101–1.752155,0.95545,92/185/0,92/185/0,0.838111
   poisson-32,torch-eager-out,1.692020,1.663523,1.677771,1.663523–1.692020,0.98316,92/185/0,92/185/0,0.838111
   poisson-64,native,4.455230,4.509729,4.482480,4.455230–4.509729,1.01223,174/349/0,174/349/0,0.912222
   poisson-64,scipy-out,7.873838,8.135143,8.004491,7.873838–8.135143,1.03319,174/349/0,174/349/0,0.912222
   poisson-64,torch-eager-out,6.145550,6.486226,6.315888,6.145550–6.486226,1.05543,174/349/0,174/349/0,0.912222
   poisson-128,native,35.073333,34.235278,34.654306,34.235278–35.073333,0.97611,325/651/0,325/651/0,0.986874
   poisson-128,scipy-out,50.696345,50.212910,50.454627,50.212910–50.696345,0.99046,325/651/0,325/651/0,0.986874
   poisson-128,torch-eager-out,38.566743,39.043943,38.805343,38.566743–39.043943,1.01237,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.018556,0.021101,0.019829,0.018556–0.021101,1.13718,26/53/0,26/53/0,0.579621
   poisson-8,scipy-out,0.271947,0.309154,0.290550,0.271947–0.309154,1.13682,26/53/0,26/53/0,0.579621
   poisson-8,torch-eager-out,0.396383,0.408562,0.402472,0.396383–0.408562,1.03073,26/53/0,26/53/0,0.579621
   poisson-32,native,0.562887,0.569357,0.566122,0.562887–0.569357,1.01149,92/185/0,92/185/0,0.838111
   poisson-32,scipy-out,2.098988,1.845131,1.972060,1.845131–2.098988,0.87906,92/185/0,92/185/0,0.838111
   poisson-32,torch-eager-out,2.012640,1.882794,1.947717,1.882794–2.012640,0.93548,92/185/0,92/185/0,0.838111
   poisson-64,native,3.843795,3.932588,3.888192,3.843795–3.932588,1.02310,174/349/0,174/349/0,0.912222
   poisson-64,scipy-out,7.670508,8.414089,8.042298,7.670508–8.414089,1.09694,174/349/0,174/349/0,0.912222
   poisson-64,torch-eager-out,6.797152,6.871657,6.834404,6.797152–6.871657,1.01096,174/349/0,174/349/0,0.912222
   poisson-128,native,32.556805,28.066398,30.311602,28.066398–32.556805,0.86207,325/651/0,325/651/0,0.986874
   poisson-128,scipy-out,53.504492,47.084447,50.294469,47.084447–53.504492,0.88001,325/651/0,325/651/0,0.986874
   poisson-128,torch-eager-out,42.605267,37.309407,39.957337,37.309407–42.605267,0.87570,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.025553,0.023662,0.024608,0.023662–0.025553,0.92600,26/53/0,26/53/0,0.579621
   poisson-8,scipy-out,0.328512,0.282376,0.305444,0.282376–0.328512,0.85956,26/53/0,26/53/0,0.579621
   poisson-8,torch-eager-out,0.458403,0.427167,0.442785,0.427167–0.458403,0.93186,26/53/0,26/53/0,0.579621
   poisson-32,native,0.660416,0.626426,0.643421,0.626426–0.660416,0.94853,92/185/0,92/185/0,0.838111
   poisson-32,scipy-out,1.969391,1.939089,1.954240,1.939089–1.969391,0.98461,92/185/0,92/185/0,0.838111
   poisson-32,torch-eager-out,2.082945,1.900871,1.991908,1.900871–2.082945,0.91259,92/185/0,92/185/0,0.838111
   poisson-64,native,4.700235,5.020810,4.860523,4.700235–5.020810,1.06820,174/349/0,174/349/0,0.912222
   poisson-64,scipy-out,8.841933,8.867041,8.854487,8.841933–8.867041,1.00284,174/349/0,174/349/0,0.912222
   poisson-64,torch-eager-out,7.041728,7.295486,7.168608,7.041728–7.295486,1.03604,174/349/0,174/349/0,0.912222
   poisson-128,native,34.665914,35.423585,35.044749,34.665914–35.423585,1.02186,325/651/0,325/651/0,0.986874
   poisson-128,scipy-out,48.897387,51.657071,50.277229,48.897387–51.657071,1.05644,325/651/0,325/651/0,0.986874
   poisson-128,torch-eager-out,38.665901,40.359221,39.512561,38.665901–40.359221,1.04379,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.106555,0.104682,0.105619,0.104682–0.106555,0.98242,49/99/0,49/99/0,0.806601
   dense-64,numpy-out,0.276993,0.268226,0.272610,0.268226–0.276993,0.96835,50/101/0,50/101/0,0.58563
   dense-64,torch-eager-out,0.463264,0.412183,0.437723,0.412183–0.463264,0.88974,49/99/0,49/99/0,0.794401
   dense-256,native,0.647366,0.603059,0.625212,0.603059–0.647366,0.93156,65/131/0,65/131/0,0.875657
   dense-256,numpy-out,1.046222,0.994287,1.020255,0.994287–1.046222,0.95036,65/131/0,65/131/0,0.87045
   dense-256,torch-eager-out,1.208373,1.152715,1.180544,1.152715–1.208373,0.95394,65/131/0,65/131/0,0.87147
   dense-1024,native,20.885707,19.737507,20.311607,19.737507–20.885707,0.94502,69/139/0,69/139/0,0.857221
   dense-1024,numpy-out,20.906468,19.276001,20.091234,19.276001–20.906468,0.92201,69/139/0,69/139/0,0.857221
   dense-1024,torch-eager-out,24.601861,25.843764,25.222812,24.601861–25.843764,1.05048,69/139/0,69/139/0,0.857221
   dense-2048,native,145.675795,132.043921,138.859858,132.043921–145.675795,0.90642,68/137/0,68/137/0,0.981309
   dense-2048,numpy-out,119.951571,116.954195,118.452883,116.954195–119.951571,0.97501,68/137/0,68/137/0,0.981309
   dense-2048,torch-eager-out,139.357955,126.295916,132.826935,126.295916–139.357955,0.90627,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.141164,0.136286,0.138725,0.136286–0.141164,0.96544,49/99/0,49/99/0,0.806601
   dense-64,numpy-out,0.285448,0.283592,0.284520,0.283592–0.285448,0.99350,50/101/0,50/101/0,0.58563
   dense-64,torch-eager-out,0.463036,0.458545,0.460791,0.458545–0.463036,0.99030,49/99/0,49/99/0,0.794401
   dense-256,native,0.774850,0.716848,0.745849,0.716848–0.774850,0.92514,65/131/0,65/131/0,0.872577
   dense-256,numpy-out,0.870070,0.870321,0.870195,0.870070–0.870321,1.00029,65/131/0,65/131/0,0.87045
   dense-256,torch-eager-out,1.216668,1.188022,1.202345,1.188022–1.216668,0.97645,65/131/0,65/131/0,0.87147
   dense-1024,native,21.307633,20.379420,20.843526,20.379420–21.307633,0.95644,69/139/0,69/139/0,0.857221
   dense-1024,numpy-out,20.847168,19.503888,20.175528,19.503888–20.847168,0.93557,69/139/0,69/139/0,0.857221
   dense-1024,torch-eager-out,24.960784,22.581891,23.771337,22.581891–24.960784,0.90469,69/139/0,69/139/0,0.857221
   dense-2048,native,147.755527,135.291704,141.523616,135.291704–147.755527,0.91565,68/137/0,68/137/0,0.981309
   dense-2048,numpy-out,131.607557,122.287662,126.947609,122.287662–131.607557,0.92918,68/137/0,68/137/0,0.981309
   dense-2048,torch-eager-out,131.807414,127.833111,129.820262,127.833111–131.807414,0.96985,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.101908,0.103187,0.102548,0.101908–0.103187,1.01255,49/99/0,49/99/0,0.806601
   dense-64,numpy-out,0.282961,0.289876,0.286418,0.282961–0.289876,1.02444,50/101/0,50/101/0,0.58563
   dense-64,torch-eager-out,0.461990,0.451074,0.456532,0.451074–0.461990,0.97637,49/99/0,49/99/0,0.794401
   dense-256,native,0.597027,0.678601,0.637814,0.597027–0.678601,1.13663,65/131/0,65/131/0,0.875657
   dense-256,numpy-out,0.848877,1.181155,1.015016,0.848877–1.181155,1.39143,65/131/0,65/131/0,0.87045
   dense-256,torch-eager-out,1.028296,1.529133,1.278714,1.028296–1.529133,1.48706,65/131/0,65/131/0,0.87147
   dense-1024,native,21.665662,24.285124,22.975393,21.665662–24.285124,1.12090,69/139/0,69/139/0,0.857221
   dense-1024,numpy-out,21.765492,23.334813,22.550152,21.765492–23.334813,1.07210,69/139/0,69/139/0,0.857221
   dense-1024,torch-eager-out,25.206027,32.879615,29.042821,25.206027–32.879615,1.30443,69/139/0,69/139/0,0.857221
   dense-2048,native,187.905637,171.298384,179.602010,171.298384–187.905637,0.91162,68/137/0,68/137/0,0.981309
   dense-2048,numpy-out,134.177952,114.793787,124.485870,114.793787–134.177952,0.85553,68/137/0,68/137/0,0.981309
   dense-2048,torch-eager-out,181.789633,150.543193,166.166413,150.543193–181.789633,0.82812,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.126258,0.126804,0.126531,0.126258–0.126804,1.00432,49/99/0,49/99/0,0.806601
   dense-64,numpy-out,0.282203,0.290247,0.286225,0.282203–0.290247,1.02850,50/101/0,50/101/0,0.58563
   dense-64,torch-eager-out,0.426530,0.447125,0.436828,0.426530–0.447125,1.04828,49/99/0,49/99/0,0.794401
   dense-256,native,0.659135,0.646157,0.652646,0.646157–0.659135,0.98031,65/131/0,65/131/0,0.872577
   dense-256,numpy-out,0.817076,1.014750,0.915913,0.817076–1.014750,1.24193,65/131/0,65/131/0,0.87045
   dense-256,torch-eager-out,1.058981,1.091930,1.075455,1.058981–1.091930,1.03111,65/131/0,65/131/0,0.87147
   dense-1024,native,23.685686,23.746323,23.716005,23.685686–23.746323,1.00256,69/139/0,69/139/0,0.857221
   dense-1024,numpy-out,21.696721,22.130430,21.913575,21.696721–22.130430,1.01999,69/139/0,69/139/0,0.857221
   dense-1024,torch-eager-out,24.858833,31.724505,28.291669,24.858833–31.724505,1.27619,69/139/0,69/139/0,0.857221
   dense-2048,native,208.961754,164.436978,186.699366,164.436978–208.961754,0.78692,68/137/0,68/137/0,0.981309
   dense-2048,numpy-out,132.730755,120.535183,126.632969,120.535183–132.730755,0.90812,68/137/0,68/137/0,0.981309
   dense-2048,torch-eager-out,190.258056,152.663284,171.460670,152.663284–190.258056,0.80240,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.060501,0.068961,0.064731,0.060501–0.068961,1.13984,26/53/0,26/53/0,0.579621
   poisson-8,scipy-out,0.280463,0.313980,0.297222,0.280463–0.313980,1.11951,26/53/0,26/53/0,0.579621
   poisson-8,torch-eager-out,0.395143,0.468979,0.432061,0.395143–0.468979,1.18686,26/53/0,26/53/0,0.579621
   poisson-32,native,0.711302,0.830935,0.771119,0.711302–0.830935,1.16819,92/185/0,92/185/0,0.838111
   poisson-32,scipy-out,1.897998,2.203572,2.050785,1.897998–2.203572,1.16100,92/185/0,92/185/0,0.838111
   poisson-32,torch-eager-out,1.827983,2.377642,2.102813,1.827983–2.377642,1.30069,92/185/0,92/185/0,0.838111
   poisson-64,native,3.714224,3.957639,3.835932,3.714224–3.957639,1.06554,174/349/0,174/349/0,0.912222
   poisson-64,scipy-out,8.101031,9.041324,8.571178,8.101031–9.041324,1.11607,174/349/0,174/349/0,0.912222
   poisson-64,torch-eager-out,6.310825,7.074743,6.692784,6.310825–7.074743,1.12105,174/349/0,174/349/0,0.912222
   poisson-128,native,32.290009,35.095881,33.692945,32.290009–35.095881,1.08690,325/651/0,325/651/0,0.986874
   poisson-128,scipy-out,59.123309,62.784655,60.953983,59.123309–62.784655,1.06193,325/651/0,325/651/0,0.986874
   poisson-128,torch-eager-out,42.760896,41.358357,42.059627,41.358357–42.760896,0.96720,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.073763,0.071368,0.072566,0.071368–0.073763,0.96752,26/53/0,26/53/0,0.579621
   poisson-8,scipy-out,0.282311,0.265580,0.273945,0.265580–0.282311,0.94074,26/53/0,26/53/0,0.579621
   poisson-8,torch-eager-out,0.409848,0.378178,0.394013,0.378178–0.409848,0.92273,26/53/0,26/53/0,0.579621
   poisson-32,native,0.896954,0.899621,0.898288,0.896954–0.899621,1.00297,92/185/0,92/185/0,0.838111
   poisson-32,scipy-out,1.850270,1.941185,1.895727,1.850270–1.941185,1.04914,92/185/0,92/185/0,0.838111
   poisson-32,torch-eager-out,1.784280,1.775955,1.780117,1.775955–1.784280,0.99533,92/185/0,92/185/0,0.838111
   poisson-64,native,4.713963,4.675987,4.694975,4.675987–4.713963,0.99194,174/349/0,174/349/0,0.912222
   poisson-64,scipy-out,7.695140,7.721579,7.708360,7.695140–7.721579,1.00344,174/349/0,174/349/0,0.912222
   poisson-64,torch-eager-out,6.065793,6.459500,6.262646,6.065793–6.459500,1.06491,174/349/0,174/349/0,0.912222
   poisson-128,native,35.997430,35.632951,35.815190,35.632951–35.997430,0.98987,325/651/0,325/651/0,0.986874
   poisson-128,scipy-out,54.374912,61.321514,57.848213,54.374912–61.321514,1.12775,325/651/0,325/651/0,0.986874
   poisson-128,torch-eager-out,34.883325,39.587093,37.235209,34.883325–39.587093,1.13484,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.047780,0.055833,0.051806,0.047780–0.055833,1.16852,26/53/0,26/53/0,0.579621
   poisson-8,scipy-out,0.269908,0.307151,0.288529,0.269908–0.307151,1.13798,26/53/0,26/53/0,0.579621
   poisson-8,torch-eager-out,0.376026,0.456054,0.416040,0.376026–0.456054,1.21282,26/53/0,26/53/0,0.579621
   poisson-32,native,0.665965,0.673810,0.669887,0.665965–0.673810,1.01178,92/185/0,92/185/0,0.838111
   poisson-32,scipy-out,1.760188,1.770795,1.765491,1.760188–1.770795,1.00603,92/185/0,92/185/0,0.838111
   poisson-32,torch-eager-out,1.777549,1.823466,1.800508,1.777549–1.823466,1.02583,92/185/0,92/185/0,0.838111
   poisson-64,native,3.581929,4.022958,3.802443,3.581929–4.022958,1.12313,174/349/0,174/349/0,0.912222
   poisson-64,scipy-out,7.526415,8.122395,7.824406,7.526415–8.122395,1.07919,174/349/0,174/349/0,0.912222
   poisson-64,torch-eager-out,6.418216,6.610921,6.514569,6.418216–6.610921,1.03002,174/349/0,174/349/0,0.912222
   poisson-128,native,30.683875,34.273578,32.478727,30.683875–34.273578,1.11699,325/651/0,325/651/0,0.986874
   poisson-128,scipy-out,62.201408,58.675067,60.438238,58.675067–62.201408,0.94331,325/651/0,325/651/0,0.986874
   poisson-128,torch-eager-out,40.431697,41.700128,41.065913,40.431697–41.700128,1.03137,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,native,0.050162,0.064960,0.057561,0.050162–0.064960,1.29499,26/53/0,26/53/0,0.579621
   poisson-8,scipy-out,0.208882,0.301239,0.255060,0.208882–0.301239,1.44215,26/53/0,26/53/0,0.579621
   poisson-8,torch-eager-out,0.312964,0.449761,0.381363,0.312964–0.449761,1.43710,26/53/0,26/53/0,0.579621
   poisson-32,native,0.727168,0.817976,0.772572,0.727168–0.817976,1.12488,92/185/0,92/185/0,0.838111
   poisson-32,scipy-out,1.414322,1.746889,1.580605,1.414322–1.746889,1.23514,92/185/0,92/185/0,0.838111
   poisson-32,torch-eager-out,1.486195,1.789219,1.637706,1.486195–1.789219,1.20389,92/185/0,92/185/0,0.838111
   poisson-64,native,4.466442,4.578518,4.522480,4.466442–4.578518,1.02509,174/349/0,174/349/0,0.912222
   poisson-64,scipy-out,6.151206,8.083353,7.117280,6.151206–8.083353,1.31411,174/349/0,174/349/0,0.912222
   poisson-64,torch-eager-out,5.208306,6.481008,5.844658,5.208306–6.481008,1.24436,174/349/0,174/349/0,0.912222
   poisson-128,native,36.931201,38.085974,37.508587,36.931201–38.085974,1.03127,325/651/0,325/651/0,0.986874
   poisson-128,scipy-out,60.830439,48.937785,54.884113,48.937785–60.830439,0.80450,325/651/0,325/651/0,0.986874
   poisson-128,torch-eager-out,38.965885,35.017191,36.991538,35.017191–38.965885,0.89866,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.066237,0.082927,0.074582,0.066237–0.082927,1.25198,49/99/0,49/99/0,0.806601
   dense-64,native-blas,0.057178,0.070082,0.063630,0.057178–0.070082,1.22568,50/101/0,50/101/0,0.578069
   dense-64,numpy-out,0.356946,0.420038,0.388493,0.356946–0.420038,1.17675,50/101/0,50/101/0,0.58563
   dense-64,torch-eager-out,0.579338,0.780411,0.679875,0.579338–0.780411,1.34707,49/99/0,49/99/0,0.794401
   dense-256,native,0.839750,0.991093,0.915422,0.839750–0.991093,1.18022,65/131/0,65/131/0,0.872577
   dense-256,native-blas,0.818117,0.868839,0.843478,0.818117–0.868839,1.06200,65/131/0,65/131/0,0.870467
   dense-256,numpy-out,1.328439,1.497816,1.413128,1.328439–1.497816,1.12750,65/131/0,65/131/0,0.87045
   dense-256,torch-eager-out,1.889175,2.318170,2.103672,1.889175–2.318170,1.22708,65/131/0,65/131/0,0.87147
   dense-1024,native,18.690009,17.276741,17.983375,17.276741–18.690009,0.92438,69/139/0,69/139/0,0.857221
   dense-1024,native-blas,17.378975,16.091919,16.735447,16.091919–17.378975,0.92594,69/139/0,69/139/0,0.857221
   dense-1024,numpy-out,18.990537,17.890016,18.440276,17.890016–18.990537,0.94205,69/139/0,69/139/0,0.857221
   dense-1024,torch-eager-out,21.538256,19.916393,20.727324,19.916393–21.538256,0.92470,69/139/0,69/139/0,0.857221
   dense-2048,native,226.347728,184.240322,205.294025,184.240322–226.347728,0.81397,68/137/0,68/137/0,0.981309
   dense-2048,native-blas,175.145237,146.414788,160.780013,146.414788–175.145237,0.83596,68/137/0,68/137/0,0.981309
   dense-2048,numpy-out,188.931041,154.413829,171.672435,154.413829–188.931041,0.81730,68/137/0,68/137/0,0.981309
   dense-2048,torch-eager-out,200.710647,164.475394,182.593021,164.475394–200.710647,0.81947,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.082996,0.083138,0.083067,0.082996–0.083138,1.00171,49/99/0,49/99/0,0.806601
   dense-64,native-blas,0.066146,0.059950,0.063048,0.059950–0.066146,0.90632,50/101/0,50/101/0,0.578069
   dense-64,numpy-out,0.394457,0.398174,0.396315,0.394457–0.398174,1.00942,50/101/0,50/101/0,0.58563
   dense-64,torch-eager-out,0.667841,0.684760,0.676301,0.667841–0.684760,1.02533,49/99/0,49/99/0,0.794401
   dense-256,native,0.908231,1.044434,0.976333,0.908231–1.044434,1.14997,65/131/0,65/131/0,0.872577
   dense-256,native-blas,0.892911,0.645661,0.769286,0.645661–0.892911,0.72310,65/131/0,65/131/0,0.870467
   dense-256,numpy-out,1.418907,1.203728,1.311318,1.203728–1.418907,0.84835,65/131/0,65/131/0,0.87045
   dense-256,torch-eager-out,2.033543,1.817264,1.925404,1.817264–2.033543,0.89364,65/131/0,65/131/0,0.87147
   dense-1024,native,19.710224,19.087878,19.399051,19.087878–19.710224,0.96843,69/139/0,69/139/0,0.857221
   dense-1024,native-blas,18.077519,17.367569,17.722544,17.367569–18.077519,0.96073,69/139/0,69/139/0,0.857221
   dense-1024,numpy-out,20.150509,19.667928,19.909219,19.667928–20.150509,0.97605,69/139/0,69/139/0,0.857221
   dense-1024,torch-eager-out,22.970860,21.943963,22.457411,21.943963–22.970860,0.95530,69/139/0,69/139/0,0.857221
   dense-2048,native,231.979275,178.604193,205.291733,178.604193–231.979275,0.76991,68/137/0,68/137/0,0.981309
   dense-2048,native-blas,182.271105,138.532464,160.401784,138.532464–182.271105,0.76004,68/137/0,68/137/0,0.981309
   dense-2048,numpy-out,189.258790,145.987689,167.623239,145.987689–189.258790,0.77137,68/137/0,68/137/0,0.981309
   dense-2048,torch-eager-out,201.119620,152.592215,176.855918,152.592215–201.119620,0.75871,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.058942,0.049920,0.054431,0.049920–0.058942,0.84693,49/99/0,49/99/0,0.806601
   dense-64,native-blas,0.036133,0.035500,0.035816,0.035500–0.036133,0.98247,50/101/0,50/101/0,0.578069
   dense-64,numpy-out,0.352485,0.305742,0.329114,0.305742–0.352485,0.86739,50/101/0,50/101/0,0.58563
   dense-64,torch-eager-out,0.565728,0.470637,0.518183,0.470637–0.565728,0.83191,49/99/0,49/99/0,0.794401
   dense-256,native,0.843877,0.791088,0.817482,0.791088–0.843877,0.93744,65/131/0,65/131/0,0.872577
   dense-256,native-blas,0.587288,0.584564,0.585926,0.584564–0.587288,0.99536,65/131/0,65/131/0,0.870467
   dense-256,numpy-out,1.263447,1.091951,1.177699,1.091951–1.263447,0.86426,65/131/0,65/131/0,0.87045
   dense-256,torch-eager-out,1.491798,1.227426,1.359612,1.227426–1.491798,0.82278,65/131/0,65/131/0,0.87147
   dense-1024,native,23.907758,24.052882,23.980320,23.907758–24.052882,1.00607,69/139/0,69/139/0,0.857221
   dense-1024,native-blas,21.215549,21.229451,21.222500,21.215549–21.229451,1.00066,69/139/0,69/139/0,0.857221
   dense-1024,numpy-out,23.466624,22.703269,23.084946,22.703269–23.466624,0.96747,69/139/0,69/139/0,0.857221
   dense-1024,torch-eager-out,26.116602,26.112040,26.114321,26.112040–26.116602,0.99983,69/139/0,69/139/0,0.857221
   dense-2048,native,260.734385,241.650778,251.192581,241.650778–260.734385,0.92681,68/137/0,68/137/0,0.981309
   dense-2048,native-blas,246.602751,190.613286,218.608018,190.613286–246.602751,0.77296,68/137/0,68/137/0,0.981309
   dense-2048,numpy-out,186.058916,148.603872,167.331394,148.603872–186.058916,0.79869,68/137/0,68/137/0,0.981309
   dense-2048,torch-eager-out,258.514980,197.551168,228.033074,197.551168–258.514980,0.76418,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,native,0.066429,0.066008,0.066218,0.066008–0.066429,0.99367,49/99/0,49/99/0,0.806601
   dense-64,native-blas,0.045704,0.049938,0.047821,0.045704–0.049938,1.09264,50/101/0,50/101/0,0.578069
   dense-64,numpy-out,0.351453,0.409189,0.380321,0.351453–0.409189,1.16428,50/101/0,50/101/0,0.58563
   dense-64,torch-eager-out,0.596379,0.751849,0.674114,0.596379–0.751849,1.26069,49/99/0,49/99/0,0.794401
   dense-256,native,0.901215,0.904001,0.902608,0.901215–0.904001,1.00309,65/131/0,65/131/0,0.872577
   dense-256,native-blas,0.595709,0.618910,0.607309,0.595709–0.618910,1.03895,65/131/0,65/131/0,0.870467
   dense-256,numpy-out,1.325352,1.401946,1.363649,1.325352–1.401946,1.05779,65/131/0,65/131/0,0.87045
   dense-256,torch-eager-out,1.495086,1.830811,1.662948,1.495086–1.830811,1.22455,65/131/0,65/131/0,0.87147
   dense-1024,native,25.752859,23.263423,24.508141,23.263423–25.752859,0.90333,69/139/0,69/139/0,0.857221
   dense-1024,native-blas,23.592505,21.815080,22.703792,21.815080–23.592505,0.92466,69/139/0,69/139/0,0.857221
   dense-1024,numpy-out,24.532580,22.936529,23.734554,22.936529–24.532580,0.93494,69/139/0,69/139/0,0.857221
   dense-1024,torch-eager-out,28.309359,26.118820,27.214089,26.118820–28.309359,0.92262,69/139/0,69/139/0,0.857221
   dense-2048,native,307.638187,239.299276,273.468731,239.299276–307.638187,0.77786,68/137/0,68/137/0,0.981309
   dense-2048,native-blas,233.933849,171.870033,202.901941,171.870033–233.933849,0.73470,68/137/0,68/137/0,0.981309
   dense-2048,numpy-out,183.735955,140.425669,162.080812,140.425669–183.735955,0.76428,68/137/0,68/137/0,0.981309
   dense-2048,torch-eager-out,257.604451,185.630472,221.617462,185.630472–257.604451,0.72060,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,14.058542,14.650977,14.354760,14.058542–14.650977,1.04214,50/101/0,50/101/0,0.575554
   dense-64,cuda-cublas,15.973721,16.907642,16.440681,15.973721–16.907642,1.05847,49/99/0,49/99/0,0.92839
   dense-64,torch-cuda-eager,27.724572,29.410492,28.567532,27.724572–29.410492,1.06081,49/99/0,49/99/0,0.92839
   dense-256,cuda-native,18.252636,17.852459,18.052547,17.852459–18.252636,0.97808,65/131/0,65/131/0,0.869377
   dense-256,cuda-cublas,21.091321,20.006684,20.549003,20.006684–21.091321,0.94857,65/131/0,65/131/0,0.870897
   dense-256,torch-cuda-eager,35.397672,35.838543,35.618108,35.397672–35.838543,1.01245,65/131/0,65/131/0,0.873989
   dense-1024,cuda-native,25.107782,23.149987,24.128884,23.149987–25.107782,0.92202,69/139/0,69/139/0,0.857221
   dense-1024,cuda-cublas,24.590349,22.155276,23.372812,22.155276–24.590349,0.90097,69/139/0,69/139/0,0.857221
   dense-1024,torch-cuda-eager,37.550641,32.973305,35.261973,32.973305–37.550641,0.87810,69/139/0,69/139/0,0.857221
   dense-2048,cuda-native,38.515605,39.208888,38.862247,38.515605–39.208888,1.01800,68/137/0,68/137/0,0.981309
   dense-2048,cuda-cublas,37.364341,37.014359,37.189350,37.014359–37.364341,0.99063,68/137/0,68/137/0,0.981309
   dense-2048,torch-cuda-eager,50.095515,47.882407,48.988961,47.882407–50.095515,0.95582,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,15.934628,14.438716,15.186672,14.438716–15.934628,0.90612,50/101/0,50/101/0,0.575554
   dense-64,cuda-cublas,16.950553,16.006556,16.478555,16.006556–16.950553,0.94431,49/99/0,49/99/0,0.92839
   dense-64,torch-cuda-eager,31.780228,26.629165,29.204697,26.629165–31.780228,0.83792,49/99/0,49/99/0,0.92839
   dense-256,cuda-native,20.679695,20.375328,20.527511,20.375328–20.679695,0.98528,65/131/0,65/131/0,0.869377
   dense-256,cuda-cublas,21.368254,20.274052,20.821153,20.274052–21.368254,0.94879,65/131/0,65/131/0,0.870897
   dense-256,torch-cuda-eager,35.905850,35.827219,35.866535,35.827219–35.905850,0.99781,65/131/0,65/131/0,0.873989
   dense-1024,cuda-native,24.143333,25.761767,24.952550,24.143333–25.761767,1.06703,69/139/0,69/139/0,0.857221
   dense-1024,cuda-cublas,24.325644,25.354189,24.839917,24.325644–25.354189,1.04228,69/139/0,69/139/0,0.857221
   dense-1024,torch-cuda-eager,36.034475,38.220263,37.127369,36.034475–38.220263,1.06066,69/139/0,69/139/0,0.857221
   dense-2048,cuda-native,40.417402,37.991625,39.204513,37.991625–40.417402,0.93998,68/137/0,68/137/0,0.981309
   dense-2048,cuda-cublas,39.736722,37.014387,38.375554,37.014387–39.736722,0.93149,68/137/0,68/137/0,0.981309
   dense-2048,torch-cuda-eager,49.981307,47.231041,48.606174,47.231041–49.981307,0.94497,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,8.885770,9.068651,8.977211,8.885770–9.068651,1.02058,50/101/0,50/101/0,0.575554
   dense-64,cuda-cublas,11.420613,11.457804,11.439208,11.420613–11.457804,1.00326,49/99/0,49/99/0,0.92839
   dense-64,torch-cuda-eager,25.868190,29.107190,27.487690,25.868190–29.107190,1.12521,49/99/0,49/99/0,0.92839
   dense-256,cuda-native,12.853011,13.902739,13.377875,12.853011–13.902739,1.08167,65/131/0,65/131/0,0.869377
   dense-256,cuda-cublas,14.669080,17.378665,16.023872,14.669080–17.378665,1.18471,65/131/0,65/131/0,0.870897
   dense-256,torch-cuda-eager,36.748581,46.074005,41.411293,36.748581–46.074005,1.25376,65/131/0,65/131/0,0.873989
   dense-1024,cuda-native,17.188703,27.031591,22.110147,17.188703–27.031591,1.57264,69/139/0,69/139/0,0.857221
   dense-1024,cuda-cublas,18.636920,27.424858,23.030889,18.636920–27.424858,1.47153,69/139/0,69/139/0,0.857221
   dense-1024,torch-cuda-eager,36.110300,58.244229,47.177264,36.110300–58.244229,1.61295,69/139/0,69/139/0,0.857221
   dense-2048,cuda-native,32.428401,31.327055,31.877728,31.327055–32.428401,0.96604,68/137/0,68/137/0,0.981309
   dense-2048,cuda-cublas,32.154882,30.574742,31.364812,30.574742–32.154882,0.95086,68/137/0,68/137/0,0.981309
   dense-2048,torch-cuda-eager,49.355117,47.130859,48.242988,47.130859–49.355117,0.95493,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,9.544292,9.690995,9.617643,9.544292–9.690995,1.01537,50/101/0,50/101/0,0.575554
   dense-64,cuda-cublas,11.638036,11.543977,11.591006,11.543977–11.638036,0.99192,49/99/0,49/99/0,0.92839
   dense-64,torch-cuda-eager,26.583936,27.715077,27.149507,26.583936–27.715077,1.04255,49/99/0,49/99/0,0.92839
   dense-256,cuda-native,13.101762,12.832271,12.967016,12.832271–13.101762,0.97943,65/131/0,65/131/0,0.869377
   dense-256,cuda-cublas,14.936086,15.011349,14.973717,14.936086–15.011349,1.00504,65/131/0,65/131/0,0.870897
   dense-256,torch-cuda-eager,35.780320,37.294940,36.537630,35.780320–37.294940,1.04233,65/131/0,65/131/0,0.873989
   dense-1024,cuda-native,18.826749,20.121223,19.473986,18.826749–20.121223,1.06876,69/139/0,69/139/0,0.857221
   dense-1024,cuda-cublas,19.009367,19.694104,19.351736,19.009367–19.694104,1.03602,69/139/0,69/139/0,0.857221
   dense-1024,torch-cuda-eager,37.571370,39.834435,38.702902,37.571370–39.834435,1.06023,69/139/0,69/139/0,0.857221
   dense-2048,cuda-native,32.716302,35.359534,34.037918,32.716302–35.359534,1.08079,68/137/0,68/137/0,0.981309
   dense-2048,cuda-cublas,32.323718,34.976872,33.650295,32.323718–34.976872,1.08208,68/137/0,68/137/0,0.981309
   dense-2048,torch-cuda-eager,50.256729,52.804490,51.530609,50.256729–52.804490,1.05069,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,15.040579,15.806244,15.423412,15.040579–15.806244,1.05091,50/101/0,50/101/0,0.575554
   dense-64,cuda-cublas,14.640560,16.283231,15.461896,14.640560–16.283231,1.11220,49/99/0,49/99/0,0.92839
   dense-64,torch-cuda-eager,27.732084,29.803040,28.767561,27.732084–29.803040,1.07468,49/99/0,49/99/0,0.92839
   dense-256,cuda-native,20.472446,20.068572,20.270509,20.068572–20.472446,0.98027,65/131/0,65/131/0,0.869377
   dense-256,cuda-cublas,20.153305,20.097064,20.125184,20.097064–20.153305,0.99721,65/131/0,65/131/0,0.870897
   dense-256,torch-cuda-eager,39.148637,38.022934,38.585786,38.022934–39.148637,0.97125,65/131/0,65/131/0,0.873989
   dense-1024,cuda-native,24.226235,25.514924,24.870580,24.226235–25.514924,1.05319,69/139/0,69/139/0,0.857221
   dense-1024,cuda-cublas,21.840394,23.091439,22.465917,21.840394–23.091439,1.05728,69/139/0,69/139/0,0.857221
   dense-1024,torch-cuda-eager,35.355460,38.719870,37.037664,35.355460–38.719870,1.09516,69/139/0,69/139/0,0.857221
   dense-2048,cuda-native,41.528026,41.870287,41.699157,41.528026–41.870287,1.00824,68/137/0,68/137/0,0.981309
   dense-2048,cuda-cublas,38.726129,38.587018,38.656574,38.587018–38.726129,0.99641,68/137/0,68/137/0,0.981309
   dense-2048,torch-cuda-eager,53.218734,51.576124,52.397429,51.576124–53.218734,0.96913,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,14.511916,15.695087,15.103501,14.511916–15.695087,1.08153,50/101/0,50/101/0,0.575554
   dense-64,cuda-cublas,13.724120,15.682381,14.703251,13.724120–15.682381,1.14269,49/99/0,49/99/0,0.92839
   dense-64,torch-cuda-eager,26.131397,29.410949,27.771173,26.131397–29.410949,1.12550,49/99/0,49/99/0,0.92839
   dense-256,cuda-native,20.972230,21.873060,21.422645,20.972230–21.873060,1.04295,65/131/0,65/131/0,0.869377
   dense-256,cuda-cublas,19.571218,20.479109,20.025164,19.571218–20.479109,1.04639,65/131/0,65/131/0,0.870897
   dense-256,torch-cuda-eager,36.142337,38.422765,37.282551,36.142337–38.422765,1.06310,65/131/0,65/131/0,0.873989
   dense-1024,cuda-native,25.759374,26.825474,26.292424,25.759374–26.825474,1.04139,69/139/0,69/139/0,0.857221
   dense-1024,cuda-cublas,24.028932,24.957244,24.493088,24.028932–24.957244,1.03863,69/139/0,69/139/0,0.857221
   dense-1024,torch-cuda-eager,38.266934,39.312187,38.789560,38.266934–39.312187,1.02731,69/139/0,69/139/0,0.857221
   dense-2048,cuda-native,38.199442,41.883786,40.041614,38.199442–41.883786,1.09645,68/137/0,68/137/0,0.981309
   dense-2048,cuda-cublas,35.801462,38.785523,37.293493,35.801462–38.785523,1.08335,68/137/0,68/137/0,0.981309
   dense-2048,torch-cuda-eager,47.701013,52.551553,50.126283,47.701013–52.551553,1.10169,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,8.935327,9.325896,9.130612,8.935327–9.325896,1.04371,50/101/0,50/101/0,0.575554
   dense-64,cuda-cublas,9.384726,10.000414,9.692569,9.384726–10.000414,1.06561,49/99/0,49/99/0,0.92839
   dense-64,torch-cuda-eager,28.031965,30.131658,29.081812,28.031965–30.131658,1.07490,49/99/0,49/99/0,0.92839
   dense-256,cuda-native,12.009194,11.821022,11.915109,11.821022–12.009194,0.98433,65/131/0,65/131/0,0.869377
   dense-256,cuda-cublas,11.656955,12.452276,12.054616,11.656955–12.452276,1.06823,65/131/0,65/131/0,0.870897
   dense-256,torch-cuda-eager,33.435250,36.914456,35.174853,33.435250–36.914456,1.10406,65/131/0,65/131/0,0.873989
   dense-1024,cuda-native,17.546061,17.660893,17.603477,17.546061–17.660893,1.00654,69/139/0,69/139/0,0.857221
   dense-1024,cuda-cublas,15.627963,15.611591,15.619777,15.611591–15.627963,0.99895,69/139/0,69/139/0,0.857221
   dense-1024,torch-cuda-eager,37.942134,36.569020,37.255577,36.569020–37.942134,0.96381,69/139/0,69/139/0,0.857221
   dense-2048,cuda-native,34.361909,33.125050,33.743479,33.125050–34.361909,0.96400,68/137/0,68/137/0,0.981309
   dense-2048,cuda-cublas,31.576791,30.412778,30.994784,30.412778–31.576791,0.96314,68/137/0,68/137/0,0.981309
   dense-2048,torch-cuda-eager,52.863123,51.002815,51.932969,51.002815–52.863123,0.96481,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,9.029711,10.080713,9.555212,9.029711–10.080713,1.11639,50/101/0,50/101/0,0.575554
   dense-64,cuda-cublas,9.091935,10.371395,9.731665,9.091935–10.371395,1.14072,49/99/0,49/99/0,0.92839
   dense-64,torch-cuda-eager,25.710005,29.264785,27.487395,25.710005–29.264785,1.13826,49/99/0,49/99/0,0.92839
   dense-256,cuda-native,12.547605,14.074013,13.310809,12.547605–14.074013,1.12165,65/131/0,65/131/0,0.869377
   dense-256,cuda-cublas,12.763061,14.092705,13.427883,12.763061–14.092705,1.10418,65/131/0,65/131/0,0.870897
   dense-256,torch-cuda-eager,37.537414,37.528423,37.532919,37.528423–37.537414,0.99976,65/131/0,65/131/0,0.873989
   dense-1024,cuda-native,17.975721,20.548696,19.262209,17.975721–20.548696,1.14314,69/139/0,69/139/0,0.857221
   dense-1024,cuda-cublas,16.164727,18.056027,17.110377,16.164727–18.056027,1.11700,69/139/0,69/139/0,0.857221
   dense-1024,torch-cuda-eager,37.602561,41.153249,39.377905,37.602561–41.153249,1.09443,69/139/0,69/139/0,0.857221
   dense-2048,cuda-native,31.180636,34.877497,33.029067,31.180636–34.877497,1.11856,68/137/0,68/137/0,0.981309
   dense-2048,cuda-cublas,29.073847,32.415203,30.744525,29.073847–32.415203,1.11493,68/137/0,68/137/0,0.981309
   dense-2048,torch-cuda-eager,46.464176,53.741716,50.102946,46.464176–53.741716,1.15663,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,14.299883,15.302511,14.801197,14.299883–15.302511,1.07011,50/101/0,50/101/0,0.575554
   dense-64,cuda-cublas,14.203869,15.750359,14.977114,14.203869–15.750359,1.10888,49/99/0,49/99/0,0.92839
   dense-64,torch-cuda-eager,27.845617,30.502713,29.174165,27.845617–30.502713,1.09542,49/99/0,49/99/0,0.92839
   dense-256,cuda-native,18.073747,21.083376,19.578562,18.073747–21.083376,1.16652,65/131/0,65/131/0,0.869377
   dense-256,cuda-cublas,17.436299,21.289552,19.362925,17.436299–21.289552,1.22099,65/131/0,65/131/0,0.870897
   dense-256,torch-cuda-eager,33.865271,39.367385,36.616327,33.865271–39.367385,1.16247,65/131/0,65/131/0,0.873989
   dense-1024,cuda-native,24.560104,24.845338,24.702721,24.560104–24.845338,1.01161,69/139/0,69/139/0,0.857221
   dense-1024,cuda-cublas,22.365848,23.327780,22.846814,22.365848–23.327780,1.04301,69/139/0,69/139/0,0.857221
   dense-1024,torch-cuda-eager,39.152139,36.956045,38.054092,36.956045–39.152139,0.94391,69/139/0,69/139/0,0.857221
   dense-2048,cuda-native,38.335634,41.416897,39.876266,38.335634–41.416897,1.08038,68/137/0,68/137/0,0.981309
   dense-2048,cuda-cublas,35.248866,39.393879,37.321373,35.248866–39.393879,1.11759,68/137/0,68/137/0,0.981309
   dense-2048,torch-cuda-eager,49.619523,52.995767,51.307645,49.619523–52.995767,1.06804,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,14.551293,16.423010,15.487152,14.551293–16.423010,1.12863,50/101/0,50/101/0,0.575554
   dense-64,cuda-cublas,13.795271,16.294100,15.044686,13.795271–16.294100,1.18114,49/99/0,49/99/0,0.92839
   dense-64,torch-cuda-eager,28.034751,29.752530,28.893641,28.034751–29.752530,1.06127,49/99/0,49/99/0,0.92839
   dense-256,cuda-native,20.871927,21.371777,21.121852,20.871927–21.371777,1.02395,65/131/0,65/131/0,0.869377
   dense-256,cuda-cublas,20.329078,20.779891,20.554485,20.329078–20.779891,1.02218,65/131/0,65/131/0,0.870897
   dense-256,torch-cuda-eager,40.462180,39.719243,40.090711,39.719243–40.462180,0.98164,65/131/0,65/131/0,0.873989
   dense-1024,cuda-native,23.472830,27.126693,25.299761,23.472830–27.126693,1.15566,69/139/0,69/139/0,0.857221
   dense-1024,cuda-cublas,21.707798,24.905714,23.306756,21.707798–24.905714,1.14732,69/139/0,69/139/0,0.857221
   dense-1024,torch-cuda-eager,34.804864,39.947921,37.376393,34.804864–39.947921,1.14777,69/139/0,69/139/0,0.857221
   dense-2048,cuda-native,40.309208,41.797734,41.053471,40.309208–41.797734,1.03693,68/137/0,68/137/0,0.981309
   dense-2048,cuda-cublas,37.679487,38.888484,38.283986,37.679487–38.888484,1.03209,68/137/0,68/137/0,0.981309
   dense-2048,torch-cuda-eager,52.026528,52.061948,52.044238,52.026528–52.061948,1.00068,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,8.396119,9.441619,8.918869,8.396119–9.441619,1.12452,50/101/0,50/101/0,0.575554
   dense-64,cuda-cublas,9.574396,9.940203,9.757300,9.574396–9.940203,1.03821,49/99/0,49/99/0,0.92839
   dense-64,torch-cuda-eager,26.699912,29.287105,27.993509,26.699912–29.287105,1.09690,49/99/0,49/99/0,0.92839
   dense-256,cuda-native,13.115176,11.927406,12.521291,11.927406–13.115176,0.90944,65/131/0,65/131/0,0.869377
   dense-256,cuda-cublas,13.626630,12.679125,13.152878,12.679125–13.626630,0.93047,65/131/0,65/131/0,0.870897
   dense-256,torch-cuda-eager,37.362689,37.162357,37.262523,37.162357–37.362689,0.99464,65/131/0,65/131/0,0.873989
   dense-1024,cuda-native,18.344732,18.385200,18.364966,18.344732–18.385200,1.00221,69/139/0,69/139/0,0.857221
   dense-1024,cuda-cublas,16.791155,16.559469,16.675312,16.559469–16.791155,0.98620,69/139/0,69/139/0,0.857221
   dense-1024,torch-cuda-eager,40.553453,37.759778,39.156616,37.759778–40.553453,0.93111,69/139/0,69/139/0,0.857221
   dense-2048,cuda-native,32.040557,34.456790,33.248674,32.040557–34.456790,1.07541,68/137/0,68/137/0,0.981309
   dense-2048,cuda-cublas,30.006324,31.511948,30.759136,30.006324–31.511948,1.05018,68/137/0,68/137/0,0.981309
   dense-2048,torch-cuda-eager,49.019630,51.850870,50.435250,49.019630–51.850870,1.05776,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   dense-64,cuda-native,11.719551,10.589122,11.154337,10.589122–11.719551,0.90354,50/101/0,50/101/0,0.575554
   dense-64,cuda-cublas,11.841250,10.595624,11.218437,10.595624–11.841250,0.89481,49/99/0,49/99/0,0.92839
   dense-64,torch-cuda-eager,33.224536,29.075913,31.150225,29.075913–33.224536,0.87513,49/99/0,49/99/0,0.92839
   dense-256,cuda-native,12.963257,14.239102,13.601180,12.963257–14.239102,1.09842,65/131/0,65/131/0,0.869377
   dense-256,cuda-cublas,13.410215,13.901572,13.655894,13.410215–13.901572,1.03664,65/131/0,65/131/0,0.870897
   dense-256,torch-cuda-eager,36.101774,38.067123,37.084449,36.101774–38.067123,1.05444,65/131/0,65/131/0,0.873989
   dense-1024,cuda-native,18.824558,19.898542,19.361550,18.824558–19.898542,1.05705,69/139/0,69/139/0,0.857221
   dense-1024,cuda-cublas,16.523961,17.662537,17.093249,16.523961–17.662537,1.06890,69/139/0,69/139/0,0.857221
   dense-1024,torch-cuda-eager,35.183495,38.798175,36.990834,35.183495–38.798175,1.10274,69/139/0,69/139/0,0.857221
   dense-2048,cuda-native,31.937415,34.633390,33.285402,31.937415–34.633390,1.08441,68/137/0,68/137/0,0.981309
   dense-2048,cuda-cublas,29.927633,32.048972,30.988302,29.927633–32.048972,1.07088,68/137/0,68/137/0,0.981309
   dense-2048,torch-cuda-eager,49.739182,51.563669,50.651426,49.739182–51.563669,1.03668,68/137/0,68/137/0,0.981309

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,5.879004,8.548049,7.213527,5.879004–8.548049,1.45400,26/53/0,26/53/0,0.579621
   poisson-8,torch-cuda-eager,11.467764,16.474370,13.971067,11.467764–16.474370,1.43658,26/53/0,26/53/0,0.579621
   poisson-32,cuda-native,24.139472,29.028234,26.583853,24.139472–29.028234,1.20252,92/185/0,92/185/0,0.838111
   poisson-32,torch-cuda-eager,43.533017,58.340545,50.936781,43.533017–58.340545,1.34014,92/185/0,92/185/0,0.838111
   poisson-64,cuda-native,50.457859,56.297558,53.377708,50.457859–56.297558,1.11573,174/349/0,174/349/0,0.912222
   poisson-64,torch-cuda-eager,93.536737,112.822401,103.179569,93.536737–112.822401,1.20618,174/349/0,174/349/0,0.912222
   poisson-128,cuda-native,89.770535,100.670998,95.220767,89.770535–100.670998,1.12143,325/651/0,325/651/0,0.986874
   poisson-128,torch-cuda-eager,166.566773,191.324288,178.945531,166.566773–191.324288,1.14863,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,6.960807,7.954951,7.457879,6.960807–7.954951,1.14282,26/53/0,26/53/0,0.579621
   poisson-8,torch-cuda-eager,12.113958,14.709400,13.411679,12.113958–14.709400,1.21425,26/53/0,26/53/0,0.579621
   poisson-32,cuda-native,25.130271,28.526132,26.828202,25.130271–28.526132,1.13513,92/185/0,92/185/0,0.838111
   poisson-32,torch-cuda-eager,45.828468,49.324291,47.576380,45.828468–49.324291,1.07628,92/185/0,92/185/0,0.838111
   poisson-64,cuda-native,47.595344,51.636685,49.616015,47.595344–51.636685,1.08491,174/349/0,174/349/0,0.912222
   poisson-64,torch-cuda-eager,81.457309,89.527990,85.492650,81.457309–89.527990,1.09908,174/349/0,174/349/0,0.912222
   poisson-128,cuda-native,102.159974,117.150515,109.655244,102.159974–117.150515,1.14674,325/651/0,325/651/0,0.986874
   poisson-128,torch-cuda-eager,167.519925,222.184447,194.852186,167.519925–222.184447,1.32632,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,4.858759,5.117767,4.988263,4.858759–5.117767,1.05331,26/53/0,26/53/0,0.579621
   poisson-8,torch-cuda-eager,14.966836,14.864387,14.915612,14.864387–14.966836,0.99315,26/53/0,26/53/0,0.579621
   poisson-32,cuda-native,15.721713,17.532452,16.627083,15.721713–17.532452,1.11517,92/185/0,92/185/0,0.838111
   poisson-32,torch-cuda-eager,43.710394,49.330731,46.520563,43.710394–49.330731,1.12858,92/185/0,92/185/0,0.838111
   poisson-64,cuda-native,28.243506,31.532888,29.888198,28.243506–31.532888,1.11647,174/349/0,174/349/0,0.912222
   poisson-64,torch-cuda-eager,82.391092,92.078803,87.234948,82.391092–92.078803,1.11758,174/349/0,174/349/0,0.912222
   poisson-128,cuda-native,56.007689,58.191772,57.099731,56.007689–58.191772,1.03900,325/651/0,325/651/0,0.986874
   poisson-128,torch-cuda-eager,163.477279,174.195028,168.836153,163.477279–174.195028,1.06556,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,5.192437,5.510792,5.351614,5.192437–5.510792,1.06131,26/53/0,26/53/0,0.579621
   poisson-8,torch-cuda-eager,13.924474,14.529575,14.227024,13.924474–14.529575,1.04346,26/53/0,26/53/0,0.579621
   poisson-32,cuda-native,17.661645,18.329395,17.995520,17.661645–18.329395,1.03781,92/185/0,92/185/0,0.838111
   poisson-32,torch-cuda-eager,46.422719,50.952549,48.687634,46.422719–50.952549,1.09758,92/185/0,92/185/0,0.838111
   poisson-64,cuda-native,32.670181,35.643480,34.156830,32.670181–35.643480,1.09101,174/349/0,174/349/0,0.912222
   poisson-64,torch-cuda-eager,83.094542,98.071303,90.582922,83.094542–98.071303,1.18024,174/349/0,174/349/0,0.912222
   poisson-128,cuda-native,57.972616,60.603213,59.287914,57.972616–60.603213,1.04538,325/651/0,325/651/0,0.986874
   poisson-128,torch-cuda-eager,149.301809,165.020114,157.160962,149.301809–165.020114,1.10528,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,7.276061,8.444583,7.860322,7.276061–8.444583,1.16060,26/53/0,26/53/0,0.579621
   poisson-8,torch-cuda-eager,12.528159,15.674777,14.101468,12.528159–15.674777,1.25116,26/53/0,26/53/0,0.579621
   poisson-32,cuda-native,24.222421,28.981627,26.602024,24.222421–28.981627,1.19648,92/185/0,92/185/0,0.838111
   poisson-32,torch-cuda-eager,43.839297,52.340033,48.089665,43.839297–52.340033,1.19391,92/185/0,92/185/0,0.838111
   poisson-64,cuda-native,47.276028,54.707105,50.991567,47.276028–54.707105,1.15718,174/349/0,174/349/0,0.912222
   poisson-64,torch-cuda-eager,85.249878,96.512682,90.881281,85.249878–96.512682,1.13212,174/349/0,174/349/0,0.912222
   poisson-128,cuda-native,94.103325,96.971793,95.537559,94.103325–96.971793,1.03048,325/651/0,325/651/0,0.986874
   poisson-128,torch-cuda-eager,178.475608,174.237715,176.356662,174.237715–178.475608,0.97626,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,6.279138,7.631652,6.955395,6.279138–7.631652,1.21540,26/53/0,26/53/0,0.579621
   poisson-8,torch-cuda-eager,12.008890,14.340486,13.174688,12.008890–14.340486,1.19416,26/53/0,26/53/0,0.579621
   poisson-32,cuda-native,24.162759,28.907253,26.535007,24.162759–28.907253,1.19636,92/185/0,92/185/0,0.838111
   poisson-32,torch-cuda-eager,41.429459,50.802450,46.115955,41.429459–50.802450,1.22624,92/185/0,92/185/0,0.838111
   poisson-64,cuda-native,51.382472,54.465471,52.923971,51.382472–54.465471,1.06000,174/349/0,174/349/0,0.912222
   poisson-64,torch-cuda-eager,90.123593,95.810919,92.967256,90.123593–95.810919,1.06311,174/349/0,174/349/0,0.912222
   poisson-128,cuda-native,98.324614,96.690998,97.507806,96.690998–98.324614,0.98339,325/651/0,325/651/0,0.986874
   poisson-128,torch-cuda-eager,169.381823,171.530391,170.456107,169.381823–171.530391,1.01268,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,5.154875,4.906061,5.030468,4.906061–5.154875,0.95173,26/53/0,26/53/0,0.579621
   poisson-8,torch-cuda-eager,13.079520,14.760066,13.919793,13.079520–14.760066,1.12849,26/53/0,26/53/0,0.579621
   poisson-32,cuda-native,16.882137,16.998911,16.940524,16.882137–16.998911,1.00692,92/185/0,92/185/0,0.838111
   poisson-32,torch-cuda-eager,50.851836,48.827045,49.839441,48.827045–50.851836,0.96018,92/185/0,92/185/0,0.838111
   poisson-64,cuda-native,30.500945,30.777047,30.638996,30.500945–30.777047,1.00905,174/349/0,174/349/0,0.912222
   poisson-64,torch-cuda-eager,84.031425,92.496674,88.264050,84.031425–92.496674,1.10074,174/349/0,174/349/0,0.912222
   poisson-128,cuda-native,54.815125,57.201445,56.008285,54.815125–57.201445,1.04353,325/651/0,325/651/0,0.986874
   poisson-128,torch-cuda-eager,159.639062,173.042655,166.340858,159.639062–173.042655,1.08396,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,5.282017,6.474045,5.878031,5.282017–6.474045,1.22568,26/53/0,26/53/0,0.579621
   poisson-8,torch-cuda-eager,13.489336,18.112920,15.801128,13.489336–18.112920,1.34276,26/53/0,26/53/0,0.579621
   poisson-32,cuda-native,20.518727,20.885578,20.702153,20.518727–20.885578,1.01788,92/185/0,92/185/0,0.838111
   poisson-32,torch-cuda-eager,66.324190,53.365164,59.844677,53.365164–66.324190,0.80461,92/185/0,92/185/0,0.838111
   poisson-64,cuda-native,36.609571,43.279972,39.944772,36.609571–43.279972,1.18220,174/349/0,174/349/0,0.912222
   poisson-64,torch-cuda-eager,111.101586,113.767469,112.434527,111.101586–113.767469,1.02399,174/349/0,174/349/0,0.912222
   poisson-128,cuda-native,59.916047,61.247252,60.581649,59.916047–61.247252,1.02222,325/651/0,325/651/0,0.986874
   poisson-128,torch-cuda-eager,159.344275,160.692440,160.018357,159.344275–160.692440,1.00846,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,9.567745,7.843083,8.705414,7.843083–9.567745,0.81974,26/53/0,26/53/0,0.579621
   poisson-8,torch-cuda-eager,18.341172,14.662223,16.501697,14.662223–18.341172,0.79942,26/53/0,26/53/0,0.579621
   poisson-32,cuda-native,30.822299,29.813685,30.317992,29.813685–30.822299,0.96728,92/185/0,92/185/0,0.838111
   poisson-32,torch-cuda-eager,55.862072,56.257110,56.059591,55.862072–56.257110,1.00707,92/185/0,92/185/0,0.838111
   poisson-64,cuda-native,52.713267,55.303879,54.008572,52.713267–55.303879,1.04915,174/349/0,174/349/0,0.912222
   poisson-64,torch-cuda-eager,98.327063,99.524478,98.925770,98.327063–99.524478,1.01218,174/349/0,174/349/0,0.912222
   poisson-128,cuda-native,103.219183,108.506063,105.862623,103.219183–108.506063,1.05122,325/651/0,325/651/0,0.986874
   poisson-128,torch-cuda-eager,181.383203,199.480446,190.431825,181.383203–199.480446,1.09977,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,9.752802,8.589344,9.171073,8.589344–9.752802,0.88071,26/53/0,26/53/0,0.579621
   poisson-8,torch-cuda-eager,17.192640,16.411524,16.802082,16.411524–17.192640,0.95457,26/53/0,26/53/0,0.579621
   poisson-32,cuda-native,31.457576,28.372770,29.915173,28.372770–31.457576,0.90194,92/185/0,92/185/0,0.838111
   poisson-32,torch-cuda-eager,57.374919,49.944764,53.659841,49.944764–57.374919,0.87050,92/185/0,92/185/0,0.838111
   poisson-64,cuda-native,51.954075,52.287552,52.120814,51.954075–52.287552,1.00642,174/349/0,174/349/0,0.912222
   poisson-64,torch-cuda-eager,92.985037,94.766645,93.875841,92.985037–94.766645,1.01916,174/349/0,174/349/0,0.912222
   poisson-128,cuda-native,103.437962,95.156243,99.297102,95.156243–103.437962,0.91994,325/651/0,325/651/0,0.986874
   poisson-128,torch-cuda-eager,184.264555,171.389467,177.827011,171.389467–184.264555,0.93013,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,5.107865,4.812090,4.959978,4.812090–5.107865,0.94209,26/53/0,26/53/0,0.579621
   poisson-8,torch-cuda-eager,13.957503,14.085888,14.021695,13.957503–14.085888,1.00920,26/53/0,26/53/0,0.579621
   poisson-32,cuda-native,17.082856,16.826434,16.954645,16.826434–17.082856,0.98499,92/185/0,92/185/0,0.838111
   poisson-32,torch-cuda-eager,48.310257,50.544469,49.427363,48.310257–50.544469,1.04625,92/185/0,92/185/0,0.838111
   poisson-64,cuda-native,31.537039,30.951393,31.244216,30.951393–31.537039,0.98143,174/349/0,174/349/0,0.912222
   poisson-64,torch-cuda-eager,91.534428,93.194845,92.364637,91.534428–93.194845,1.01814,174/349/0,174/349/0,0.912222
   poisson-128,cuda-native,56.328971,55.343103,55.836037,55.343103–56.328971,0.98250,325/651/0,325/651/0,0.986874
   poisson-128,torch-cuda-eager,165.103872,165.510604,165.307239,165.103872–165.510604,1.00246,325/651/0,325/651/0,0.986874

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

   Case,Candidate,Forward ms,Reverse ms,Median ms,Process range ms,Reverse/forward,Forward I/M/R,Reverse I/M/R,Max TrueR/tol
   poisson-8,cuda-native,6.063617,7.684184,6.873901,6.063617–7.684184,1.26726,26/53/0,26/53/0,0.579621
   poisson-8,torch-cuda-eager,15.573287,23.394591,19.483939,15.573287–23.394591,1.50223,26/53/0,26/53/0,0.579621
   poisson-32,cuda-native,19.714223,17.581281,18.647752,17.581281–19.714223,0.89181,92/185/0,92/185/0,0.838111
   poisson-32,torch-cuda-eager,53.330266,45.859043,49.594654,45.859043–53.330266,0.85991,92/185/0,92/185/0,0.838111
   poisson-64,cuda-native,33.359356,33.905105,33.632231,33.359356–33.905105,1.01636,174/349/0,174/349/0,0.912222
   poisson-64,torch-cuda-eager,91.458936,90.371815,90.915376,90.371815–91.458936,0.98811,174/349/0,174/349/0,0.912222
   poisson-128,cuda-native,61.370146,59.762320,60.566233,59.762320–61.370146,0.97380,325/651/0,325/651/0,0.986874
   poisson-128,torch-cuda-eager,165.184386,161.071602,163.127994,161.071602–165.184386,0.97510,325/651/0,325/651/0,0.986874

Numerical-work observations
---------------------------

Same-configuration forward/reverse changes: 0.

Cross-scope/mode/preset groups with different observed work: 0.
These groups are descriptive and do not fail the within-configuration gate.
Their complete process observations remain in the analysis JSON.

Reproduction and retained evidence
----------------------------------

Use the project-local installation steps in :doc:`../install` and :doc:`../cuda`.
Build before measuring; never use a frozen stage as BUILD_DIR. CPU and CUDA
use their respective local environments and lock files. Check out the actual
compiled source rather than a later merge head. New runs reproduce fixtures,
scope and schedule contracts, not historical timings. The complete ignored
driver, plans, raw files, logs and import sidecars remain local evidence and
are not downloadable from this documentation. Public Make remains sufficient
to rerun every configuration without the ignored audit tool.

.. code-block:: sh

   git fetch origin 445275a3994e342b06de4093889f3f814c8706c6
   git switch --detach 445275a3994e342b06de4093889f3f814c8706c6
   PROJECT="$PWD"
   export OMP_DYNAMIC=FALSE MKL_DYNAMIC=FALSE
   export CUBLAS_WORKSPACE_CONFIG=:4096:8
   unset CUDA_LAUNCH_BLOCKING

The following 268 commands preserve the complete forward/reverse order and
unique outputs. Install the recorded local dependencies and toolkit first.
Each command records its thread variables, compiler flags and affinity;
Make may build before the worker, so finish all builds before a quiet rerun.
Equivalent cgbench CLI argv and loaded-stage paths remain in the plan.

.. code-block:: sh

   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$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/main-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$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/main-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$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/main-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$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/main-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-api-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-prepared-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-jacobi-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-jacobi-api-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-jacobi-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-jacobi-prepared-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$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/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$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/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$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/main-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$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/main-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-api-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-prepared-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-jacobi-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-jacobi-api-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-jacobi-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-jacobi-prepared-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$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/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$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/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$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/main-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$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/main-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-r01.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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused1-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused0-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused1-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused0-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused1-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused0-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-api-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-api-fused1-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-api-fused0-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-session-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-session-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-session-fused1-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-session-fused0-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-host-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-device-standard-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=sparse-solvers PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-sparse-solvers-none-api-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native-cg,native-pcg,scipy-cg,scipy-pcg,scipy-lu-total,scipy-lu-reuse --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=sparse-solvers PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-sparse-solvers-none-prepared-fused1-host-standard-r01.json 'PYPROF_ARGS=--implementations native-cg,native-pcg,scipy-cg,scipy-pcg,scipy-lu-total,scipy-lu-reuse --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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$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/main-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$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/main-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-api-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-api-fused0-host-explicit-r01.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-prepared-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-prepared-fused0-host-explicit-r01.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$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/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$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/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-api-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-api-fused0-host-explicit-r01.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-prepared-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-prepared-fused0-host-explicit-r01.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$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/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit-r01.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$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/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-r01.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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-host-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-device-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-device-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused0-host-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused1-device-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused0-device-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused0-host-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused1-device-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused0-device-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused0-host-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused1-device-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused0-device-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-explicit-r01.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused0-device-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused1-device-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused1-host-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused0-device-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused1-device-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused1-host-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused0-device-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused1-device-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused1-host-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-device-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-device-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-host-explicit-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm explicit --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$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/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$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/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-prepared-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-prepared-fused1-host-explicit-r02.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-api-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-api-fused1-host-explicit-r02.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$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/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$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/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-prepared-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-prepared-fused1-host-explicit-r02.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-api-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-api-fused1-host-explicit-r02.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$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/main-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit-r02.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm explicit --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$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/main-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=sparse-solvers PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-sparse-solvers-none-prepared-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations native-cg,native-pcg,scipy-cg,scipy-pcg,scipy-lu-total,scipy-lu-reuse --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=sparse-solvers PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-sparse-solvers-none-api-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations native-cg,native-pcg,scipy-cg,scipy-pcg,scipy-lu-total,scipy-lu-reuse --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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-session-fused0-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-session-fused1-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-session-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-session-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-api-fused0-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-api-fused1-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-api-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-jacobi-api-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused0-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused1-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-session-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused0-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused1-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-csr-f64-v1-none-api-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused0-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused1-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=session PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-session-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-device-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode device' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv-cuda/bin/python" BUILD_DIR=build/reproduce-cuda-release PYPROF_SUITE=cuda-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cuda-release-cuda-dense-f64-v1-none-api-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations cuda-native,cuda-cublas,torch-cuda-eager --seed 20261017 --algorithm standard --fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3 --device cuda --cuda-device 0 --cuda-execution-mode host' CUDA_ROOT="$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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$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/main-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$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/main-reproduction/cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$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/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-blas PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,native-blas,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-blas PYTHON="$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/main-reproduction/cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-jacobi-prepared-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-jacobi-prepared-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-jacobi-api-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-jacobi-api-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-prepared-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-prepared-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-api-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-csr-f64-v1-none-api-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$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/main-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$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/main-reproduction/cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$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/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-openmp PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=2 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=2 OPENBLAS_NUM_THREADS=2 MKL_NUM_THREADS=2 BLIS_NUM_THREADS=2 VECLIB_MAXIMUM_THREADS=2 NUMEXPR_NUM_THREADS=2 taskset -c 0,2 make pyprof PRESET=cpu-openmp PYTHON="$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/main-reproduction/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-jacobi-prepared-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-jacobi-prepared-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-jacobi-api-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-jacobi-api-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-prepared-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-prepared-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-api-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-csr-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-csr-f64-v1-none-api-fused1-host-standard-r02.json 'PYPROF_ARGS=--implementations native,scipy-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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$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/main-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner jacobi --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$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/main-reproduction/cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=prepared PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$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/main-reproduction/cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard-r02.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'"'"''
   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="$PROJECT/.venv/bin/python" BUILD_DIR=build/reproduce-cpu-release PYPROF_SUITE=cpu-dense-f64-v1 PYPROF_SCOPE=api PYPROF_THREADS=1 PYPROF_ROUNDS=36 PYPROF_REPETITIONS=1 PYPROF_OUTPUT=build/main-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard-r02.json 'PYPROF_ARGS=--implementations native,numpy-out,torch-eager-out --seed 20261017 --algorithm standard --no-fused --preconditioner none --rtol 1e-8 --atol 1e-12 --maxiter 2000 --residual-refresh 50 --warmups 3' 'CMAKE_ARGS=-DCMAKE_CXX_COMPILER=/usr/bin/c++ -DCMAKE_CXX_FLAGS= '"'"'-DCMAKE_CXX_FLAGS_RELEASE=-O3 -DNDEBUG'"'"''
   env OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 BLIS_NUM_THREADS=1 VECLIB_MAXIMUM_THREADS=1 NUMEXPR_NUM_THREADS=1 taskset -c 0 make pyprof PRESET=cpu-release PYTHON="$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/main-reproduction/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard-r02.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'"'"''

Manifest SHA256: ``6d3e5f6ae08b6e09c3a7b3fd6269385571b4330b52664525403c5005eb381652``.
Plan SHA256: ``425faa634e2cd385f8fed674e4cd53a4db06788fdee4c11fa0ffa6aa7d7403df``.
Characterization SHA256: ``601c891661180b0ffbd228f89aab28584155e1bc07281b911fa8403165fa15ff``.
Renderer SHA256: ``99b13bbec938865ed17780535ea6090bb889470f052406f48d46539b46192073``.

.. csv-table:: Frozen audit and worker source provenance
   :class: benchmark-results
   :header-rows: 1

   Path,SHA256
   build/main-performance-20261017/run_baseline.py,8134d1bf62ae6f35b6adce30df3ad7f071eaf65626975e2477b310452d99ecf3
   build/main-performance-20261017/protocol.py,e9d8ee8e95b06c5a41416f807615b5f23020775702f4cb838dce7dd687ebcb0a
   build/main-performance-20261017/worker.py,af09787bf523283aa1c4853a1ac51f10aa8487181ce2c70a67b07eed954bb840
   build/main-performance-20261017/freeze_stage.py,6e4e06991f095c31d073df67ac2418d2eee52acc4d1226b4e47f108c1d20a2b4
   build/main-performance-20261017/README.md,22d72a2255083e5a8c3597d225493e129a0e5ce452505205508627a889931ec4

.. csv-table:: All retained raw/import sidecars
   :class: benchmark-results
   :header-rows: 1

   Run,Raw path,Raw SHA256,Imports SHA256,Log SHA256
   cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard-r01.json,d91af12fda77ccf0be0a4b5a5cfa4b156d325e7b06c4102df65c74e560b122c6,6101c3520b8336444aea41891fd7c29a365813a8f198a3dae16d02ed0a1e7f06,ecb13bc1946d5ca63c88904a1e817ba49b023bc90954ba8ba8309641d2e640cc
   cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard-r01.json,05cd26fd72facba35264f1ff1fbbdc17ba0faeefaee02431a7b2a569228b964a,0d7facddf5f0ef56d8223f4530175099ea806bcb717e44addc3dc318821ee253,3f1abb0c9cad1ec2c25d9e2507a4d7be58e569abdb9cceff5b4de5cb75b5286a
   cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard-r01.json,0ac912b5c486def2a6f502283352ffb2b8bcc436cdf1fc3348d95f4e6cde9c81,b1560480c499ca7fe6d9cc68bfda603d5daeb7f5216bace110a807e8846a7c10,0d470c2a6e29e862a2d808d45b19ae53b5d3fe03176657988398981fb76b2564
   cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard-r01.json,93d0d89f2b29e9edcc721044a079e77b12d61a3556add88a52ade9243df175c3,9f4b25fc239ba9c15e620326ee93cabddbbe7b3640a174aae26229ee377e55cc,644594d3adbfccc8cafc648c2a5bbec564e4d3cf2effde528991066b6fe48623
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-r01.json,3a62a64a8f40db138b9ac1b6c8d7fe267eb220f3b313fafd7a60bd2bae0cbd6e,cb980ec48878d773274d4193e14f2f0f57cf031cf1fd12a818d1a71b2a038acd,150ded9cdbf2cc6e1faf1bf2337ceaf5927ca320f7a082e0fc5c33b912252188
   cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-r01.json,cfc16e4f956b2f50450d8ddaf8f87d76c258fe4055353afa38acb5ba9571a30a,06948040344f374b7406534231e632cbc05d98ac4ad4bc3db5af06f71ae12cbf,e02faf94ab1ce3d073829c65e83c1b61a58ad1c3cb3b4589540d717c1d681ac2
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-r01.json,510d76dc5f3ab9bccc346c6ea0fc3e143680c8ffb8066044eb13f6db79a1214f,0a707f4213bef16f94bd3814212b9c7b67579e5a19f272f94c760323d8418d11,dc411294fdee7b68c30959e0c1ba5db57a63440a1cc8def07efa2750a50cee33
   cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-r01.json,968c014e7b3f2d788be557efadf13cdbb8ac8374635460257597e10f0dd52b32,aed2aab1a4f374ee92d158ad5244baefb30c78f386f636e5a73747065996e6d4,cec53ad205d23a00755e247527b7b0afbc9ec00144702b3a6dfdc15ecdc50c53
   cpu-release-cpu-csr-f64-v1-none-api-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-csr-f64-v1-none-api-fused1-host-standard-r01.json,4f4c114eb2d3569b3c69f614dedec7cdd3a427249bea6e39317685602a2b8c8c,1e4262e37ac05e379a5869679a9c0a6fc010495d0fdb34912f2bfdd776d3fc7c,122cf282eb9ed66945f642540010c0cc341bf0b60151ba65914e21359732b2ba
   cpu-release-cpu-csr-f64-v1-none-api-fused0-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-csr-f64-v1-none-api-fused0-host-standard-r01.json,d7dbe70e6cf1e198991c9634077f1be23815d8c8756e44319f39e7c02aaeac93,9fa25891969be3db0bbe8f8354c84224491740d1e90e4b31cf8a961bcd2dfba4,b5dd882a05db9c1fbecc6b3ab6807adeaae4d4646a3e35bb56c64aff2fa08329
   cpu-release-cpu-csr-f64-v1-none-prepared-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-csr-f64-v1-none-prepared-fused1-host-standard-r01.json,08f13097f0247cff1038b53a194ca33d5b222683945d7267f89871e6a185f4cf,2fcdbaf166adc5c49a70f36e7224368302f6ba71d6323c4fdecbea12e52d8060,055c3c664252be3e051b5e77d35eb40a73fe1a4c7254de385a591e2f38e48f4d
   cpu-release-cpu-csr-f64-v1-none-prepared-fused0-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-csr-f64-v1-none-prepared-fused0-host-standard-r01.json,56a9f53c4e3144a9b562dca8e05db796af8bfce53eed476b3b7a72720bb33ac7,3b32f6f87c2eef230af49b47795eaa7b8a46b9248c71c320a06fa55fa66ec832,8ab4df7f4eb7d5a5e7333fc634af5ad4d8f45de9b3828bb8cea7028f05769589
   cpu-release-cpu-csr-f64-v1-jacobi-api-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-csr-f64-v1-jacobi-api-fused1-host-standard-r01.json,231b460668d97a452052505ff383719371519d9e060d32c3b8719fe5ac033d6f,8880abefd865d37840981a875180b8c00c257f067f329b9c2edd33753fbca9c7,91e409f325315a687e575abc644167e4b71459d86a609efc6e66546d0d59ac73
   cpu-release-cpu-csr-f64-v1-jacobi-api-fused0-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-csr-f64-v1-jacobi-api-fused0-host-standard-r01.json,4d8d9aaaa67bbe6049377e203bf63d2b90930ed1a2f820ab35f4ac654b8e0724,5a9c6ab308eba613a3d1cb84b15cc384cfbc1a2472d8846fa5f69673e08c5746,fada372d1906cc2e2bf7ec5d780d195bb0c6b66ea38c7b93a9fde1493263ad23
   cpu-release-cpu-csr-f64-v1-jacobi-prepared-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-csr-f64-v1-jacobi-prepared-fused1-host-standard-r01.json,c9af8f473ee67bd4484a4ed5688a721f3ffaa8f43aed355d70974d7bfc5e98bb,9086e74cfcd72e35274a9b5ca001c55d3aa1917f56eefe31bab7b941566700a0,b43dbefa127b729874dd30622030fe24ca4b46042ddf56944161dcfb2c449882
   cpu-release-cpu-csr-f64-v1-jacobi-prepared-fused0-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-release-cpu-csr-f64-v1-jacobi-prepared-fused0-host-standard-r01.json,4ab17837316dba36e911a30b9237431dcd92160a874704808efb258980168fa1,0ee7a2488f967fd7fc07b4bbb8327f56789329d471f5c5a336c047d592e89fed,f9cded5327af49c6ab8ee04e37b748f0c1cee53e15672426dc1b0d7472f6727f
   cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard-r01.json,bb127f4c2c396e6d942621bc81b6e9fa6fba56fcc0186e62f8a6cb1df632f598,a63eeba469c394b2f892639ff9986301bf92c9477203edb94bd6cd9f51bae9cc,73aea71ad87ea82ef4c5ef00e136c9b78a8e8e4e0db75ef491b8ccf8c57e13da
   cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard-r01.json,5e9de676bf09d2708b0e5004a80797d95a4c6b7fdbe22cb630c3ec0a7f1e85ac,6e991d1c740ef1e5720c7e27a90b05f9ff8b03e7ea43c6c3042dfeeb7248e903,6765b31ea2b90f3df11d5c062f90c8594a579fc8556ff8cd9254930ebf33c587
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard-r01.json,fee5d8ccdfd46b8c2269cb95c007d766853cf66aeffaeb41b0c1c8507e3cc2ae,f0ea220e2563112ba4705ffc54acbf169ff471ca823ff555890b62914afc6f7a,8c2288dd43ea9dc0eaa197044061f7960653af941dc6a7aac780b9aa9ecd77b5
   cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard-r01.json,c41cedba8798c540d7e1e9ef8203d5c8dc41c442f6a249ec2b6d8024023a0a85,37cbb95422a956d5383c11aa1f2f6ac2fd3fbf4a41e3a502762f9ad85873cb70,d66ebd612ff8d4a40d7093279df08eb08b12299ff6cd55a8c43423d17f90619d
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard-r01.json,bfc9a4ccc7cedbbfd49f28cc9317b5ec8bb496005523b2242f035ddec0841633,12d096afefe5d698527910ce7326328603d896f0e31e3b702308b33a92f34e4f,f04bd78037b5c37f9b6cbd90c929a500932815c1641e831ef1d0d20bdf514a3e
   cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard-r01.json,90857aea8bc8913c8c8d708807263fe071ddb1da4c1904894d29759f2708eaa4,87caab8e131e31e02f81a34a9304d1f8a432cef6575fbe14a47f4ec8c8f7dd9c,e48275bc77362542d83e445877d76006e965bb05db75a5b1708e2a1e3a670417
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard-r01.json,37f2380f3f0b9368a7355f5ef20fbd7425667ae5104a021b347e3e8da72b2d1d,9b2b0301dba6d3c77d5a175897551374a1878b05935b1566751a699032b88563,1b3e4a75ee985b27411a2d9cf953c17b4275a5e6f682e4aa812581d9d1bd7fd2
   cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard-r01.json,bf42c941fd135a5779ce4f5f2b45ddf240a4c2dc0d93a4441c6c182ff4bb8450,30c4b07b485120b59fdac350df84963bebee25e00c62060001e55cb3ff500fab,6a70f70fce8b670617208b7663962fde5dc8733967255cfb5df5112ae992d340
   cpu-openmp-cpu-csr-f64-v1-none-api-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-openmp-cpu-csr-f64-v1-none-api-fused1-host-standard-r01.json,bf7aa0361a2525d6db34686c22ae128e61c5f790ad3db2ac630cb0d83acffb38,03f337378e879a3b37050905f8f537da5f9ff1e836f94f86b70580cae1d3c46e,1504cb8aef6fc05ed77438e6300c4564bfed40154639e6cc8610564ec751d68a
   cpu-openmp-cpu-csr-f64-v1-none-api-fused0-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-openmp-cpu-csr-f64-v1-none-api-fused0-host-standard-r01.json,498f6dca0adc32dfdb4d13345b8b01f3e16c64c6e30d21412c431dca885a01ee,2d0ad873b14a11b389a3920185433e0419e80f0acd519d47471897a2320a20be,f2578ebd68699118b4474ecb8a0ca6d4a1c8fc3b0defe1e9cda11b7701308ddc
   cpu-openmp-cpu-csr-f64-v1-none-prepared-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-openmp-cpu-csr-f64-v1-none-prepared-fused1-host-standard-r01.json,78bfbad2536e7286bec704290ab97a0aac5bda613dc226270fa39da86ff78bf1,b9c8810fd909c9c6213181d9263d3ac3f9ccda06273ae51a036db1a022ff737c,a2ea9e030003cc301472275a15e2fc415d0526e10dd14735aaf07ce1fd22f005
   cpu-openmp-cpu-csr-f64-v1-none-prepared-fused0-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-openmp-cpu-csr-f64-v1-none-prepared-fused0-host-standard-r01.json,99ba964284767ac52684c36e3f7388b063b36cd6be304dde4b62f496ed7903b2,069fadb8f86c16da24f6babe44f3624223c40f1e03c20dbb35eaa51d17db0a55,2b29cc861d6fbabab8d5dadeb52ad863163e71deed2aa52ff12b8f152a57b088
   cpu-openmp-cpu-csr-f64-v1-jacobi-api-fused1-host-standard-r01,build/main-performance-20261017/baseline/raw/cpu-openmp-cpu-csr-f64-v1-jacobi-api-fused1-host-standard-r01.json,c3dd8125b7b2fa70e226272a4675f321a9174c56a3f86fb5baf38b7fde29f0c5,67250594f292532cc2b30db512937a48af5996c02e3dd9366431de7fb2767f74,7346d7fb614d28238d08e00a57580090f688cddcc1ee1c09523b37c8ce88d423
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