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

{
  "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.

Frozen stage and host compiler

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:

{
  "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.

All matched scopes and controls

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

cuda-release-cuda-dense-f64-v1-none-api-fused0-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3478–0.6449

same

cuda-release-cuda-dense-f64-v1-none-api-fused0-device-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.4451–0.6672

same

cuda-release-cuda-dense-f64-v1-none-session-fused1-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.4519–0.7377

same

cuda-release-cuda-dense-f64-v1-none-session-fused1-host-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.4317–0.6989

same

cuda-release-cuda-dense-f64-v1-none-session-fused0-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.5138–0.7749

same

cuda-release-cuda-dense-f64-v1-none-session-fused0-host-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.5081–0.7125

same

cuda-release-cuda-dense-f64-v1-none-session-fused1-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3094–0.6238

same

cuda-release-cuda-dense-f64-v1-none-session-fused1-device-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.3266–0.6108

same

cuda-release-cuda-dense-f64-v1-none-session-fused0-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3502–0.6217

same

cuda-release-cuda-dense-f64-v1-none-session-fused0-device-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.3499–0.5957

same

cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.4411–0.7495

same

cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.4494–0.6971

same

cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.4986–0.7622

same

cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.4966–0.7166

same

cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3053–0.6004

same

cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.3247–0.5601

same

cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3215–0.6604

same

cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.3469–0.6092

same

cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.3816–0.6195

same

cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard

cuda-cublas

torch-cuda-eager

0/4/0

1.2060–1.3778

same

cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.4409–0.6055

same

cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard

cuda-cublas

torch-cuda-eager

0/4/0

1.1811–1.4166

same

cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.2858–0.5430

same

cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard

cuda-cublas

torch-cuda-eager

0/4/0

1.0512–1.2164

same

cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3697–0.7309

same

cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard

cuda-cublas

torch-cuda-eager

0/4/0

1.1235–1.3367

same

cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.4143–0.6293

same

cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-host-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.4281–0.5786

same

cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.3822–0.4976

same

cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-host-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.3675–0.6281

same

cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.2326–0.4389

same

cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-device-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.2458–0.3992

same

cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.2947–0.5642

same

cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-device-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.3030–0.5094

same

cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.4097–0.6122

same

cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-host-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.3787–0.5502

same

cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.3971–0.8613

same

cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-host-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.4022–0.6087

same

cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.2580–0.5918

same

cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-device-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.2703–0.5387

same

cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.2879–0.5766

same

cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-device-standard

cuda-cublas

torch-cuda-eager

4/0/0

0.2936–0.5716

same

cuda-release-cuda-csr-f64-v1-none-api-fused1-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.4842–0.5017

same

cuda-release-cuda-csr-f64-v1-none-api-fused0-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.5351–0.5685

same

cuda-release-cuda-csr-f64-v1-none-api-fused1-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3300–0.3510

same

cuda-release-cuda-csr-f64-v1-none-api-fused0-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3877–0.4039

same

cuda-release-cuda-csr-f64-v1-none-session-fused1-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.4716–0.5092

same

cuda-release-cuda-csr-f64-v1-none-session-fused0-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.5503–0.5824

same

cuda-release-cuda-csr-f64-v1-none-session-fused1-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3032–0.3602

same

cuda-release-cuda-csr-f64-v1-none-session-fused0-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3891–0.4047

same

cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.4161–0.5126

same

cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.5124–0.5704

same

cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3152–0.3435

same

cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3737–0.3893

same

cuda-release-cuda-csr-f64-v1-jacobi-api-fused1-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.4960–0.5275

same

cuda-release-cuda-csr-f64-v1-jacobi-api-fused0-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.5261–0.5781

same

cuda-release-cuda-csr-f64-v1-jacobi-api-fused1-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.2614–0.3153

same

cuda-release-cuda-csr-f64-v1-jacobi-api-fused0-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3708–0.4311

same

cuda-release-cuda-csr-f64-v1-jacobi-session-fused1-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.5023–0.5277

same

cuda-release-cuda-csr-f64-v1-jacobi-session-fused0-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.5172–0.5733

same

cuda-release-cuda-csr-f64-v1-jacobi-session-fused1-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.2622–0.2751

same

cuda-release-cuda-csr-f64-v1-jacobi-session-fused0-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3661–0.4325

same

cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.5182–0.5252

same

cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-host-standard

cuda-native

torch-cuda-eager

4/0/0

0.5374–0.5617

same

cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.2619–0.2718

same

cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-device-standard

cuda-native

torch-cuda-eager

4/0/0

0.3504–0.4066

same

cpu-release-sparse-solvers-none-api-fused1-host-standard

native-cg

scipy-cg

5/0/0

0.1085–0.5533

unknown

cpu-release-sparse-solvers-none-api-fused1-host-standard

native-cg

scipy-pcg

3/2/0

0.1061–3.1182

unknown

cpu-release-sparse-solvers-none-api-fused1-host-standard

native-cg

scipy-lu-total

3/2/0

0.2041–3.0577

unknown

cpu-release-sparse-solvers-none-api-fused1-host-standard

native-cg

scipy-lu-reuse

0/5/0

2.2690–34.5955

unknown

cpu-release-sparse-solvers-none-api-fused1-host-standard

native-pcg

scipy-cg

5/0/0

0.0265–0.1351

unknown

cpu-release-sparse-solvers-none-api-fused1-host-standard

native-pcg

scipy-pcg

5/0/0

0.1229–0.2961

unknown

cpu-release-sparse-solvers-none-api-fused1-host-standard

native-pcg

scipy-lu-total

5/0/0

0.0600–0.2792

unknown

cpu-release-sparse-solvers-none-api-fused1-host-standard

native-pcg

scipy-lu-reuse

1/4/0

0.9556–3.1584

unknown

cpu-release-sparse-solvers-none-prepared-fused1-host-standard

native-cg

scipy-cg

5/0/0

0.0869–0.5454

unknown

cpu-release-sparse-solvers-none-prepared-fused1-host-standard

native-cg

scipy-pcg

3/2/0

0.0800–3.1452

unknown

cpu-release-sparse-solvers-none-prepared-fused1-host-standard

native-cg

scipy-lu-total

3/2/0

0.1666–3.0513

unknown

cpu-release-sparse-solvers-none-prepared-fused1-host-standard

native-cg

scipy-lu-reuse

0/5/0

1.5459–36.6741

unknown

cpu-release-sparse-solvers-none-prepared-fused1-host-standard

native-pcg

scipy-cg

5/0/0

0.0176–0.1015

unknown

cpu-release-sparse-solvers-none-prepared-fused1-host-standard

native-pcg

scipy-pcg

5/0/0

0.0934–0.2584

unknown

cpu-release-sparse-solvers-none-prepared-fused1-host-standard

native-pcg

scipy-lu-total

5/0/0

0.0490–0.2507

unknown

cpu-release-sparse-solvers-none-prepared-fused1-host-standard

native-pcg

scipy-lu-reuse

2/3/0

0.7967–3.0130

unknown

cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit

native

numpy-out

3/1/0

0.2029–1.2416

different,same

cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit

native

torch-eager-out

3/1/0

0.1193–1.1949

same

cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit

native

numpy-out

3/1/0

0.2126–1.1839

different,same

cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit

native

torch-eager-out

3/1/0

0.1228–1.1587

same

cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit

native

numpy-out

2/2/0

0.1685–1.5151

different,same

cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit

native

torch-eager-out

3/1/0

0.0925–1.1508

same

cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit

native

numpy-out

2/2/0

0.1695–1.6517

different,same

cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit

native

torch-eager-out

3/1/0

0.0997–1.2080

same

cpu-release-cpu-csr-f64-v1-none-api-fused1-host-explicit

native

scipy-out

4/0/0

0.1047–0.6065

same

cpu-release-cpu-csr-f64-v1-none-api-fused1-host-explicit

native

torch-eager-out

4/0/0

0.0765–0.7552

same

cpu-release-cpu-csr-f64-v1-none-api-fused0-host-explicit

native

scipy-out

4/0/0

0.1129–0.6868

same

cpu-release-cpu-csr-f64-v1-none-api-fused0-host-explicit

native

torch-eager-out

4/0/0

0.0805–0.8930

same

cpu-release-cpu-csr-f64-v1-none-prepared-fused1-host-explicit

native

scipy-out

4/0/0

0.0682–0.6027

same

cpu-release-cpu-csr-f64-v1-none-prepared-fused1-host-explicit

native

torch-eager-out

4/0/0

0.0493–0.7586

same

cpu-release-cpu-csr-f64-v1-none-prepared-fused0-host-explicit

native

scipy-out

4/0/0

0.0806–0.6970

same

cpu-release-cpu-csr-f64-v1-none-prepared-fused0-host-explicit

native

torch-eager-out

4/0/0

0.0556–0.8869

same

cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit

native

numpy-out

2/2/0

0.3874–1.1723

different,same

cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit

native

torch-eager-out

3/1/0

0.2413–1.0454

same

cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit

native

numpy-out

2/2/0

0.4876–1.1148

different,same

cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit

native

torch-eager-out

3/1/0

0.3011–1.0902

same

cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit

native

numpy-out

2/2/0

0.3580–1.4428

different,same

cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit

native

torch-eager-out

3/1/0

0.2246–1.0809

same

cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit

native

numpy-out

2/2/0

0.4421–1.4743

different,same

cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit

native

torch-eager-out

3/1/0

0.2897–1.0889

same

cpu-openmp-cpu-csr-f64-v1-none-api-fused1-host-explicit

native

scipy-out

4/0/0

0.2178–0.5528

same

cpu-openmp-cpu-csr-f64-v1-none-api-fused1-host-explicit

native

torch-eager-out

4/0/0

0.1498–0.8011

same

cpu-openmp-cpu-csr-f64-v1-none-api-fused0-host-explicit

native

scipy-out

4/0/0

0.2649–0.6191

same

cpu-openmp-cpu-csr-f64-v1-none-api-fused0-host-explicit

native

torch-eager-out

4/0/0

0.1842–0.9619

same

cpu-openmp-cpu-csr-f64-v1-none-prepared-fused1-host-explicit

native

scipy-out

4/0/0

0.1796–0.5374

same

cpu-openmp-cpu-csr-f64-v1-none-prepared-fused1-host-explicit

native

torch-eager-out

4/0/0

0.1245–0.7909

same

cpu-openmp-cpu-csr-f64-v1-none-prepared-fused0-host-explicit

native

scipy-out

4/0/0

0.2257–0.6834

same

cpu-openmp-cpu-csr-f64-v1-none-prepared-fused0-host-explicit

native

torch-eager-out

3/1/0

0.1509–1.0140

same

cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit

native

numpy-out

3/1/0

0.1920–1.1958

different,same

cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit

native

torch-eager-out

3/1/0

0.1097–1.1243

same

cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit

native-blas

numpy-out

4/0/0

0.1638–0.9366

same

cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit

native-blas

torch-eager-out

4/0/0

0.0936–0.8805

different,same

cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit

native

numpy-out

3/1/0

0.2096–1.2247

different,same

cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit

native

torch-eager-out

3/1/0

0.1228–1.1608

same

cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit

native-blas

numpy-out

4/0/0

0.1591–0.9569

same

cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit

native-blas

torch-eager-out

4/0/0

0.0932–0.9070

different,same

cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit

native

numpy-out

2/2/0

0.1654–1.5012

different,same

cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit

native

torch-eager-out

3/1/0

0.1050–1.1016

same

cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit

native-blas

numpy-out

3/1/0

0.1088–1.3064

same

cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit

native-blas

torch-eager-out

4/0/0

0.0691–0.9587

different,same

cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit

native

numpy-out

2/2/0

0.1741–1.6872

different,same

cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit

native

torch-eager-out

3/1/0

0.0982–1.2340

same

cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit

native-blas

numpy-out

3/1/0

0.1257–1.2519

same

cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit

native-blas

torch-eager-out

4/0/0

0.0709–0.9156

different,same

cuda-release-cuda-dense-f64-v1-none-api-fused1-host-explicit

cuda-native

torch-cuda-eager

4/0/0

0.5025–0.7933

different,same

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

Every native/reference point-estimate loss

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.

cpu-release-cpu-dense-f64-v1-none-api-fused1-host-standard

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

cpu-release-cpu-dense-f64-v1-none-api-fused0-host-standard

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

cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-standard

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

cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-standard

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

cpu-release-cpu-dense-f64-v1-jacobi-api-fused1-host-standard

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

cpu-release-cpu-dense-f64-v1-jacobi-api-fused0-host-standard

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

cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard

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

cpu-release-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard

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

cpu-release-cpu-csr-f64-v1-none-api-fused1-host-standard

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

cpu-release-cpu-csr-f64-v1-none-api-fused0-host-standard

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

cpu-release-cpu-csr-f64-v1-none-prepared-fused1-host-standard

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

cpu-release-cpu-csr-f64-v1-none-prepared-fused0-host-standard

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

cpu-release-cpu-csr-f64-v1-jacobi-api-fused1-host-standard

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

cpu-release-cpu-csr-f64-v1-jacobi-api-fused0-host-standard

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

cpu-release-cpu-csr-f64-v1-jacobi-prepared-fused1-host-standard

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

cpu-release-cpu-csr-f64-v1-jacobi-prepared-fused0-host-standard

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

cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-standard

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

cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-standard

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

cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-standard

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

cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-standard

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

cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused1-host-standard

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

cpu-openmp-cpu-dense-f64-v1-jacobi-api-fused0-host-standard

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

cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard

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

cpu-openmp-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard

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

cpu-openmp-cpu-csr-f64-v1-none-api-fused1-host-standard

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

cpu-openmp-cpu-csr-f64-v1-none-api-fused0-host-standard

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

cpu-openmp-cpu-csr-f64-v1-none-prepared-fused1-host-standard

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

cpu-openmp-cpu-csr-f64-v1-none-prepared-fused0-host-standard

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

cpu-openmp-cpu-csr-f64-v1-jacobi-api-fused1-host-standard

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

cpu-openmp-cpu-csr-f64-v1-jacobi-api-fused0-host-standard

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

cpu-openmp-cpu-csr-f64-v1-jacobi-prepared-fused1-host-standard

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

cpu-openmp-cpu-csr-f64-v1-jacobi-prepared-fused0-host-standard

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

cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-standard

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

cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-standard

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

cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-standard

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

cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-standard

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

cpu-blas-cpu-dense-f64-v1-jacobi-api-fused1-host-standard

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

cpu-blas-cpu-dense-f64-v1-jacobi-api-fused0-host-standard

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

cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused1-host-standard

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

cpu-blas-cpu-dense-f64-v1-jacobi-prepared-fused0-host-standard

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

cuda-release-cuda-dense-f64-v1-none-api-fused1-host-standard

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

cuda-release-cuda-dense-f64-v1-none-api-fused0-host-standard

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

cuda-release-cuda-dense-f64-v1-none-api-fused1-device-standard

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

cuda-release-cuda-dense-f64-v1-none-api-fused0-device-standard

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

cuda-release-cuda-dense-f64-v1-none-session-fused1-host-standard

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

cuda-release-cuda-dense-f64-v1-none-session-fused0-host-standard

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

cuda-release-cuda-dense-f64-v1-none-session-fused1-device-standard

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

cuda-release-cuda-dense-f64-v1-none-session-fused0-device-standard

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

cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-standard

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

cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-standard

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

cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-standard

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

cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-standard

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

cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-host-standard

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

cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-host-standard

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

cuda-release-cuda-dense-f64-v1-jacobi-api-fused1-device-standard

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

cuda-release-cuda-dense-f64-v1-jacobi-api-fused0-device-standard

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

cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-host-standard

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

cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-host-standard

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

cuda-release-cuda-dense-f64-v1-jacobi-session-fused1-device-standard

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

cuda-release-cuda-dense-f64-v1-jacobi-session-fused0-device-standard

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

cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-host-standard

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

cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-host-standard

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

cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused1-device-standard

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

cuda-release-cuda-dense-f64-v1-jacobi-prepared-fused0-device-standard

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

cuda-release-cuda-csr-f64-v1-none-api-fused1-host-standard

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

cuda-release-cuda-csr-f64-v1-none-api-fused0-host-standard

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

cuda-release-cuda-csr-f64-v1-none-api-fused1-device-standard

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

cuda-release-cuda-csr-f64-v1-none-api-fused0-device-standard

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

cuda-release-cuda-csr-f64-v1-none-session-fused1-host-standard

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

cuda-release-cuda-csr-f64-v1-none-session-fused0-host-standard

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

cuda-release-cuda-csr-f64-v1-none-session-fused1-device-standard

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

cuda-release-cuda-csr-f64-v1-none-session-fused0-device-standard

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

cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-standard

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

cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-standard

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

cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-standard

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

cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-standard

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

cuda-release-cuda-csr-f64-v1-jacobi-api-fused1-host-standard

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

cuda-release-cuda-csr-f64-v1-jacobi-api-fused0-host-standard

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

cuda-release-cuda-csr-f64-v1-jacobi-api-fused1-device-standard

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

cuda-release-cuda-csr-f64-v1-jacobi-api-fused0-device-standard

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

cuda-release-cuda-csr-f64-v1-jacobi-session-fused1-host-standard

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

cuda-release-cuda-csr-f64-v1-jacobi-session-fused0-host-standard

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

cuda-release-cuda-csr-f64-v1-jacobi-session-fused1-device-standard

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

cuda-release-cuda-csr-f64-v1-jacobi-session-fused0-device-standard

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

cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-host-standard

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

cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-host-standard

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

cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused1-device-standard

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

cuda-release-cuda-csr-f64-v1-jacobi-prepared-fused0-device-standard

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

cpu-release-sparse-solvers-none-api-fused1-host-standard

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

cpu-release-sparse-solvers-none-prepared-fused1-host-standard

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

cpu-release-cpu-dense-f64-v1-none-api-fused1-host-explicit

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

cpu-release-cpu-dense-f64-v1-none-api-fused0-host-explicit

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

cpu-release-cpu-dense-f64-v1-none-prepared-fused1-host-explicit

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

cpu-release-cpu-dense-f64-v1-none-prepared-fused0-host-explicit

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

cpu-release-cpu-csr-f64-v1-none-api-fused1-host-explicit

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

cpu-release-cpu-csr-f64-v1-none-api-fused0-host-explicit

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

cpu-release-cpu-csr-f64-v1-none-prepared-fused1-host-explicit

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

cpu-release-cpu-csr-f64-v1-none-prepared-fused0-host-explicit

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

cpu-openmp-cpu-dense-f64-v1-none-api-fused1-host-explicit

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

cpu-openmp-cpu-dense-f64-v1-none-api-fused0-host-explicit

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

cpu-openmp-cpu-dense-f64-v1-none-prepared-fused1-host-explicit

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

cpu-openmp-cpu-dense-f64-v1-none-prepared-fused0-host-explicit

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

cpu-openmp-cpu-csr-f64-v1-none-api-fused1-host-explicit

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

cpu-openmp-cpu-csr-f64-v1-none-api-fused0-host-explicit

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

cpu-openmp-cpu-csr-f64-v1-none-prepared-fused1-host-explicit

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

cpu-openmp-cpu-csr-f64-v1-none-prepared-fused0-host-explicit

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

cpu-blas-cpu-dense-f64-v1-none-api-fused1-host-explicit

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

cpu-blas-cpu-dense-f64-v1-none-api-fused0-host-explicit

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

cpu-blas-cpu-dense-f64-v1-none-prepared-fused1-host-explicit

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

cpu-blas-cpu-dense-f64-v1-none-prepared-fused0-host-explicit

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

cuda-release-cuda-dense-f64-v1-none-api-fused1-host-explicit

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

cuda-release-cuda-dense-f64-v1-none-api-fused0-host-explicit

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

cuda-release-cuda-dense-f64-v1-none-api-fused1-device-explicit

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

cuda-release-cuda-dense-f64-v1-none-api-fused0-device-explicit

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

cuda-release-cuda-dense-f64-v1-none-session-fused1-host-explicit

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

cuda-release-cuda-dense-f64-v1-none-session-fused0-host-explicit

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

cuda-release-cuda-dense-f64-v1-none-session-fused1-device-explicit

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

cuda-release-cuda-dense-f64-v1-none-session-fused0-device-explicit

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

cuda-release-cuda-dense-f64-v1-none-prepared-fused1-host-explicit

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

cuda-release-cuda-dense-f64-v1-none-prepared-fused0-host-explicit

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

cuda-release-cuda-dense-f64-v1-none-prepared-fused1-device-explicit

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

cuda-release-cuda-dense-f64-v1-none-prepared-fused0-device-explicit

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

cuda-release-cuda-csr-f64-v1-none-api-fused1-host-explicit

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

cuda-release-cuda-csr-f64-v1-none-api-fused0-host-explicit

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

cuda-release-cuda-csr-f64-v1-none-api-fused1-device-explicit

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

cuda-release-cuda-csr-f64-v1-none-api-fused0-device-explicit

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

cuda-release-cuda-csr-f64-v1-none-session-fused1-host-explicit

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

cuda-release-cuda-csr-f64-v1-none-session-fused0-host-explicit

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

cuda-release-cuda-csr-f64-v1-none-session-fused1-device-explicit

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

cuda-release-cuda-csr-f64-v1-none-session-fused0-device-explicit

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

cuda-release-cuda-csr-f64-v1-none-prepared-fused1-host-explicit

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

cuda-release-cuda-csr-f64-v1-none-prepared-fused0-host-explicit

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

cuda-release-cuda-csr-f64-v1-none-prepared-fused1-device-explicit

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

cuda-release-cuda-csr-f64-v1-none-prepared-fused0-device-explicit

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 Installation and 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.

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.

env OMP_NUM_THREADS=1 OPENBLAS_NUM_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'"'"''

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