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.
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.
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¶
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.
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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 |
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'"'"''
Manifest SHA256: 6d3e5f6ae08b6e09c3a7b3fd6269385571b4330b52664525403c5005eb381652.
Plan SHA256: 425faa634e2cd385f8fed674e4cd53a4db06788fdee4c11fa0ffa6aa7d7403df.
Characterization SHA256: 601c891661180b0ffbd228f89aab28584155e1bc07281b911fa8403165fa15ff.
Renderer SHA256: 99b13bbec938865ed17780535ea6090bb889470f052406f48d46539b46192073.
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build/main-performance-20261017/protocol.py |
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build/main-performance-20261017/worker.py |
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build/main-performance-20261017/freeze_stage.py |
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build/main-performance-20261017/README.md |
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