Benchmarks#

System: clumps#

Hardware: gpu - NVIDIA GeForce RTX 5070 Ti Laptop GPU#

Domain#

Method: apply

Type: free

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.0430

0.1505

cb7cb9f

2026-04-21 21:25

1.1293

0.1372

93080d6

2026-06-02 12:41

0.7951

0.0931

current

2026-06-02 12:41

0.7951

0.0931

Type: periodic

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.6658

0.2050

cb7cb9f

2026-04-21 21:25

0.6024

0.1052

93080d6

2026-06-02 12:41

0.7392

0.0546

current

2026-06-02 12:41

0.7392

0.0546

Type: reflect

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.6854

0.1996

cb7cb9f

2026-04-21 21:25

1.7668

0.1026

93080d6

2026-06-02 12:41

1.3454

0.2328

current

2026-06-02 12:41

1.3454

0.2328

Type: reflectsphere

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.8331

0.1865

cb7cb9f

2026-04-21 21:25

0.6748

0.0988

93080d6

2026-06-02 12:41

0.7640

0.0833

current

2026-06-02 12:41

0.7640

0.0833

Performance plot

Method: displacement

Type: free

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.0634

0.0703

cb7cb9f

2026-04-21 21:25

0.0797

0.0709

93080d6

2026-06-02 12:41

0.0840

0.0864

current

2026-06-02 12:41

0.0840

0.0864

Type: periodic

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.0707

0.0484

cb7cb9f

2026-04-21 21:25

0.1103

0.0534

93080d6

2026-06-02 12:41

0.0837

0.0705

current

2026-06-02 12:41

0.0837

0.0705

Type: reflect

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.3113

0.1670

cb7cb9f

2026-04-21 21:25

0.1326

0.1502

93080d6

2026-06-02 12:41

0.0850

0.0938

current

2026-06-02 12:41

0.0850

0.0938

Type: reflectsphere

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.2244

0.3177

cb7cb9f

2026-04-21 21:25

0.1829

0.0895

93080d6

2026-06-02 12:41

0.1075

0.3661

current

2026-06-02 12:41

0.1075

0.3661

Performance plot

Method: shift

Type: free

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.7245

0.2069

cb7cb9f

2026-04-21 21:25

0.5687

0.0805

93080d6

2026-06-02 12:41

0.7838

0.1036

current

2026-06-02 12:41

0.7838

0.1036

Type: periodic

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.8402

0.2258

cb7cb9f

2026-04-21 21:25

0.7265

0.1234

93080d6

2026-06-02 12:41

0.6761

0.0832

current

2026-06-02 12:41

0.6761

0.0832

Type: reflect

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.6963

0.1438

cb7cb9f

2026-04-21 21:25

0.6777

0.1499

93080d6

2026-06-02 12:41

0.8804

0.6203

current

2026-06-02 12:41

0.8804

0.6203

Type: reflectsphere

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.7792

0.1930

cb7cb9f

2026-04-21 21:25

0.6237

0.0864

93080d6

2026-06-02 12:41

0.7941

0.1109

current

2026-06-02 12:41

0.7941

0.1109

Performance plot

Collider#

Method: compute_force

Type: celllist

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

22.6772

12.8415

cb7cb9f

2026-04-21 21:25

15.6493

6.0850

93080d6

2026-06-02 12:41

12.5864

1.7667

current

2026-06-02 12:41

12.5864

1.7667

Type: multicelllist

label

date

mean (ms)

std (ms)

93080d6

2026-06-02 12:41

4.6932

0.5872

current

2026-06-02 12:41

4.6932

0.5872

Type: naive

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

4.8427

0.5456

cb7cb9f

2026-04-21 21:25

3.7165

0.1286

93080d6

2026-06-02 12:41

3.7009

0.1785

current

2026-06-02 12:41

3.7009

0.1785

Type: neighborlist

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.8408

0.1780

cb7cb9f

2026-04-21 21:25

0.6714

0.1430

93080d6

2026-06-02 12:41

5.4939

0.8250

current

2026-06-02 12:41

5.4939

0.8250

Type: staticcelllist

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

23.5250

9.0321

cb7cb9f

2026-04-21 21:25

15.2398

3.9226

current

2026-04-21 21:25

15.2398

3.9226

Type: sweepandprune

label

date

mean (ms)

std (ms)

93080d6

2026-06-02 12:41

5.6192

0.2781

current

2026-06-02 12:41

5.6192

0.2781

Performance plot

Method: create_neighbor_list

Type: celllist

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

193.2823

19.6733

cb7cb9f

2026-04-21 21:25

184.5379

0.5291

93080d6

2026-06-02 12:41

376.9703

15.0221

current

2026-06-02 12:41

376.9703

15.0221

Type: multicelllist

label

date

mean (ms)

std (ms)

93080d6

2026-06-02 12:41

9.5236

1.5165

current

2026-06-02 12:41

9.5236

1.5165

Type: naive

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

22.3524

8.5874

cb7cb9f

2026-04-21 21:25

14.2059

1.9941

93080d6

2026-06-02 12:41

15.4764

0.5378

current

2026-06-02 12:41

15.4764

0.5378

Type: neighborlist

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.4904

0.1837

cb7cb9f

2026-04-21 21:25

0.4114

0.1185

93080d6

2026-06-02 12:41

2.1383

0.0753

current

2026-06-02 12:41

2.1383

0.0753

Type: staticcelllist

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

48.6947

12.2019

cb7cb9f

2026-04-21 21:25

34.7900

0.4015

current

2026-04-21 21:25

34.7900

0.4015

Type: sweepandprune

label

date

mean (ms)

std (ms)

93080d6

2026-06-02 12:41

3.3254

0.3481

current

2026-06-02 12:41

3.3254

0.3481

Performance plot

Linear Integrator#

Method: step_after_force

Type: euler

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.0821

0.2083

cb7cb9f

2026-04-21 21:25

0.6225

0.1318

93080d6

2026-06-02 12:41

0.7437

0.1065

current

2026-06-02 12:41

0.7437

0.1065

Type: langevin

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.8278

0.1049

cb7cb9f

2026-04-21 21:25

0.5228

0.0652

93080d6

2026-06-02 12:41

0.8000

0.0908

current

2026-06-02 12:41

0.8000

0.0908

Type: linearfire

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.6880

0.1821

cb7cb9f

2026-04-21 21:25

0.8107

0.1847

current

2026-04-21 21:25

0.8107

0.1847

Type: lineargradientdescent

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.8621

0.2289

cb7cb9f

2026-04-21 21:25

0.7470

0.1980

current

2026-04-21 21:25

0.7470

0.1980

Type: optax

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.2320

0.1369

cb7cb9f

2026-04-21 21:25

1.2852

0.1253

current

2026-04-21 21:25

1.2852

0.1253

Type: verlet

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.7452

0.2531

cb7cb9f

2026-04-21 21:25

0.7923

0.1235

93080d6

2026-06-02 12:41

0.9872

0.1581

current

2026-06-02 12:41

0.9872

0.1581

Type: verlet_rescaling

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.0279

0.1871

cb7cb9f

2026-04-21 21:25

0.8676

0.1159

93080d6

2026-06-02 12:41

1.0059

0.1057

current

2026-06-02 12:41

1.0059

0.1057

Performance plot

Method: step_before_force

Type: euler

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.7593

0.1867

cb7cb9f

2026-04-21 21:25

0.8370

0.1393

93080d6

2026-06-02 12:41

0.7597

0.0505

current

2026-06-02 12:41

0.7597

0.0505

Type: langevin

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.8896

0.1374

cb7cb9f

2026-04-21 21:25

0.7210

0.1606

93080d6

2026-06-02 12:41

0.7770

0.0713

current

2026-06-02 12:41

0.7770

0.0713

Type: linearfire

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.8304

0.1672

cb7cb9f

2026-04-21 21:25

1.1933

0.1330

current

2026-04-21 21:25

1.1933

0.1330

Type: lineargradientdescent

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.9727

0.1958

cb7cb9f

2026-04-21 21:25

0.7380

0.0804

current

2026-04-21 21:25

0.7380

0.0804

Type: optax

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.0901

0.1819

cb7cb9f

2026-04-21 21:25

0.9947

0.1243

current

2026-04-21 21:25

0.9947

0.1243

Type: verlet

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.9678

0.2511

cb7cb9f

2026-04-21 21:25

0.6582

0.1491

93080d6

2026-06-02 12:41

0.8333

0.4199

current

2026-06-02 12:41

0.8333

0.4199

Type: verlet_rescaling

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.8976

0.2383

cb7cb9f

2026-04-21 21:25

0.6556

0.1074

93080d6

2026-06-02 12:41

0.8171

0.0406

current

2026-06-02 12:41

0.8171

0.0406

Performance plot

Rotation Integrator#

Method: step_after_force

**Type: **

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.8828

0.2359

current

2026-04-20 17:29

0.8828

0.2359

Type: rotationfire

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.1112

0.1899

cb7cb9f

2026-04-21 21:25

0.9183

0.0824

current

2026-04-21 21:25

0.9183

0.0824

Type: rotationgradientdescent

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.9559

0.1433

cb7cb9f

2026-04-21 21:25

0.9491

0.1234

current

2026-04-21 21:25

0.9491

0.1234

Type: spiral

label

date

mean (ms)

std (ms)

cb7cb9f

2026-04-21 21:25

1.2911

0.1433

93080d6

2026-06-02 12:41

1.1216

0.1366

current

2026-06-02 12:41

1.1216

0.1366

Type: verletspiral

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.0239

0.1527

cb7cb9f

2026-04-21 21:25

0.8073

0.1106

93080d6

2026-06-02 12:41

1.0065

0.1070

current

2026-06-02 12:41

1.0065

0.1070

Performance plot

Method: step_before_force

**Type: **

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.8586

0.2291

current

2026-04-20 17:29

0.8586

0.2291

Type: rotationfire

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.2499

0.1870

cb7cb9f

2026-04-21 21:25

1.3862

0.1235

current

2026-04-21 21:25

1.3862

0.1235

Type: rotationgradientdescent

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.7522

0.1705

cb7cb9f

2026-04-21 21:25

0.7636

0.1206

current

2026-04-21 21:25

0.7636

0.1206

Type: spiral

label

date

mean (ms)

std (ms)

cb7cb9f

2026-04-21 21:25

0.8474

0.1485

93080d6

2026-06-02 12:41

0.7738

0.0707

current

2026-06-02 12:41

0.7738

0.0707

Type: verletspiral

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.2338

0.1632

cb7cb9f

2026-04-21 21:25

1.1819

0.2519

93080d6

2026-06-02 12:41

1.1397

0.0781

current

2026-06-02 12:41

1.1397

0.0781

Performance plot

ForceManager#

Method: apply

Type: ForceManager

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.2583

0.1970

cb7cb9f

2026-04-21 21:25

0.8470

0.1180

93080d6

2026-06-02 12:41

1.0039

0.0659

current

2026-06-02 12:41

1.0039

0.0659

Performance plot

System: spheres#

Hardware: gpu - NVIDIA GeForce RTX 5070 Ti Laptop GPU#

Domain#

Method: apply

Type: free

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.0242

0.2118

cb7cb9f

2026-04-21 21:25

0.7183

0.1485

93080d6

2026-06-02 12:41

0.8043

0.0738

current

2026-06-02 12:41

0.8043

0.0738

Type: periodic

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.5426

0.1300

cb7cb9f

2026-04-21 21:25

0.5437

0.0587

93080d6

2026-06-02 12:41

0.9899

0.4937

current

2026-06-02 12:41

0.9899

0.4937

Type: reflect

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.4470

0.1574

cb7cb9f

2026-04-21 21:25

1.4105

0.2499

93080d6

2026-06-02 12:41

1.5586

0.1585

current

2026-06-02 12:41

1.5586

0.1585

Type: reflectsphere

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.6586

0.1430

cb7cb9f

2026-04-21 21:25

0.5994

0.1170

93080d6

2026-06-02 12:41

0.7957

0.1224

current

2026-06-02 12:41

0.7957

0.1224

Performance plot

Method: displacement

Type: free

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.0605

0.0115

cb7cb9f

2026-04-21 21:25

0.0577

0.0179

93080d6

2026-06-02 12:41

0.0680

0.0447

current

2026-06-02 12:41

0.0680

0.0447

Type: periodic

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.0652

0.0042

cb7cb9f

2026-04-21 21:25

0.0989

0.0271

93080d6

2026-06-02 12:41

0.0514

0.0041

current

2026-06-02 12:41

0.0514

0.0041

Type: reflect

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.2270

0.1994

cb7cb9f

2026-04-21 21:25

0.0530

0.0343

93080d6

2026-06-02 12:41

0.0669

0.0207

current

2026-06-02 12:41

0.0669

0.0207

Type: reflectsphere

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.0663

0.0377

cb7cb9f

2026-04-21 21:25

0.0806

0.0246

93080d6

2026-06-02 12:41

0.0578

0.0148

current

2026-06-02 12:41

0.0578

0.0148

Performance plot

Method: shift

Type: free

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.6978

0.1615

cb7cb9f

2026-04-21 21:25

0.6130

0.1023

93080d6

2026-06-02 12:41

0.8275

0.3415

current

2026-06-02 12:41

0.8275

0.3415

Type: periodic

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.6452

0.1140

cb7cb9f

2026-04-21 21:25

0.5716

0.1150

93080d6

2026-06-02 12:41

0.7713

0.0246

current

2026-06-02 12:41

0.7713

0.0246

Type: reflect

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.5783

0.1933

cb7cb9f

2026-04-21 21:25

0.8226

0.1483

93080d6

2026-06-02 12:41

0.7665

0.0399

current

2026-06-02 12:41

0.7665

0.0399

Type: reflectsphere

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.9231

0.1628

cb7cb9f

2026-04-21 21:25

0.6308

0.0740

93080d6

2026-06-02 12:41

0.7592

0.0351

current

2026-06-02 12:41

0.7592

0.0351

Performance plot

Collider#

Method: compute_force

Type: celllist

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

18.4750

6.4735

cb7cb9f

2026-04-21 21:25

10.5936

2.1546

93080d6

2026-06-02 12:41

8.1811

0.7685

current

2026-06-02 12:41

8.1811

0.7685

Type: cundallstrack

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1224.8323

59.1158

cb7cb9f

2026-04-21 21:25

678.7576

19.8464

93080d6

2026-06-02 12:41

605.6817

15.7082

current

2026-06-02 12:41

605.6817

15.7082

Type: hertz

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

291.1932

70.5546

cb7cb9f

2026-04-21 21:25

165.6488

12.6458

93080d6

2026-06-02 12:41

155.5532

18.3382

current

2026-06-02 12:41

155.5532

18.3382

Type: lennardjones

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

337.5351

46.1698

cb7cb9f

2026-04-21 21:25

162.1778

10.3964

93080d6

2026-06-02 12:41

134.7438

8.9002

current

2026-06-02 12:41

134.7438

8.9002

Type: multicelllist

label

date

mean (ms)

std (ms)

93080d6

2026-06-02 12:41

5.0027

0.7996

current

2026-06-02 12:41

5.0027

0.7996

Type: naive

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

6.7787

3.3287

cb7cb9f

2026-04-21 21:25

3.9534

0.6565

93080d6

2026-06-02 12:41

3.9292

0.1421

current

2026-06-02 12:41

3.9292

0.1421

Type: neighborlist

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.7422

0.2042

cb7cb9f

2026-04-21 21:25

0.6681

0.1158

93080d6

2026-06-02 12:41

5.7633

1.1769

current

2026-06-02 12:41

5.7633

1.1769

Type: spring

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

308.4277

68.1788

cb7cb9f

2026-04-21 21:25

165.9510

8.2724

93080d6

2026-06-02 12:41

132.0883

8.3410

current

2026-06-02 12:41

132.0883

8.3410

Type: staticcelllist

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

12.3983

7.2949

cb7cb9f

2026-04-21 21:25

6.2810

0.2885

current

2026-04-21 21:25

6.2810

0.2885

Type: sweepandprune

label

date

mean (ms)

std (ms)

93080d6

2026-06-02 12:41

3.4809

0.2669

current

2026-06-02 12:41

3.4809

0.2669

Type: wca

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

345.5354

34.0449

cb7cb9f

2026-04-21 21:25

161.8222

11.1499

93080d6

2026-06-02 12:41

134.7732

8.5606

current

2026-06-02 12:41

134.7732

8.5606

Type: wca_shifted

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

340.4098

70.7884

cb7cb9f

2026-04-21 21:25

178.8616

11.8504

93080d6

2026-06-02 12:41

150.3150

8.9724

current

2026-06-02 12:41

150.3150

8.9724

Performance plot

Method: create_neighbor_list

Type: celllist

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

126.7541

0.3613

cb7cb9f

2026-04-21 21:25

124.1060

0.2787

93080d6

2026-06-02 12:41

252.7979

13.0238

current

2026-06-02 12:41

252.7979

13.0238

Type: multicelllist

label

date

mean (ms)

std (ms)

93080d6

2026-06-02 12:41

9.2296

1.1113

current

2026-06-02 12:41

9.2296

1.1113

Type: naive

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

18.0072

3.7779

cb7cb9f

2026-04-21 21:25

15.6847

0.2038

93080d6

2026-06-02 12:41

16.1581

1.3879

current

2026-06-02 12:41

16.1581

1.3879

Type: neighborlist

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.6039

0.2272

cb7cb9f

2026-04-21 21:25

0.3915

0.1204

93080d6

2026-06-02 12:41

2.2372

0.1045

current

2026-06-02 12:41

2.2372

0.1045

Type: staticcelllist

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

34.7947

5.8238

cb7cb9f

2026-04-21 21:25

26.3516

2.2924

current

2026-04-21 21:25

26.3516

2.2924

Type: sweepandprune

label

date

mean (ms)

std (ms)

93080d6

2026-06-02 12:41

2.9844

0.5331

current

2026-06-02 12:41

2.9844

0.5331

Performance plot

Linear Integrator#

Method: step_after_force

Type: euler

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.7126

0.1705

cb7cb9f

2026-04-21 21:25

0.6193

0.1023

93080d6

2026-06-02 12:41

0.7648

0.0543

current

2026-06-02 12:41

0.7648

0.0543

Type: langevin

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.6603

0.1130

cb7cb9f

2026-04-21 21:25

0.5352

0.0913

93080d6

2026-06-02 12:41

0.7424

0.0807

current

2026-06-02 12:41

0.7424

0.0807

Type: linearfire

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.4848

0.4024

cb7cb9f

2026-04-21 21:25

0.7836

0.1529

current

2026-04-21 21:25

0.7836

0.1529

Type: lineargradientdescent

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.6983

0.1371

cb7cb9f

2026-04-21 21:25

0.6188

0.1038

current

2026-04-21 21:25

0.6188

0.1038

Type: optax

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.2647

0.2127

cb7cb9f

2026-04-21 21:25

1.2646

0.1739

current

2026-04-21 21:25

1.2646

0.1739

Type: verlet

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.8942

0.2006

cb7cb9f

2026-04-21 21:25

0.7694

0.1493

93080d6

2026-06-02 12:41

0.8787

0.1557

current

2026-06-02 12:41

0.8787

0.1557

Type: verlet_rescaling

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.0575

0.1953

cb7cb9f

2026-04-21 21:25

0.7156

0.0447

93080d6

2026-06-02 12:41

0.9830

0.0839

current

2026-06-02 12:41

0.9830

0.0839

Performance plot

Method: step_before_force

Type: euler

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.6851

0.1317

cb7cb9f

2026-04-21 21:25

0.7182

0.1173

93080d6

2026-06-02 12:41

0.7180

0.1216

current

2026-06-02 12:41

0.7180

0.1216

Type: langevin

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.8977

0.1572

cb7cb9f

2026-04-21 21:25

0.6626

0.1189

93080d6

2026-06-02 12:41

0.8642

0.0727

current

2026-06-02 12:41

0.8642

0.0727

Type: linearfire

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.0368

0.2300

cb7cb9f

2026-04-21 21:25

0.8950

0.1362

current

2026-04-21 21:25

0.8950

0.1362

Type: lineargradientdescent

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.7374

0.1542

cb7cb9f

2026-04-21 21:25

0.7122

0.0963

current

2026-04-21 21:25

0.7122

0.0963

Type: optax

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.0673

0.2340

cb7cb9f

2026-04-21 21:25

0.9600

0.1276

current

2026-04-21 21:25

0.9600

0.1276

Type: verlet

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.8835

0.1951

cb7cb9f

2026-04-21 21:25

0.5980

0.1201

93080d6

2026-06-02 12:41

0.8710

0.4797

current

2026-06-02 12:41

0.8710

0.4797

Type: verlet_rescaling

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.7978

0.1734

cb7cb9f

2026-04-21 21:25

0.6380

0.0909

93080d6

2026-06-02 12:41

0.7965

0.0335

current

2026-06-02 12:41

0.7965

0.0335

Performance plot

Rotation Integrator#

Method: step_after_force

**Type: **

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.7606

0.1370

current

2026-04-20 17:29

0.7606

0.1370

Type: rotationfire

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.2154

0.2969

cb7cb9f

2026-04-21 21:25

1.0508

0.1750

current

2026-04-21 21:25

1.0508

0.1750

Type: rotationgradientdescent

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.9220

0.1897

cb7cb9f

2026-04-21 21:25

0.9258

0.1546

current

2026-04-21 21:25

0.9258

0.1546

Type: spiral

label

date

mean (ms)

std (ms)

cb7cb9f

2026-04-21 21:25

1.2614

0.1504

93080d6

2026-06-02 12:41

1.1364

0.1501

current

2026-06-02 12:41

1.1364

0.1501

Type: verletspiral

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.7795

0.1118

cb7cb9f

2026-04-21 21:25

0.8517

0.1260

93080d6

2026-06-02 12:41

1.0004

0.1347

current

2026-06-02 12:41

1.0004

0.1347

Performance plot

Method: step_before_force

**Type: **

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.8344

0.1872

current

2026-04-20 17:29

0.8344

0.1872

Type: rotationfire

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.3583

0.1215

cb7cb9f

2026-04-21 21:25

1.3781

0.1698

current

2026-04-21 21:25

1.3781

0.1698

Type: rotationgradientdescent

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

0.6417

0.0957

cb7cb9f

2026-04-21 21:25

0.7100

0.1022

current

2026-04-21 21:25

0.7100

0.1022

Type: spiral

label

date

mean (ms)

std (ms)

cb7cb9f

2026-04-21 21:25

0.7586

0.0857

93080d6

2026-06-02 12:41

0.7717

0.0910

current

2026-06-02 12:41

0.7717

0.0910

Type: verletspiral

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.1760

0.2089

cb7cb9f

2026-04-21 21:25

1.1934

0.1712

93080d6

2026-06-02 12:41

1.0657

0.0582

current

2026-06-02 12:41

1.0657

0.0582

Performance plot

ForceManager#

Method: apply

Type: ForceManager

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

1.3042

0.2156

cb7cb9f

2026-04-21 21:25

0.8319

0.0974

93080d6

2026-06-02 12:41

1.0485

0.1217

current

2026-06-02 12:41

1.0485

0.1217

Performance plot

Force Model#

Method: compute_potential_energy

Type: cundallstrack

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

186.3217

50.5978

cb7cb9f

2026-04-21 21:25

102.5953

17.7227

93080d6

2026-06-02 12:41

86.7740

8.8252

current

2026-06-02 12:41

86.7740

8.8252

Type: hertz

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

195.3935

55.5941

cb7cb9f

2026-04-21 21:25

109.9451

16.0962

93080d6

2026-06-02 12:41

102.3021

12.7226

current

2026-06-02 12:41

102.3021

12.7226

Type: lennardjones

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

187.6158

54.3026

cb7cb9f

2026-04-21 21:25

103.5515

12.3744

93080d6

2026-06-02 12:41

85.0173

8.4160

current

2026-06-02 12:41

85.0173

8.4160

Type: spring

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

191.6268

25.1581

cb7cb9f

2026-04-21 21:25

99.4829

8.0113

93080d6

2026-06-02 12:41

75.6463

7.5460

current

2026-06-02 12:41

75.6463

7.5460

Type: wca

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

192.1094

52.7746

cb7cb9f

2026-04-21 21:25

103.2215

15.7680

93080d6

2026-06-02 12:41

85.9764

9.0260

current

2026-06-02 12:41

85.9764

9.0260

Type: wca_shifted

label

date

mean (ms)

std (ms)

6086975

2026-04-20 17:29

206.7465

56.3271

cb7cb9f

2026-04-21 21:25

116.3684

12.2852

93080d6

2026-06-02 12:41

98.2714

8.1182

current

2026-06-02 12:41

98.2714

8.1182

Performance plot