object_argsort_autoregressive Table

Awni00's workspace

Runs

3,162

300

301

300

156

elementwise_accuracy

epoch/epoch

epoch/learning_rate

epoch/loss

epoch/teacher_forcing_accuracy

epoch/val_loss

epoch/val_teacher_forcing_accuracy

full_sequence_accuracy

teacher_forcing_accuracy

Finished

awni00

2y ago

4h 41m 51s

Abstractor (Pre-Trained; reshuffled objects)

1550

4.5

0.98854

249.28333

0.001

0.027076

0.99192

0.015183

0.99469

0.96832

0.99512

Finished

awni00

2y ago

47s

Pre-training Task (reshuffled objects); Abstractor

pretraining

1000

0.99732

499

0.001

0.068941

0.9773

0.0094674

0.9988

0.98795

0.99871

Finished

awni00

2y ago

6h 10m 31s

Abstractor

1550

4.5

0.94048

314

0.001

0.07616

0.97521

0.13693

0.95923

0.89554

0.95969

Finished

awni00

2y ago

9m 29s

Abstractor

3000

4.5

0.99995

188.5

0.001

0.034506

0.98895

0.0009127

0.99998

0.99978

0.99998

Finished

awni00

2y ago

54s

Abstractor

3000

0.99997

178

0.001

0.032724

0.98977

0.00059713

0.99997

0.99985

0.99998

Finished

awni00

2y ago

1m 7s

Abstractor

3000

0.99996

237

0.001

0.036629

0.98813

0.00077351

0.99996

0.9998

0.99998

Finished

awni00

2y ago

1m 1s

Abstractor

3000

0.99993

217

0.001

0.020731

0.994

0.00053057

0.99994

0.9998

0.99996

Finished

awni00

2y ago

1m 8s

Abstractor

3000

0.99996

252

0.001

0.019583

0.9936

0.00024169

0.99997

0.9998

0.99998

Finished

awni00

2y ago

50s

Abstractor

3000

0.99993

158

0.001

0.039637

0.98707

0.0015559

0.99998

0.99965

0.99997

Finished

awni00

2y ago

49s

Abstractor

3000

0.99998

167

0.001

0.03231

0.98993

0.00070019

0.99998

0.9999

0.99999

Finished

awni00

2y ago

51s

Abstractor

3000

0.99996

171

0.001

0.051993

0.9826

0.0021949

0.99999

0.9998

0.99998

Finished

awni00

2y ago

49s

Abstractor

3000

0.99993

151

0.001

0.035866

0.98813

0.00058596

0.99965

0.99997

Finished

awni00

2y ago

49s

Abstractor

3000

0.99997

165

0.001

0.050525

0.98407

0.0015065

0.99985

0.99998

Finished

awni00

2y ago

55s

Abstractor

3000

0.99994

189

0.001

0.025064

0.99217

0.00044077

0.99998

0.99975

0.99998

Finished

awni00

2y ago

9m 37s

Abstractor

2900

4.5

0.99993

191.6

0.001

0.026444

0.99162

0.00051724

0.99997

0.9997

0.99997

Finished

awni00

2y ago

9m 30s

Abstractor

2800

4.5

0.99996

187.8

0.001

0.032636

0.98982

0.00075495

0.99997

0.99981

0.99998

Finished

awni00

2y ago

10m 11s

Abstractor

2700

4.5

0.99992

201

0.001

0.033946

0.98916

0.00098106

0.99994

0.9997

0.99996

Finished

awni00

2y ago

12m 21s

Abstractor

2600

4.5

0.99988

254.7

0.001

0.046555

0.98447

0.0015582

0.9999

0.99952

0.99994

Finished

awni00

2y ago

9m 44s

Abstractor

2500

4.5

0.99991

198.8

0.001

0.034843

0.98877

0.00096894

0.99995

0.99963

0.99995

Finished

awni00

2y ago

9m 45s

Abstractor

2400

4.5

0.99985

200.7

0.001

0.03952

0.98755

0.0014524

0.99991

0.99959

0.99991

Finished

awni00

2y ago

9m 49s

Abstractor

2300

4.5

0.99992

204.9

0.001

0.037925

0.98789

0.0011019

0.99996

0.99967

0.99996

Finished

awni00

2y ago

10m 46s

Abstractor

2200

4.5

0.9999

229.8

0.001

0.038812

0.9876

0.001255

0.99993

0.99964

0.99994

Finished

awni00

2y ago

12m 31s

Abstractor

2100

4.5

0.99985

282

0.001

0.041756

0.9862

0.0016145

0.99987

0.99944

0.99993

Finished

awni00

2y ago

14h 45m 52s

Ablation Abstractor

1550

4.5

0.60091

365.33667

0.001

0.38572

0.85661

1.03519

0.70225

0.47167

0.70221

Finished

awni00

2y ago

8h 58m 15s

Symbolic Abstractor

1550

4.5

0.95357

232.03333

0.001

0.10031

0.96452

0.078637

0.97489

0.87483

0.9746

Finished

awni00

2y ago

5h 24m 41s

Simple Abstractor (Pre-Trained; reshuffled objects)

1550

4.5

0.23157

211.22

0.001

0.84125

0.68765

1.52199

0.4767

0.0002315

0.47733

Finished

awni00

2y ago

48s

Pre-training Task (reshuffled objects); Simple Abstractor

pretraining

1000

0.2055

343

0.001

0.83262

0.6871

1.64828

0.4325

0.00285

0.44192

Finished

awni00

2y ago

2h 23m 43s

Simple Abstractor (Pre-Trained; reshuffled attr)

1550

4.5

0.99223

49.63

0.001

0.051115

0.9834

0.0028564

0.99926

0.98715

0.99887

Finished

awni00

2y ago

5h 14m 4s

Simple Abstractor

1550

4.5

0.90709

203.83667

0.001

0.11046

0.96241

0.21389

0.93815

0.85966

0.93804

Finished

awni00

2y ago

4d 8h 52m 28s

["Pre-training Task (reshuffled attr); Relational Abstractor","Pre-training Task (reshuffled attr); Simple Abstractor"]

pretraining

44250

0.99856

187

0.001

0.043102

0.98605

0.0012081

0.9998

0.9973

0.99973

Finished

awni00

2y ago

1d 4h 41m 35s

Transformer

1547.84053

4.48505

0.48183

196.36545

0.001

0.5328

0.80275

1.31953

0.6073

0.36292

0.60712

Finished

awni00

2y ago

18m 43s

Transformer

3000

4.5

0.99963

199

0.001

0.047033

0.98502

0.0012742

0.99981

0.99841

0.99983

Finished

awni00

2y ago

1m 53s

Transformer

3000

0.99994

199

0.001

0.039676

0.98763

0.0004215

0.99999

0.9997

0.99998

Finished

awni00

2y ago

1m 47s

Transformer

3000

0.99913

199

0.001

0.06205

0.9793

0.0027021

0.99948

0.99595

0.99956

Finished

awni00

2y ago

1m 50s

Transformer

3000

0.99979

199

0.001

0.039195

0.9881

0.00070051

0.99992

0.9993

0.99993

Finished

awni00

2y ago

1m 51s

Transformer

3000

0.99921

199

0.001

0.061047

0.98017

0.0021919

0.99959

0.99645

0.99963

Finished

awni00

2y ago

1m 47s

Transformer

3000

0.99947

199

0.001

0.053011

0.98253

0.0019488

0.99977

0.9977

0.99977

Finished

awni00

2y ago

1m 51s

Transformer

3000

0.99959

199

0.001

0.059073

0.9806

0.001658

0.99984

0.99835

0.99981

Finished

awni00

2y ago

1m 48s

Transformer

3000

0.99999

199

0.001

0.034065

0.98987

0.00029487

0.99999

0.99995

0.99999

Finished

awni00

2y ago

1m 59s

Transformer

3000

0.99969

199

0.001

0.035841

0.98883

0.000807

0.99985

0.99875

0.99987

Finished

awni00

2y ago

1m 48s

Transformer

3000

0.99951

199

0.001

0.046585

0.9848

0.0016107

0.99976

0.99815

0.9998

Finished

awni00

2y ago

1m 51s

Transformer

3000

0.99996

199

0.001

0.039786

0.9884

0.00040669

0.99995

0.9998

0.99997

Finished

awni00

2y ago

18m 41s

Transformer

2900

4.5

0.99925

199

0.001

0.05478

0.98247

0.0022003

0.99965

0.9965

0.99964

Finished

awni00

2y ago

18m 36s

Transformer

2800

4.5

0.98402

199

0.001

0.091738

0.96802

0.023074

0.9919

0.93915

0.99195

Finished

awni00

2y ago

18m 41s

Transformer

2700

4.5

0.99952

199

0.001

0.056331

0.98241

0.0015129

0.99982

0.99808

0.99981

Finished

awni00

2y ago

18m 36s

Transformer

2600

4.5

0.88895

199

0.001

0.30188

0.88507

0.15588

0.93857

0.68646

0.938

Finished

awni00

2y ago

17m 46s

Transformer

2500

4.5

0.99233

199

0.001

0.080388

0.97416

0.0071895

0.99818

0.982

0.99812

Finished

awni00

2y ago

17m 49s

Transformer

2400

4.5

0.98343

199

0.001

0.13043

0.95465

0.027722

0.99175

0.92744

0.99178

Finished

awni00

2y ago

17m 50s

Transformer

2300

4.5

0.9933

199

0.001

0.099628

0.9666

0.012975

0.9968

0.96927

0.99679

Finished

awni00

2y ago

17m 52s

Transformer

2200

4.5

0.98472

199

0.001

0.13576

0.95365

0.025393

0.99252

0.93345

0.99248

Finished

awni00

2y ago

17m 41s

Transformer

2100

4.5

0.74882

199

0.001

0.49192

0.81388

0.39549

0.84501

0.49804

0.84468

Finished

awni00

2y ago

1d 4h 19m 33s

Transformer (Pre-Trained; reshuffled attr)

1550

4.5

0.51827

185.85

0.001

0.35178

0.87294

1.38766

0.63042

0.42686

0.63051

Finished

awni00

2y ago

12h 7m 46s

Relational Abstractor

1550

4.5

0.96213

124.49667

0.001

0.055452

0.98182

0.066904

0.97652

0.92968

0.97652

Finished

awni00

2y ago

22m 46s

Relational Abstractor

3000

4.5

0.99997

89.1

0.001

0.011094

0.99698

0.00010866

0.99999

0.99995

0.99999

Finished

awni00

2y ago

22m 49s

Relational Abstractor

2900

4.5

0.99994

90.7

0.001

0.012071

0.9967

0.000095642

0.99999

0.99991

0.99999

Finished

awni00

2y ago

22m 15s

Relational Abstractor

2800

4.5

0.99992

89.1

0.001

0.012098

0.99658

0.00011365

0.99999

0.99991

0.99999

Finished

awni00

2y ago

22m

Relational Abstractor

2700

4.5

0.9997

87.4

0.001

0.0218

0.99312

0.00080663

0.99987

0.99879

0.99987

Finished

awni00

2y ago

23m

Relational Abstractor

2600

4.5

0.99987

94.4

0.001

0.012246

0.99661

0.00011953

0.99999

0.99985

0.99999

Finished

awni00

2y ago

22m 34s

Relational Abstractor

2500

4.5

0.99996

93.1

0.001

0.012539

0.99663

0.0001645

0.99998

0.99991

0.99999

Finished

awni00

2y ago

22m 13s

Relational Abstractor

2400

4.5

0.99994

92.6

0.001

0.013504

0.99617

0.00011591

0.99999

0.99993

0.99999

Finished

awni00

2y ago

23m 20s

Relational Abstractor

2300

4.5

0.99975

100.5

0.001

0.016245

0.99537

0.00028982

0.99996

0.99954

0.99996

Finished

awni00

2y ago

21m 51s

Relational Abstractor

2200

4.5

0.99991

93.1

0.001

0.019741

0.99433

0.0001792

0.99999

0.99984

0.99998

Finished

awni00

2y ago

21m 19s

Relational Abstractor

2100

4.5

0.99993

91.7

0.001

0.01482

0.99592

0.00015543

0.99999

0.99992

0.99999

Finished

awni00

2y ago

6h 22m 33s

Relational Abstractor (Pre-Trained; reshuffled attr)

830.76923

4.42308

0.91933

141.64103

0.001

0.084844

0.97134

0.13539

0.95369

0.83347

0.95366

Finished

awni00

2y ago

1m 50s

Pre-training Task (reshuffled attr); Transformer

pretraining

87500

0.12234

199

0.001

0.52136

0.8124

2.64657

0.3239

0.0077

0.32811

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