US_seg_Transfer_gradient Table – Weights & Biases

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Spruijssers's workspace

Runs

100

BatchSize

Freeze

LearnRate

Network

TrainIoU

TrainIoU_end

TrainingLoss

TrainingLossBest

ValIoU

ValIoU_end

ValidationLoss

ValidationLossBest

rmseTopTrain

rmseTopTrain_end

rmseTopVal

rmseTopVal_end

Finished

spruijssers

3y ago

47s

-

32

100

0

4

0.001

false

gradient_gendice

transfer_custom

unet

adam

1

32

0

0.001

unet

0.68502

0.70549

-0.01702

0.03706

0.63449

0.61902

0.15743

0.10918

11.24793

9.90083

14.64286

14.03571

Finished

spruijssers

3y ago

45s

-

32

100

0

4

0.001

false

gradient_gendice

transfer_custom

mobilenetv2

adam

1

32

0

0.001

mobilenetv2

0.917

0.95049

-0.16164

-0.10042

0.65401

0.58227

0.17777

0.11086

1.96694

1.18182

11.25

17.03571

Finished

spruijssers

3y ago

45s

-

32

100

0

4

0.001

false

gradient_gendice

transfer_custom

xception

adam

1

32

0

0.001

xception

0.84527

0.96371

-0.16608

-0.034604

0.63291

0.58166

0.17823

0.12402

4.42975

0.89256

12.82143

12.67857

Finished

spruijssers

3y ago

46s

-

32

100

0

4

0.001

false

gradient_gendice

transfer_custom

resnet50

adam

1

32

0

0.001

resnet50

0.88879

0.97143

-0.17004

-0.074053

0.6427

0.58884

0.16655

0.11036

2.63636

0.71074

9.21429

16.57143

Finished

spruijssers

3y ago

48s

-

32

100

0

4

0.001

false

gradient_gendice

transfer_custom

resnet18

adam

1

32

0

0.001

resnet18

0.74063

0.96482

-0.16697

0.014573

0.54399

0.59297

0.14142

0.10384

10.22314

0.87603

20.57143

12.42857

Finished

spruijssers

3y ago

46s

-

32

100

0

4

0.0005

false

gradient_gendice

transfer_custom

unet

adam

1

32

0

0.0005

unet

0.62965

0.85277

-0.090737

0.14633

0.62687

0.57152

0.16682

0.1225

12.4876

4.96694

10.39286

18.35714

Finished

spruijssers

3y ago

45s

-

32

100

0

4

0.0005

false

gradient_gendice

transfer_custom

mobilenetv2

adam

1

32

0

0.0005

mobilenetv2

0.84571

0.97271

-0.16883

-0.11259

0.62966

0.6123

0.14394

0.10547

5.82645

0.72727

12.25

12.03571

Finished

spruijssers

3y ago

44s

-

32

100

0

4

0.0005

false

gradient_gendice

transfer_custom

xception

adam

1

32

0

0.0005

xception

0.91853

0.96886

-0.16677

-0.14876

0.62416

0.62075

0.1498

0.10626

2.24793

0.7438

11.53571

10.35714

Finished

spruijssers

3y ago

48s

-

32

100

0

4

0.0005

false

gradient_gendice

transfer_custom

resnet50

adam

1

32

0

0.0005

resnet50

0.90866

0.97665

-0.17207

-0.12298

0.57887

0.58022

0.15309

0.10873

2.38017

0.52066

15

15.60714

Finished

spruijssers

3y ago

47s

-

32

100

0

4

0.0005

false

gradient_gendice

transfer_custom

resnet18

adam

1

32

0

0.0005

resnet18

0.84577

0.97225

-0.16776

-0.026237

0.60971

0.59927

0.14198

0.10827

5.12397

0.67769

11.28571

12.89286

Finished

spruijssers

3y ago

45s

-

32

100

0

4

0.0001

false

gradient_gendice

transfer_custom

unet

adam

1

32

0

0.0001

unet

0.67401

0.81341

-0.048805

0.079261

0.64844

0.57831

0.2051

0.12755

11.27273

5.1405

10.71429

18.28571

Finished

spruijssers

3y ago

46s

-

32

100

0

4

0.0001

false

gradient_gendice

transfer_custom

mobilenetv2

adam

1

32

0

0.0001

mobilenetv2

0.77369

0.95928

-0.15952

0.00083536

0.61565

0.58964

0.16412

0.13924

7.38843

1.1157

17.67857

15.67857

Finished

spruijssers

3y ago

44s

-

32

100

0

4

0.0001

false

gradient_gendice

transfer_custom

xception

adam

1

32

0

0.0001

xception

0.91252

0.95989

-0.16185

-0.11926

0.62687

0.6077

0.17024

0.14769

2.87603

0.94215

12.92857

13.46429

Finished

spruijssers

3y ago

44s

-

32

100

0

4

0.0001

false

gradient_gendice

transfer_custom

resnet50

adam

1

32

0

0.0001

resnet50

0.97712

0.97943

-0.17195

-0.16208

0.62653

0.62777

0.13131

0.11507

0.55372

0.5124

10.25

10.57143

Finished

spruijssers

3y ago

44s

-

32

100

0

4

0.0001

false

gradient_gendice

transfer_custom

resnet18

adam

1

32

0

0.0001

resnet18

0.73372

0.97454

-0.16896

0.069424

0.63593

0.58485

0.20197

0.14677

8.28099

0.61157

10.46429

11.07143

Finished

spruijssers

3y ago

43s

-

32

100

0

4

0.00005

false

gradient_gendice

transfer_custom

unet

adam

1

32

0

0.00005

unet

0.70247

0.74835

-0.023106

0.0094408

0.63814

0.5932

0.18974

0.13842

11.06612

7.4876

12.75

20.67857

Finished

spruijssers

3y ago

45s

-

32

100

0

4

0.00005

false

gradient_gendice

transfer_custom

mobilenetv2

adam

1

32

0

0.00005

mobilenetv2

0.76928

0.94709

-0.14853

0.02592

0.58855

0.56419

0.17351

0.15987

7.19835

1.33884

17.28571

17.85714

Finished

spruijssers

3y ago

44s

-

32

100

0

4

0.00005

false

gradient_gendice

transfer_custom

xception

adam

1

32

0

0.00005

xception

0.89048

0.95119

-0.15617

-0.098185

0.61385

0.61347

0.17975

0.16063

3.57025

1.41322

12.89286

12.53571

Finished

spruijssers

3y ago

44s

-

32

100

0

4

0.00005

false

gradient_gendice

transfer_custom

resnet50

adam

1

32

0

0.00005

resnet50

0.69383

0.97483

-0.16818

0.1122

0.63985

0.58364

0.16592

0.14329

11.19835

0.66116

16.53571

14.10714

Finished

spruijssers

3y ago

45s

-

32

100

0

4

0.00005

false

gradient_gendice

transfer_custom

resnet18

adam

1

32

0

0.00005

resnet18

0.71793

0.96862

-0.16562

0.11357

0.62955

0.58657

0.19726

0.15391

9.22314

0.71074

11.35714

11.28571

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