resnet-pytorch Table – Weights & Biases

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Alvarobartt's workspace

Runs

24

epoch

test_acc

test_error

test_loss

test_time

train_acc

train_error

train_loss

train_time

Finished

-

alvarobartt

4y ago

1h 3m 38s

-

resnet32

128

79

391

-

false

cross_entropy_loss

cifar10

10000

50000

164

[32,32]

64000

32

0.1

[82,123]

sgd

a

464154

true

-

0.9228

0.0772

0.34387

1.78201

0.99778

0.00222

0.0094118

21.44963

Failed

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alvarobartt

4y ago

9s

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-

Finished

-

alvarobartt

4y ago

1h 24m 39s

-

resnet44

128

79

391

-

false

cross_entropy_loss

cifar10

10000

50000

164

[32,32]

64000

44

0.1

[82,123]

sgd

b

658586

true

-

0.9108

0.0892

0.44077

2.29431

0.99696

0.00304

0.01248

28.72005

Finished

-

alvarobartt

4y ago

1h 24m 31s

-

resnet44

128

79

391

-

false

cross_entropy_loss

cifar10

10000

50000

164

[32,32]

64000

44

0.1

[82,123]

sgd

a

658586

true

-

0.9282

0.0718

0.32921

2.28548

0.9987

0.0013

0.006823

28.61036

Finished

-

alvarobartt

4y ago

1h 9m 31s

-

resnet32

128

79

391

-

false

cross_entropy_loss

cifar10

10000

50000

164

[32,32]

64000

32

0.1

[82,123]

sgd

a

464154

true

-

0.9036

0.0964

0.43955

1.99112

0.99244

0.00756

0.024409

23.43862

Finished

-

alvarobartt

4y ago

55m 4s

-

resnet20

128

79

391

-

false

cross_entropy_loss

cifar10

10000

50000

164

[32,32]

64000

20

0.1

[82,123]

sgd

a

269722

true

-

0.9165

0.0835

0.35916

1.68772

0.99242

0.00758

0.02551

18.3857

Finished

-

alvarobartt

4y ago

55m 11s

-

resnet20

128

79

391

-

false

cross_entropy_loss

cifar10

10000

50000

164

[32,32]

64000

20

0.1

[82,123]

sgd

-

269722

true

-

0.9207

0.0793

0.35253

1.7011

0.99356

0.00644

0.022661

18.45378

Finished

-

alvarobartt

4y ago

1h 9m 14s

-

resnet32

128

79

391

-

false

cross_entropy_loss

cifar10

10000

50000

164

[32,32]

64000

-

0.1

[82,123]

sgd

-

-

true

-

0.9275

0.0725

0.3357

1.98349

0.99758

0.00242

0.0090131

23.37048

Finished

-

alvarobartt

4y ago

55m 9s

-

resnet20

128

79

391

-

false

cross_entropy_loss

cifar10

10000

50000

164

[32,32]

64000

-

0.1

[82,123]

sgd

-

-

true

-

0.9173

0.0827

0.35867

1.71052

0.99448

0.00552

0.020964

18.47502

Finished

-

alvarobartt

4y ago

54m 40s

-

resnet20

128

-

-

-

false

cross_entropy_loss

cifar10

10000

50000

164

[32,32]

64000

-

0.1

[82,123]

sgd

-

-

true

-

0.8711

0.1289

0.44428

1.67289

0.93284

0.067162

0.19356

18.24513

Finished

-

alvarobartt

4y ago

44m 22s

-

resnet20

128

-

-

-

false

cross_entropy_loss

cifar10

10000

50000

164

[32,32]

64000

-

0.1

[82,123]

sgd

-

-

true

-

0.837

0.163

0.5195

1.41598

0.88845

0.11155

0.31814

14.36109

Finished

-

alvarobartt

4y ago

45m 26s

-

resnet20

128

-

-

-

false

cross_entropy_loss

cifar10

10000

50000

164

[32,32,3]

64000

-

0.1

-

sgd

-

-

true

-

0.887

0.113

0.43061

1.42159

0.9668

0.0332

0.096471

15.40291

Finished

-

alvarobartt

4y ago

45m 33s

-

resnet20

128

-

-

-

false

cross_entropy_loss

cifar10

10000

50000

164

[32,32,3]

64000

-

0.1

-

sgd

-

-

true

-

0.8866

0.1134

0.43997

1.43088

0.96502

0.03498

0.098706

15.53754

Finished

-

alvarobartt

4y ago

35m 13s

-

resnet32

64

-

-

removed softmax in last fc layer and used AdaptiveAvgPool2d

false

cross_entropy_loss

cifar10

-

-

82

[32,32,3]

64000

-

0.1

-

sgd

-

-

true

-

0.8843

0.1157

0.3805

1.63973

0.94712

0.05288

0.14952

24.05431

Finished

-

alvarobartt

4y ago

28m 38s

-

resnet20

64

-

-

removed softmax in last fc layer and used AdaptiveAvgPool2d

false

cross_entropy_loss

cifar10

-

-

82

[32,32,3]

64000

-

0.1

-

sgd

-

-

true

-

0.8817

0.1183

0.38036

1.46749

0.93482

0.06518

0.18711

19.55597

Finished

-

alvarobartt

4y ago

35m 24s

-

resnet32

64

-

-

-

false

cross_entropy_loss

cifar10

-

-

82

[32,32,3]

64000

-

0.1

-

sgd

-

-

true

-

0.8881

0.1119

0.36838

1.63415

0.9496

0.0504

0.14308

23.93902

Finished

-

alvarobartt

4y ago

28m 48s

-

resnet20

64

-

-

-

false

cross_entropy_loss

cifar10

-

-

82

[32,32,3]

64000

-

0.1

-

sgd

-

-

true

-

0.8798

0.1202

0.38238

1.53271

0.93256

0.06744

0.18854

19.52604

Failed

-

alvarobartt

4y ago

28m 10s

-

resnet20

64

-

-

-

false

cross_entropy_loss

cifar10

-

-

82

[32,32,3]

64000

-

0.1

-

sgd

-

-

true

-

0.8797

0.1203

0.38

1.52892

0.93462

0.06538

0.18614

19.51455

Finished

-

alvarobartt

4y ago

28m 43s

-

resnet-20

64

-

-

-

false

cross_entropy_loss

cifar-10

-

-

82

[32,32,3]

64000

-

0.1

-

sgd

-

-

true

-

0.8808

0.1192

0.38087

-

0.93278

0.06722

0.18921

-

Finished

-

alvarobartt

4y ago

28m 17s

-

resnet-20

64

-

-

-

false

cross_entropy_loss

cifar-10

-

-

82

[32,32,3]

64000

-

0.1

-

sgd

-

-

true

-

0.8801

0.1199

0.37893

-

0.93236

0.06764

0.19007

-

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