wake_word_detection Table – Weights & Biases

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Frds's workspace

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epoch/accuracy

epoch/learning_rate

epoch/loss

epoch/lr

epoch/val_accuracy

epoch/val_loss

1m 9s

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include_sweep

relu

40

0.7875

0.99

0.03

8.7500e-8

9

0.0008

nadam

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0.37196

0.000036039

2.40534

0.000036039

0.20185

3.11726

1m 18s

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include_sweep

relu

48

0.675

0.9885

0.01

1.5000e-7

9

0.0007

nadam

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0.36029

0.000025818

2.49886

0.000025818

0.20093

3.17808

1m 56s

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include_sweep

gelu

56

0.675

0.996

0.1

1.2500e-7

9

0.0007

nadam

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0.30122

8.6387e-8

2.62689

8.6387e-8

0.19907

3.08815

1m 35s

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include_sweep

relu

48

0.675

0.9915

0.32

1.1250e-7

5

0.0009

nadam

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0.3106

4.9778e-7

2.66719

4.9778e-7

0.19907

3.10558

1m 11s

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include_sweep

selu

64

0.5625

0.9915

0.17

5.0000e-8

5

0.0008

adam

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0.36486

0.0000080415

2.45911

0.0000080415

0.19815

3.14495

1m 11s

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include_sweep

gelu

80

0.675

0.9945

0.02

8.7500e-8

7

0.001

nadam

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0.36765

0.000045049

2.44062

0.000045049

0.19722

3.18352

1m 56s

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include_sweep

gelu

80

0.9

0.9945

0.17

8.7500e-8

9

0.0007

adam

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0.26192

8.6387e-8

2.83116

8.6387e-8

0.1963

3.12091

1m 7s

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include_sweep

gelu

56

0.5625

0.987

0.04

1.5000e-7

7

0.0009

nadam

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0.35903

0.000040544

2.44118

0.000040544

0.19444

3.16422

1m 12s

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include_sweep

relu

56

0.675

0.9945

0.02

1.3750e-7

9

0.0009

nadam

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0.38793

0.000040544

2.37808

0.000040544

0.19352

3.14849

1m 34s

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include_sweep

selu

56

0.675

0.9885

0.04

1.3750e-7

7

0.0005

nadam

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0.27941

6.1705e-8

2.79699

6.1705e-8

0.19074

3.16455

1m 30s

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include_sweep

gelu

64

0.5625

0.99

0.41

5.0000e-8

11

0.001

adam

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0.24138

1.2341e-7

2.91901

1.2341e-7

0.19074

3.15001

1m 7s

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include_sweep

selu

32

0.7875

0.9855

0.09

5.0000e-8

5

0.0007

adam

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0.40593

0.000031534

2.33232

0.000031534

0.18981

3.17043

1m 31s

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include_sweep

gelu

88

0.7875

0.984

0.16

1.0000e-7

7

0.0009

adam

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0.28829

1.1107e-7

2.71611

1.1107e-7

0.18889

3.11553

1m 20s

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include_sweep

tanh

128

0.9

0.99

0.04

8.7500e-8

11

0.001

adam

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0.29209

1.2341e-7

2.80531

1.2341e-7

0.18889

3.14842

1m 40s

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include_sweep

selu

40

0.5625

0.9885

0.04

1.0000e-7

5

0.0009

adam

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0.44549

0.000073877

2.1779

0.000073877

0.18796

3.20844

1m 59s

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include_sweep

relu

32

0.45

0.9915

0.21

5.0000e-8

9

0.0008

adam

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0.32835

9.8728e-8

2.56064

9.8728e-8

0.18796

3.15011

1m 27s

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include_sweep

selu

56

0.9

0.987

0.15

5.0000e-8

11

0.001

adam

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0.32835

0.000030197

2.57109

0.000030197

0.18796

3.20861

1m 39s

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include_sweep

relu

32

0.5625

0.987

0.54

1.1250e-7

9

0.0007

nadam

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0.23124

8.6387e-8

2.95924

8.6387e-8

0.18704

3.13468

1m 56s

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include_sweep

gelu

40

0.5625

0.99

0.4

1.1250e-7

11

0.0009

nadam

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0.2538

1.1107e-7

2.8668

1.1107e-7

0.18704

3.1266

1m 14s

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include_sweep

tanh

32

0.675

0.9855

0.03

5.0000e-8

11

0.0009

adam

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0.38666

0.0000090467

2.43545

0.0000090467

0.18704

3.15613

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