Experiments

CNN

cnn exp 001 A

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CNN

cnn exp 002 B

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CNN

cnn exp 004 D

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CNN

cnn exp 005 E

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MLP

mlp adamw swish bigbatch

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MLP

mlp balanced long

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MLP

mlp baseline large batch

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MLP

mlp big batch 512

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MLP

mlp deep 3layers 768 384 192

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MLP

mlp elu 3layers

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MLP

mlp grid base ref i001

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MLP

mlp grid base ref i009

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MLP

mlp grid base ref i013

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MLP

mlp grid base ref i019

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MLP

mlp grid base ref i021

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MLP

mlp grid base ref i023

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MLP

mlp grid base ref i027

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MLP

mlp grid base ref i029

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MLP

mlp grid base ref i033

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MLP

mlp grid base ref i035

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MLP

mlp high lr fast

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MLP

mlp lightweight small

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MLP

mlp narrow many 4layers

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MLP

mlp no reduce lr

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MLP

mlp no smote adam

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MLP

mlp rmsprop bigbatch

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MLP

mlp rmsprop mid

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MLP

mlp sgd conservative

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MLP

mlp sgd nesterov long

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MLP

mlp strong dropout

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MLP

mlp swish deep

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MLP

mlp swish low lr

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MLP

mlp user reference adam 100e b128

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MLP

mlp wide fast b512

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Transfer Learning

transferlearning exp tl 001 MNv3l

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Transfer Learning

transferlearning exp tl 002 EffB0

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Transfer Learning

transferlearning exp tl 003 MNv2

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Transfer Learning

transferlearning exp tl 004 ResNet50

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Transfer Learning

transferlearning exp tl 005 Xception

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Transfer Learning

transferlearning exp tl 006 InceptionV3

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Transfer Learning

transferlearning exp tl 007 MNv3s

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Transfer Learning

transferlearning exp tl 008 VGG16

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Lihat Best Model