Manakah yang bukan merupakan hyperparameter pada MLP?
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Persiapan UTS Deep Learning
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Computers
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Hard
Hendrik Sugiarto
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10 questions
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1.
MULTIPLE CHOICE QUESTION
5 mins • 1 pt
Dropout
Learning rate
Bias
Jumlah Neuron
2.
MULTIPLE CHOICE QUESTION
5 mins • 1 pt
Manakah yang masuk akal untuk ukuran tensor pada data minibatch gambar 3 warna?
64x64
16x3x64x64
3x64x64
16x64x64
3.
MULTIPLE CHOICE QUESTION
5 mins • 1 pt
Apakah hasil dari operasi tensor berikut: [1,2]⋅[2,4]
[1,8]
[5,10]
[15]
[10]
4.
MULTIPLE CHOICE QUESTION
5 mins • 1 pt
2σ(WX+b-y)X
2σ(WX+b-y)
2(σ(WX+b)−y)σ(WX+b)X
2(σ(WX+b)−y)σ(WX+b)(1−σ(WX+b))X
5.
MULTIPLE CHOICE QUESTION
5 mins • 1 pt
Berapakah output dari sebuah neuron dengan 5 input (1,2,3,2,1), dengan bobot (3,2,1,0,-1), dan aktivasi f(x)=0.5 x?
9
10
4.5
5
6.
MULTIPLE CHOICE QUESTION
5 mins • 1 pt
Manakah yang bukan prosedur pelatihan deep learning?
Feedforward
Backpropagation
Hyperplane Maximization
Upadate Parameter
7.
MULTIPLE CHOICE QUESTION
5 mins • 1 pt
Manakah metode berikut yang berpeluang mengurangi perbedaan akurasi pada data pelatihan dan tes?
Menambah jumlah lapisan
Early Stopping
Aktivasi ReLU
Optimasi Adam
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