quiz bu lëkkale ak tegtal · Diggante Niveau

Quiz Reseau Squeeze-ak-Excitation

Saytu etapu fippu ak excitation, pondération chaine, dimension bottleneck ak firnde yi ci ginaaw architecture SE.

Yooni njiit yu jëm ciReseau de squeeze ak excitation
Laaj 1 de 8

Lan la jéego 'squeeze' bi ci benn blok SE di def?

Xoolaatal laaj bu nekk8 laaj

Sooy def quiz bi, tontu yi ak leeral yi dañuy feeñ.

  1. Lan la jéego 'squeeze' bi ci benn blok SE di def?
    • Jëfandikool pooling moyen global ngir tënk chaine bu nekk ci benn valeur
    • Daggal nataal bi ci dayo bu gëna ndaw
    • Dindi chaine yu bari yi ba fàww
    • Jëfandikool ab softmax ci kaw barabi bayaal
  2. Lan mooy jéego 'excitation' biy génne?
    • Setu filtre convolution bu bees
    • Poids ci chaine bu nekk diggante 0 ak 1
    • Box buy tënk
    • Masku xaaj
  3. naka lañuy jëfandikoo poids excitation yi ci kàrtu màndarga yi njëkk?
    • Yokk nañu ci wàllu elemen
    • ñu boole leen ñuy chaine yu bees
    • chaine yu bari
    • Dañu koy jëfandikoo ngir maskeer gox yi
  4. Lan moo waral excitation bi di jëfandikoo ab bottleneck bu am ratio buy wàññi (dafay faral di nekk 16)?
    • Yokk limu klaas yiy génne
    • Ngir dindi soxla convolusioŋ
    • Ngir gëna xóotal reso bi
    • Ngir tëye parametre yiñ yokk ak xayma yu ndaw
  5. Ban competition la SENet jëlee ci 2017?
    • ImageNet ILSVRC xaaj
    • jafe-jafe gis COCO
    • Kaggle Titanic
    • Référence GLUE bi
  6. Ban architecture yu ci topp ñoo samp ay bloc SE ngir gëna am njariñ?
    • BERT ak GPT
    • Net Efficient ak MobilNetV3
    • Word2Vec ak Gant
    • WaveNet ak Tacotron
  7. In the excitation step, which activations connect the two fully connected layers in the guide’s SE block?
    • Softmax followed by ReLU
    • Tanh followed by max pooling
    • ReLU followed by sigmoid after the second projection
    • GELU followed by layer normalization
  8. An SE block has C = 256 channels and reduction ratio r = 16. What is the bottleneck width?
    • 4 units
    • 32 units
    • 256 units
    • 16 units