Guide-yakabatana mibvunzo · Pakati Nhanho

Dzvinya-uye-Kunakidzwa Networks Mibvunzo

Inotarisa kusvinwa uye nhanho dzekusimudzira, kudzoreredza chiteshi, chiyero chebhodhoro uye humbowo kuseri kweSE architecture.

Nzira dzekutungamira dzinoenderanaKusvina Uye Kunakidzwa Networks
Mubvunzo 1 ye 8

Ko iyo 'kusvina' nhanho muSE block inoitei?

Tarisa mubvunzo wese8 mibvunzo

Mhinduro uye tsananguro zvinoonekwa paunenge uchitora bvunzo.

  1. Ko iyo 'kusvina' nhanho muSE block inoitei?
    • Inoshandisa avhareji yepasi rose kubatana kupfupisa chiteshi chega chega muhukoshi humwe
    • Dhonza mufananidzo kusvika pakukura diki
    • Inobvisa migero isina basa zvachose
    • Inoshandisa softmax pamusoro penzvimbo dzepamhepo
  2. Chii chinonzi 'excitation' danho rinobuda?
    • Seti itsva yemasefa ekuchinja
    • Huremu pa-per-channel pakati pe0 ne1
    • Bhokisi rinosungirirwa
    • A segmentation mask
  3. Mayemu ekunakidzwa anoiswa sei kumepu yepakutanga?
    • Yakawedzerwa element-wise
    • Yakabatanidzwa senzira itsva
    • Yawanza nzira-huchenjeri
    • Inoshandiswa kuvhara nzvimbo dzepasi
  4. Sei kunakidzwa kunoshandisa bhodhoro rine reshiyo yekuderedza (kazhinji 16)?
    • Kuwedzera huwandu hwemakirasi ekubuda
    • Kubvisa kudiwa kwema convolutions
    • Kuita kuti network ive shoma
    • Kuchengeta iyo yakawedzera parameter uye compute diki
  5. Ndeapi makwikwi akahwina SENet muna 2017?
    • Iyo ImageNet ILSRCC yemhando dambudziko
    • Iyo COCO yekuona dambudziko
    • Makwikwi eKaggle Titanic
    • Iyo GLUE bhenji
  6. Ndedzipi gare gare zvivakwa zvinomisikidza SE zvidhinha kuti zvishande?
    • BERT uye GPT
    • EfficientNet uye MobileNetV3
    • Word2Vec uye Glove
    • WaveNet uye 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