Kedis ku xidhan hagaha · Dhexdhexaad Heerka

Kediska Shabakadaha Transformer Space

Dib u eeg meelaynta meelaynta beddelka, jiilka xajmiyeed, muunad la kala duwanaan karo, cabirrada affin, iyo codsiyada isku toosinta joomatari.

Wadooyinka haga ee la xidhiidhaShabakadaha Transformer Space
Su'aal 1 ee 8

Awood noocee ah ayay Shabakadda Transformer Network ku kordhisaa shabakada neerfaha?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Awood noocee ah ayay Shabakadda Transformer Network ku kordhisaa shabakada neerfaha?
    • Kartida lagu baran karo isbeddellada joomatari ee wax ku biirinteeda, sida wareegga iyo miisaanaynta
    • Awoodda lagu cadaadiyo sawirada si aan khasaare lahayn
    • Awoodda curinta qoraallada qoraalka
    • Awoodda in laga saaro dhammaan qaylada maqalka
  2. Waa kuwee saddexda qaybood ee ka kooban moduleka beddelka?
    • Encoder, codeer, iyo takooriye
    • Shabakadda degaanka, koronto dhaliyaha, iyo muunadeeyaha
    • Convolution, isu geynta, iyo softmax
    • Isku-xidhka, feejignaanta, iyo quudinta-horu-marinta
  3. Maxay tahay sababta Shabakadda Transformer-ka loo tababari karaa faafinta caadiga ah?
    • Sababtoo ah ma isticmaalo wax xaddidaad ah
    • Sababtoo ah waxay ku socotaa oo kaliya waqtiga go'aanka
    • Sababtoo ah tilaabo kasta, oo ay ku jirto muunad laba-geesood ah, waa la kala duwanaan karaa
    • Sababtoo ah waxaa lagu tababaray xoojinta barashada
  4. Maxay shabakada deegaanku sida caadiga ah u soo saartaa isbeddelka affine?
    • Hal dhibic kalsoonida
    • Liiska sanduuqyada xidhidhiyaha
    • Maaskaro kala-saarid
    • 2x3 jaantuska isbeddelka ee cabbirrada
  5. Waa maxay sababta CNN-yada caadiga ah ay si daciifnimo ah ugu beddelan yihiin isbeddellada goobta, dhiirigelinta STNs?
    • Waxay inta badan ku tiirsan yihiin isu geynta dulqaad xaddidan
    • Weligood ma isticmaalaan convolutions
    • Ma farsamayn karaan sawirada ka weyn 28x28
    • Waxay u baahan yihiin isbeddel sumadeysan sawir kasta
  6. Codsigee ku habboon yahay Shabakadda Beddelka Dhulka?
    • Kala soocida tirooyinka kaydka xogta
    • Toosinta qoraalka leexsan ama qaloocan kahor aqoonsiga
    • Cadaadiska faylka fiidiyowga
    • Abuuridda qaylada random
  7. What does the grid generator do in a spatial transformer?
    • Assigns a class label to every image pixel
    • Measures the confidence of each object detection
    • Maps output pixel locations back to source-image coordinates using predicted transform parameters
    • Changes the neural network’s vocabulary
  8. What interpolation method does the spatial transformer sampler use?
    • Baadhitaanka Beam
    • Nearest-neighbor word matching
    • Fourier phase rotation only
    • Isdhexgalka laba-geesoodka ah