Guide-yakabatana mibvunzo · Pakati Nhanho

Warmup uye Cosine Annealing Schedules Quiz

Yedza warmup yekutanga-yekudzidzira basa, shanduko yekuora kwecosine, uye maverengero ehurongwa mutsara wemutsetse uye magumo.

Nzira dzekutungamira dzinoenderanaWarmup Uye Cosine Annealing Schedules
Mubvunzo 1 ye 8

Ndechipi chinangwa chikuru chechikamu chekudziya pakutanga kwekudzidziswa?

Tarisa mubvunzo wese8 mibvunzo

Mhinduro uye tsananguro zvinoonekwa paunenge uchitora bvunzo.

  1. Ndechipi chinangwa chikuru chechikamu chekudziya pakutanga kwekudzidziswa?
    • Kudzikamisa kudzidziswa kwekutanga kana uremu husina kurongeka uye magradients ane ruzha
    • Kuwedzera batch saizi zvishoma nezvishoma
    • Kuomesa machira ezasi emuenzaniso
    • Kudzvanya iyo modhi kuti ikurumidze kufungidzira
  2. Cosine annealing inoora mwero wekudzidza uchitevera chimiro chipi?
    • Mutsara wakarurama diagonal
    • Cosine curve inotangira kumusoro, kurerutsira, uye kutsetseka pedyo ne zero
    • Nhanho inoshanda inodonha panguva yakatarwa
    • An exponential spike kumusoro
  3. Ndeipi optimizer inonyanya kubatsira kubva pakudziya nekuti fungidziro yekusiyana kwayo haina kuvimbika pakutanga?
    • Plain SGD isina kukurumidza
    • Grid search
    • Adamu nemhando dzayo
    • K-zvinoreva
  4. Mune cosine formula, T inomirirei?
    • Iyo tembiricha yemhando yesampling
    • Huwandu hweGPUs dzakashandiswa
    • Saizi yemazwi tokenizer
    • Huwandu hwematanho ekudzidziswa muhurongwa
  5. Mugwaro rekudziya-pamwe-cosine regwaro, chii chinotanga mushure mekunge warmup yasvika pachiyero chainotarirwa?
    • Kuora kweCosine kunotanga kubva padanho repamusoro rekudzidza
    • Ese maremu emhando anoiswa patsva
    • Iyo purogiramu inoshandura kune imwe nguva zero rate
    • Momentum inobviswa kubva kune yega optimizer
  6. A linear warmup inokwira kubva paziro kusvika kune yainotarirwa mwero pamusoro pematanho mazana maviri. Nechiyero chipi chinoshandiswa pakati?
    • The full target rate
    • Inenge hafu yechiyero chakatarwa
    • Chiyero chekudzidza chiri zero chaizvo
    • Kaviri chiyero chakatarwa
  7. Pa cosine horizon t = T, ndeipi yekuwedzera iyo cosine formula yegwaro inoburitsa?
    • Imwe
    • Imwe-hafu
    • Zero
    • Inova negative one
  8. Sei uchifanira kuora zvishoma nezvishoma mushure mekudziya pane kungoisa mwero kusvika zero?
    • Inovimbisa hushoma hwepasi rose
    • Inowedzera iyo modhi parameter kuverenga
    • Inobvisa kudiwa kwekutarisa kurasikirwa kwekudzidziswa
    • Iyo inoita kuti chiyero chireruke pasi kuitira kuti optimization igare zvishoma nezvishoma