What is Pruning? Definition | AI Understanding

Ibisobanuro

Kuraho uburemere buke bwikitegererezo cyangwa neuron kugirango ugabanye ubunini na compte.

Amagambo afitanye isano

Kunyerera Idirishya

Uburyo bwo kwitondera aho buri kimenyetso cyitabira gusa idirishya rinini ryerekana idirishya ryerekana ibimenyetso kugirango ugabanye compte.

Amategeko yo gupima

Isano ifatika yerekana uburyo imikorere itera imbere nubunini bwikitegererezo, amakuru, cyangwa kubara.

Icyitegererezo gito cyatojwe kwigana imyitwarire nini yicyitegererezo mugihe ukoresheje compte nkeya.

Gusubira inyuma

Amahugurwa yibanze algorithm ivugurura uburemere bwikitegererezo mugukwirakwiza amakosa yo guhanura inyuma binyuze murusobe.

Ibikoresho byo gutunganya bisabwa guhugura no gukora moderi, akenshi bipimwa mumasaha ya FLOPS cyangwa GPU.

Inzitizi yerekana uko buri kintu kigomba guhinduka kugirango igabanye igihombo.

Wige byinshi mubuyobozi bwacu

Attention Rollout and Head Pruning Structured Pruning and Layer Dropping Model Pruning

See also

Prompt Injection Quantization Prompt Engineering RAG (Retrieval-Augmented Generation)Prompt Recall Pretraining Recommendation System

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