What is Pruning? Definition | AI Understanding

Nkọwa

Iwepu ihe atụ dị obere mkpa ma ọ bụ neuron iji belata nha na gbakọọ.

Okwu ndị metụtara

Nleba anya windo slide

Usoro nlebara anya ebe akara ngosi nke ọ bụla na-aga naanị na windo nwere oke nke akara dị nso iji belata mkpokọta.

Mmekọrịta siri ike na-egosi ka arụmọrụ na-esi eme nke ọma site na nha nlereanya, data, ma ọ bụ gbakọọ.

Ihe Nlereanya Distilled

Ihe nlere dị nta zụrụ azụ iṅomi omume nke ihe nlereanya ka ọ na-eji obere mgbako na ntinye.

Algọridim ọzụzụ bụ isi nke na-emelite nha ihe atụ site na ịgbasa mperi amụma azụ site na netwọkụ.

Akụrụngwa nhazi achọrọ iji zụọ na ịgba ọsọ ụdị, a na-atụkarị ya na FLOPS ma ọ bụ awa GPU.

Vector na-egosi ego ole paramita ọ bụla kwesịrị ịgbanwe iji belata mfu.

Mụtakwuo na ntuziaka efu anyị

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

Hụkwa

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

Chọgharịa akwụkwọ nkọwa AI zuru ezu Nyochaa ntuziaka AI niile efu