What is Pruning? Definition | AI Understanding

Tsanangudzo

Kubvisa zviremu zvisingakoshi zvemuenzaniso kana neurons kuderedza saizi uye compute.

Mashoko anoenderana

Sliding Window Attention

Maitiro ekutarisisa apo chiratidzo chega chega chinotarisa chete kune yakasarudzika-saizi hwindo rematokeni ari pedyo kuderedza komputa.

Hukama hwehumwe hunoratidza kuti mashandiro anovandudzika sei nemhando yemhando, data, kana komputa.

Distilled Model

Mutevedzeri mudiki wakadzidziswa kutevedzera maitiro emuenzanisi mukuru asi uchishandisa komputa shoma pakufungidzira.

Backpropagation

Iyo yakakosha kudzidziswa algorithm inogadziridza maremu emhando nekuparadzira zvikanganiso zvekufungidzira kumashure kuburikidza netiweki.

Zvishandiso zvekugadzirisa zvinodiwa kudzidzisa nekumhanyisa modhi, kazhinji kuyerwa muFLOPS kana GPU maawa.

Vector inoratidza kuti yakawanda sei parameter imwe neimwe inofanira kuchinja kuderedza kurasikirwa.

Dzidza zvakawanda mumadhairekitori edu emahara

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

Onawo

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

Bhurawuza yakazara AI Glossary Ongorora ese emahara AI madhairekitori