What is Pruning? Definition | AI Understanding

Incazelo

Ukususa imodeli yesisindo engabalulekile noma ama-neurons ukunciphisa usayizi nokubala.

Imigomo ehlobene

Ukunaka Kwewindi Elishelelayo

Iphethini yokunaka lapho ithokheni ngayinye ibheka kuphela iwindi losayizi ongashintshi wamathokheni aseduze ukuze kuncishiswe ukubala.

Umthetho Wokukala

Ubudlelwano obunobufakazi obubonisa ukuthi ukusebenza kuthuthukisa kanjani ngosayizi wemodeli, idatha, noma ikhompuyutha.

Imodeli ye-Distilled

Imodeli encane eqeqeshelwe ukulingisa impatho yemodeli enkulu kuyilapho isebenzisa ikhompuyutha encane ekuqondeni.

I-Backpropagation

I-algorithm yokuqeqesha eyinhloko ebuyekeza izisindo zemodeli ngokusabalalisa amaphutha okuqagela emuva ngenethiwekhi.

Izinsiza zokucubungula ezidingekayo ukuze uqeqeshe futhi usebenzise amamodeli, ngokuvamile akalwa ngamahora e-FLOPS noma e-GPU.

Ivekhtha ebonisa ukuthi ipharamitha ngayinye kufanele ishintshe kangakanani ukuze kwehliswe ukulahlekelwa.

Funda kabanzi kumhlahlandlela wethu wamahhala

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

Bhekafuthi

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

Phequlula Uhla lwamagama olugcwele lwe-AI Hlola yonke imihlahlandlela ye-AI yamahhala