What is Gradient? Definition | AI Understanding

Ibisobanuro

Inzitizi yerekana uko buri kintu kigomba guhinduka kugirango igabanye igihombo.

Amagambo afitanye isano

Igipimo cyo Kwiga

Amahugurwa hyperparameter agenzura uko ibipimo bihindura buri ntambwe yo kuvugurura.

Amategeko yo gupima

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

Kunyerera Idirishya

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

GAN (Umuyoboro rusange wo guhangana)

Gushiraho kubyara aho generator nivangura bitoza mugenzi wabo.

Ukuntu icyitegererezo gikora neza kumakuru mashya, atagaragara hanze yamahugurwa.

Uburyo bwiza bwo kuvugurura ibipimo mubyerekezo bigabanya amakosa.

Wige byinshi mubuyobozi bwacu

Gradient Accumulation Stochastic Gradient Descent with Momentum Nesterov Accelerated Gradient Vanishing and Exploding Gradients

See also

Generative AI Ground Truth Guardrails Function Calling Hallucination Foundation Model Human-in-the-Loop Fine-Tuning

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