What is Gradient? Definition | AI Understanding

Itumọ

Fekito ti n fihan iye paramita kọọkan yẹ ki o yipada lati dinku pipadanu.

Awọn ofin ti o jọmọ

Oṣuwọn ẹkọ

Hyperparameter ikẹkọ ti n ṣakoso iye awọn paramita ṣe iyipada igbesẹ imudojuiwọn kọọkan.

Ibasepo ti o ni agbara ti n fihan bi iṣẹ ṣe n dara si pẹlu iwọn awoṣe, data, tabi iṣiro.

Sisun Window akiyesi

Apẹrẹ akiyesi nibiti ami ami kọọkan wa nikan si window iwọn ti o wa titi ti awọn ami ti o wa nitosi lati dinku iṣiro.

GAN (Nẹtiwọọki Adversarial Generative)

A generative setup ibi ti a monomono ati discriminator reluwe lodi si kọọkan miiran.

Bii awoṣe ṣe daradara lori tuntun, data ti a ko rii ni ita eto ikẹkọ.

Isọkalẹ Ilọsiwaju

Ọna iṣapeye ti o ṣe imudojuiwọn awọn paramita ni itọsọna ti o dinku aṣiṣe.

Kọ ẹkọ diẹ sii ninu awọn itọsọna ọfẹ wa

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

Wo tun

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

Ṣawakiri ni kikun AI Gilosari Ṣawari gbogbo awọn itọsọna AI ọfẹ