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Stochastic Gradient Descent

stoh-KAS-tik GRAY-dee-unt

/stoʊˈkæstɪk ˈɡreɪdiənt/

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Syllable breakdown

Stochasticgradient

Dictionary meaning

A variant of gradient descent that updates parameters using one sample at a time.

Examples

  • SGD is computationally cheaper than batch gradient descent.

Pronunciation tips

Often abbreviated as SGD. 'Stochastic': stress on second syllable.

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