sgd

/ɛsdɪ/ (es-dee)

Definitions

1. noun

A variant of SGD, referring to the Stochastic Gradient Descent algorithm, often used in machine learning.

“The team implemented the SGD algorithm to optimize the model’s performance.”

2. abbreviation

Stochastic Gradient Descent

“The research paper focused on the use of SGD in deep learning models.”

3. verb

To implement the Stochastic Gradient Descent algorithm

“The team had to sgd the model to improve its accuracy.”

Synonyms

  • gradient descent
  • stochastic gradient descent

Antonyms

  • batch gradient descent