epochs

[US]/[ˈepɒks]/
[UK]/[ˈepɒks]/
Frequency: Very High

Translation

n.a long and distinct period of history with its own particular features or characteristics.; a unit of time used in machine learning, representing one pass through the training dataset.
n., pl.geological periods characterized by specific rock formations.

Phrases & Collocations

across epochs

defining epochs

epoch making

new epochs

epoch's end

epoch shift

epoch history

epoch dawn

epoch long

epoch marked

Example Sentences

the model was trained over several epochs to improve accuracy.

we analyzed the loss function across different training epochs.

early stopping was implemented to prevent overfitting during training epochs.

each epoch involved processing the entire training dataset once.

the learning rate was adjusted every few epochs to optimize convergence.

the researchers experimented with varying the number of training epochs.

we tracked the validation accuracy across multiple epochs.

the network's performance plateaued after a certain number of epochs.

the training script automatically runs for a specified number of epochs.

the impact of different batch sizes was evaluated across several epochs.

the model's weights are updated at the end of each epoch.

Popular Words

Explore frequently searched vocabulary

Download App to Unlock Full Content

Want to learn vocabulary more efficiently? Download the DictoGo app and enjoy more vocabulary memorization and review features!

Download DictoGo Now