what is an epoch

what is an epoch An epoch refers to one complete pass of the entire training dataset through the learning algorithm In other words when all the data samples have been exposed to the neural network for learning patterns one epoch is said to be completed Importance of Epochs in Training

EPOCH definition 1 a long period of time especially one in which there are new developments and great change 2 Learn more In chronology and periodization an epoch or reference epoch is an instant in time chosen as the origin of a particular calendar era The epoch serves as a reference point from which time is measured

what is an epoch

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Noun a particular period of time marked by distinctive features events etc The treaty ushered in an epoch of peace and good will Synonyms time era date age the Geology specialized one of the periods of time in which the history of the earth can be measured into which an era can be divided Scientists discovered remains of wooly

An epoch is a period of time marked by certain characteristics you might describe several peaceful decades in a nation s history as an epoch of peace In geologic time an epoch is a division of a period and an age is a division of an epoch In machine learning an epoch refers to a complete iteration over the training data During each epoch the model is trained on the entire dataset and the performance is evaluated using a validation set or a different test set

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In machine learning an epoch refers to a single pass through the training data During each epoch the model is trained on the entire dataset and the weights and biases of the model are updated based on the performance of the model on the training data Noun i p k ep k formal or literary a period of time in history especially one during which important events or changes happen synonym era The death of the emperor marked the end of an epoch in the country s history Extra Examples Topics Time c2 History c2 Oxford Collocations Dictionary Join us

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what is an epoch - An epoch is a period of time marked by certain characteristics you might describe several peaceful decades in a nation s history as an epoch of peace In geologic time an epoch is a division of a period and an age is a division of an epoch