Request for Explanation on steps_per_epoch parameter

[Deepti_Prasad]

Hello Deepthi_M

Kindly refer the below comment to understand in detail about steps per epoch and epoch training. If you still have doubt, kindly ask.

Are metrics for each batch or whole dataset?

WHAT IS STEPS AND EPOCH? Steps refer to the number of batches processed by the model during training. A batch is a subset of the training data used to update the model’s weights. The number of steps defines how many times the model goes through the training data. On the other hand, an epoch is defined as one complete pass through the entire training dataset. In other words, one epoch means the model has seen the entire training data once. During an epoch, the model goes through multiple batche…

Regards
DP