what is the difference between cost function and loss function?
The terms cost and loss functions almost refer to the same meaning. ... The cost function is calculated as an average of loss functions. The loss function is a value which is calculated at every instance. So, for a single training cycle loss is calculated numerous times, but the cost function is only calculated once.