How to Calculate CTC Loss of DL Model in PyTorch?

PyTorch is the framework with the torch module containing the functions and dependencies in the Python language. The combination of Python and torch forms the name PyTorch which is used to design Artificial Intelligence models with Machine Learning or Deep Learning....

How to Create a Python Requirements File?

The requirement file in Python traces and manages the packages and upgrades their legacy version. However, sometimes, the project performance is affected when the “pip” and “package” versions are facing compatibility problems. In such scenarios, Python gives flexible...

How to Get BCE Loss in PyTorch?

Machine Learning is the process of teaching machines and deep learning does the same but uses the neurons to build the structure of the model. The structure consists of multiple layers of neurons and the machines use them to perform multiple iterations to train the...

How to Copy a Tensor in PyTorch?

Copying a tensor can be useful for multiple reasons like building backups for security reasons as they contain important data structures for the models. The user can only copy the structure or hierarchy of the tensor so it can be used with multiple models containing...