I have a server with 1xNvidia T4 and a 32 Cores CPU. Trying to migrate from pandas to cudf.
I am performing multiple row wise transformations on my data but I could find the CPU computing faster than GPU(using cudf).
Want to understand if using cudf (with single GPU) will leverage all the cores of GPU (I am new to GPU please let me know if there is anything else I need to know about computing with cudf).