Piyush Dubey

I have developed and implemented robust and scalable APIs utilizing the Deep Learning framework PyTorch. My efforts included not only creating the APIs but also increasing the code coverage of the entire API. My primary emphasis was on conducting thorough unit testing of the SDK (Software Development Kit). We need to compare the behavior of an API when executed on both CPU and CUDA, with a particular focus on our GPU device. During this comparison, I also dedicated attention to debugging and identified a bug in one of the APIs, specifically the 'exponential' function. Additionally, I observed that our GPU device exhibits different behavior when working with the float16 data type compared to the CPU device.