Saswata ChakravartySpeeding up data pipelines for deep learning using RayLearn how to leverage Ray, a python library for distributed computation, to parallelise training data pipeline.4 min read·May 24, 2021----
Saswata ChakravartyPython GIL: a case study.Python is infamous for its GIL — the global interpreter lock. The GIL restricts the python interpreter to execute only one thread at a…4 min read·May 16, 2021----
Saswata ChakravartyinAnalytics VidhyaCustom Keras Models and tf functions in Tensorflow 2.1In this post, I will explore different options of how tf.functions can be used to improve the training speed of a custom keras models.7 min read·Apr 10, 2020--2--2
Saswata ChakravartyThe real story of Education in DelhiLooking beyond the new 20000 classrooms, swimming pools and shooting ranges…6 min read·Feb 6, 2020----
Saswata ChakravartyTransactions using Flask-SQLAlchemySQLAlchemy is a popular ORM framework in python and the Flask-SQLAlchemy is an extension for the Flask framework that adds support for…2 min read·Oct 12, 2019----
Saswata ChakravartyAn interactive dashboard for Indian Parliament statistics using DashVisit https://lok-sabha-review.herokuapp.com and review the performance of your elected representative.2 min read·Apr 20, 2019----
Saswata ChakravartyUnderstanding Event Driven SystemsLearn how event driven asynchronous non blocking i/o works with the help of simple python code snippets.5 min read·Apr 16, 2019----