Running a containerized MongoDB application using an attached EBS volume data store
Over the past few months, I’ve been learning how to build ML pipelines consisting of containerized micro services. A common task in such pipelines is […]
Year: 2019
Europe Trip – Sep/Oct 2019
In this post, I’ll describe the highlights of my recently concluded trip to Europe. I’ll include a brief history of the places I visited, interesting […]
Note on using the Tesla Autopilot from DC to Boston
I went to Boston on Aug 25th for work and stayed there until Aug 29th. Then I drove from Boston to NYC and stayed with […]
Time series prediction
In this post, I’ll describe my implementation and explanation of key elements of DeepAR, a probabilistic forecasting method based on autoregressive recurrent networks introduced by […]
Buying a Tesla
I recently bought a Tesla Model 3 AWD, extended range version. I’m not the type to talk about things you can buy with money that […]
Understanding incremental decoding in fairseq
Recently, I’ve been learning about sequence-to-sequence translation systems and going through Pytorch’s fairseq code. I’ve been focusing on the convolutional seq-to-seq method by Gehring et al. […]
Distributed data parallel training using Pytorch on AWS
In this post, I’ll describe how to use distributed data parallel techniques on multiple AWS GPU servers to speed up Machine Learning (ML) training. Along […]
Pipelining data processing and host-to-device data transfer
The purpose of this post is to show how to use multi-threading to parallelize data processing with data transfer from pageable to page-locked memory. I […]
Finnish Healthcare
During my recent visit to Helsinki, Finland, I became an uncle. My congratulations and best wishes to my brother Abhishek and sister in law Ashima […]
My experience with home ownership
On Thursday this week (1/17/2019), I sold my my house in Laurel. This marked the end of a 12 year story that began in June […]