Anirudh GuptainTowards DevOptimize Deep Learning Inference on GPU — Part 1Optimizing deep learning inference on GPUs by leveraging multiprocess application servers.·4 min read·Feb 3, 2022--1--1
Anirudh GuptainCodeXTonal Quality of Vibrations: Why are drums not rectangular in shape?I have always been fascinated by how properties of any waveform are related to the way we perceive it. Especially the shape of waveforms…·7 min read·Jun 21, 2021----
Anirudh GuptainGeek CultureAccuracy, Precision, and Recall in Plain EnglishWhen we are training machine learning algorithms for various classification tasks, accuracy seems to be a meaningful metric. For example…·4 min read·Apr 6, 2021----
Anirudh GuptainGeek CultureSelf Supervised Learning finds Speech RecognitionMost of research in speech recognition has relied on the availability of labelled data. Especially end to end automatic speech recognition…·3 min read·Nov 11, 2020----
Anirudh GuptainGeek CultureClustering: A Deeper LookClustering is an unsupervised learning technique in which we are trying to find groupings in the data set based on some known or unknown…·5 min read·May 31, 2020----
Anirudh GuptainGeek CulturePainless GPU and tensorflow/PyTorch integration on Ubuntu 18.04There are numerous posts about setting up your GPU on the internet. I tried to follow so many of them to set up my machine, but was…4 min read·Apr 24, 2019----
Anirudh GuptaDemystifying Bayes’ Decision RuleBayesian decision theory is a fundamental statistical approach to solve classification problems. It relies on prior probabilities and…·7 min read·Jun 12, 2018----