Common questions while working with Large Language ModelsSo lately I’ve been spending time in digging the basics of LLMs to get a good brief overview of the basics.Mar 22Mar 22
Paper Summary — Deep Leakage from GradientsPaper Link — https://arxiv.org/abs/1906.08935Dec 12, 2023Dec 12, 2023
Paper Summary — ShuffleNetv2 : Practical Guidelines for Efficient CNN Architecture DesignIn this paper, authors have discussed how using only FLOPs (floating point operations per second) doesn’t determine the actual speed of…Aug 26, 2023Aug 26, 2023
Paper Summary — RepVGG : Making VGG-style ConvNets Great AgainIn this paper, the authors introduce RepVGG. a modified version of the VGG architecture with different Training/Inference architecture…Jul 16, 2023Jul 16, 2023
Paper Summary — Efficient Long Range Attention Network (ELAN)In this blog, I will summaries the paper “Efficient Long-Range Attention Network for Image Super-resolution”. In this paper, the authors…Jun 29, 20232Jun 29, 20232
Paper Summary — Searching for TrioNetIn this blog, I will summaries the paper “Searching for TrioNet : Combining Convolution with Local and Global Self-Attention” in brief. In…Jun 29, 2022Jun 29, 2022
All you want, to get started with GStreamer in PythonThis blog helps you get started with GStreamer. It will cover Introduction to GStreamer, Installation process (For Ubuntu based distros)…May 29, 20221May 29, 20221
Intel OpenVINO in briefThis blog focuses on theoretical and practical knowledge of OpenVINO. It discusses few prominent features of OpenVINO to help you get…Apr 25, 2022Apr 25, 2022
Video Analytics Dashboard for YoloV5 and DeepSortThis blog is about a small scale video analytics tool which I built recently using Yolov5, DeepSort and Streamlit. In this blog, I will…Mar 27, 2022Mar 27, 2022
Dive into basics of GPU, CUDA & Accelerated programming using Numba in PythonIn this blog, I will talk about basics of GPU, CUDA and Numba. I will also briefly discuss how using Numba makes a noticable difference in…Feb 8, 2022Feb 8, 2022
