<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Logeswaran Sivakumar</title><description>Machine learning engineer working on model efficiency and GPU performance: training, inference, and the hardware underneath.</description><link>https://logeswaranofficial.com/</link><language>en-us</language><item><title>Building an Out-of-Tree PyTorch Backend, End to End</title><link>https://logeswaranofficial.com/blog/building-a-pytorch-backend/</link><guid isPermaLink="true">https://logeswaranofficial.com/blog/building-a-pytorch-backend/</guid><description>Building a PyTorch backend from scratch: device runtime, caching allocator, dispatcher registration, an IR, fusion and CUDA code generation, and testing.</description><pubDate>Sun, 11 Oct 2026 00:00:00 GMT</pubDate><category>pytorch</category><category>torch-compile</category><category>compilers</category><category>kernel-fusion</category><category>cuda</category></item><item><title>Understanding and Exploring 3D Gaussian Splatting: A Comprehensive Overview</title><link>https://logeswaranofficial.com/blog/3d-gaussian-splatting/</link><guid isPermaLink="true">https://logeswaranofficial.com/blog/3d-gaussian-splatting/</guid><description>Blending Pixels and Realities with no compromise in Speed</description><pubDate>Thu, 28 Dec 2023 00:00:00 GMT</pubDate><category>graphics</category><category>gaussian-splatting</category><category>nerf</category><category>rendering</category><category>deep-learning</category></item><item><title>Mr. Pose: An Easy Guide for Pose Estimation with Google’s MediaPipe</title><link>https://logeswaranofficial.com/blog/pose-estimation-with-mediapipe/</link><guid isPermaLink="true">https://logeswaranofficial.com/blog/pose-estimation-with-mediapipe/</guid><description>Learn to estimate human poses for exercises using MediaPipe by Google</description><pubDate>Mon, 31 Oct 2022 00:00:00 GMT</pubDate><category>computer-vision</category><category>pose-estimation</category><category>mediapipe</category><category>deep-learning</category></item><item><title>Playground for Stable Diffusion</title><link>https://logeswaranofficial.com/blog/stable-diffusion-playground/</link><guid isPermaLink="true">https://logeswaranofficial.com/blog/stable-diffusion-playground/</guid><description>An Easy Guide to using Stable Diffusion model for image and video generation</description><pubDate>Sun, 16 Oct 2022 00:00:00 GMT</pubDate><category>stable-diffusion</category><category>image-generation</category><category>animation</category><category>deep-learning</category></item></channel></rss>