Sashidhar - Weblog

nvlink gpu bandwidth

NVLink and GPU Interconnect

Looking into what is NVLink and getting multiple GPUs to communicate with each other.

Machine Learning llm gpu

Why so many GPUs

Why are so many GPUs needed to train deep learning models?

Machine Learning llm llama2 gpu

Command Line Inference on Llama2 models

My attempt to run inference on llama2 model on a GPU machine

python c++ recipes

Dataclasses in Python and C++

How to use dataclasses in python and their closest equivalent in C++

CS231n Machine Learning

Linear SVM Implementation Notes

Notes on deriving loss functions and gradients for SVM based image classification