Adam

The final submission folder - SMAI_Entropy_Death

Team Entropy Death

1. Vishal Reddy Mandadi
2. Pranshul Chawla
3. Ruthwik Reddy
4. Naman Verma

Purpose

The main aim of this project is to re-implement ADAM in PyTorch and test the claims made by the paper - Adam: A Method for Stochastic Optimization In addition to that, we also implemented a visualizer to visualize the performance of different optimizers on various 3 dimensional terrains like saddle points, the rosenbrock function and unequal minima.

Report, results and code

• Report
• Visualizer results
• Final submission (code and graphs)