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Nadam optimizer explained: Python tutorial for beginners & pros

Learn how to implement the Nadam optimizer from scratch in Python. This tutorial walks you through the math behind Nadam, explains how it builds on Adam with Nesterov momentum, and shows you how to ...
IEEE

An Adaptive Stochastic Dominant Learning Swarm Optimizer for High-Dimensional Optimization

Abstract: High-dimensional problems are ubiquitous in many fields, yet still remain challenging to be solved. To tackle such problems with high effectiveness and efficiency, this article proposes a ...
GitHub

Fribbels Epic 7 Gear Optimizer

This is a tool for organizing gear and optimizing gear and unit builds for Epic 7. Gearing units can be time consuming and it's not easy to find optimal combinations of gear within the game, so I made ...
IEEE

TCP: A Tensor Contraction Processor for AI Workloads Industrial Product*

Abstract: We introduce a novel tensor contraction processor (TCP) architecture that offers a paradigm shift from traditional architectures that rely on fixed-size matrix multiplications. TCP aims at ...
GitHub

A Minimalist Optimizer Design for LLM Pretraining

Preliminary code release for our paper "A Minimalist Optimizer Design for LLM Pretraining", by Athanasios Glentis, Jiaxiang Li, Andi Han and Mingyi Hong. We introduce our proposed optimizer, SCALE, ...