---
title: Batch Scheduler Simulator
emoji: ⚡
colorFrom: gray
colorTo: yellow
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
---

# Batch Scheduler Simulator

A lightweight educational simulator demonstrating the impact of **synchronous vs asynchronous** mini-batch scheduling.

# **Features**
- Adjustable workers, latency, and batch time
- Visualizes idle vs active time
- Computes throughput and idle %
- Perfect for teaching distributed training fundamentals

# Built by [Naga Adithya Kaushik](https://huggingface.co/GenAIDevTOProd)
"""