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---
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)
"""
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