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📦 Topic 42: Batching & Caching Strategies

Course: AI Infrastructure — Section 5: Model Serving & Inference Topic: 42 of 70 | Prev:…

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📦 Topic 42: Batching & Caching Strategies — Quick Facts

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Prev: [41-Quantization-Pruning.md](41-Quantization-Pruning.md): Next: 43-Edge-Deployment.md

Topic 1
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🎯 Overview

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Batching = multiple requests ko ek…

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Caching = repeated predictions…

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Dono milke inference cost 3-10x…

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"100 individual requests GPU pe…

Topic 2
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🏗️ Architecture

💡 ` ┌──────────────────────────────────────────────────────────────┐ │ INFERENCE…
Topic 3
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🐍 Complete Python Implementation

🎯 `python ============================================================ Batching & Caching…
Topic 4
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📊 Impact Summary

⭐ | Optimization | Latency Impact | Throughput Impact | Cost Impact |…
Topic 5
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❓ Quiz — 5 MCQs

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A) Model accuracy

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B) Maximum wait time batch banane…

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C) GPU memory

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D) Cache size

Topic 6
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