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🖥️ Topic 13: GPU Clusters & Distributed Computing

Course: AI Infrastructure — Section 2: Cloud & Compute Topic: 13 of 70 | Prev:…

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🖥️ Topic 13: GPU Clusters & Distributed Computing — Quick Facts

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Topic 1
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🎯 Overview

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GPU Cluster = multiple GPU…

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7B model training: 1 GPU = 2…

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Distributed computing = 1 kaam ko…

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Techniques: Data Parallel, Model…

Topic 2
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🏗️ GPU Cluster Architecture

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

🎯 `python ============================================================ GPU Clusters &…
Topic 4
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📊 Distributed Strategy Decision Table

⭐ | Model Size | Strategy | GPUs | Tool | |-----------|----------|------|------| | < 1B |…
Topic 5
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❓ Quiz — 5 MCQs

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A) Model split hota hai

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B) Same model copy har GPU pe,…

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C) GPU use nahi hota

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D) CPU training hoti hai

Topic 6
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