mirror of
https://github.com/MLSysBook/TinyTorch.git
synced 2026-04-30 09:27:32 -05:00
5cf0150805
- Enhanced CIFAR-10 CNN with BatchNorm2d for stable training - Added RandomHorizontalFlip and RandomCrop augmentation transforms - Improved training accuracy from 65%+ to 70%+ with modern architecture - Updated demo tapes with opening comments for clarity - Regenerated welcome GIF, removed outdated demo GIFs 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
99 lines
2.4 KiB
VHS
99 lines
2.4 KiB
VHS
# VHS Tape: 🏆 Milestone Unlocked - Recreate ML History
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# Purpose: Show milestone unlock and training with historical context
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# Duration: 30-35 seconds
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Output "gifs/03-milestone-unlocked.gif"
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# Window bar for realistic terminal look
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Set WindowBar Colorful
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# Carousel-optimized dimensions (16:9 aspect ratio)
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Set Width 1280
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Set Height 720
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Set FontSize 18
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Set FontFamily "JetBrains Mono, Monaco, Menlo, monospace"
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Set Theme { "name": "TinyTorch", "black": "#1E1E2E", "red": "#F38BA8", "green": "#A6E3A1", "yellow": "#F9E2AF", "blue": "#89B4FA", "magenta": "#CBA6F7", "cyan": "#94E2D5", "white": "#CDD6F4", "brightBlack": "#585B70", "brightRed": "#F38BA8", "brightGreen": "#A6E3A1", "brightYellow": "#F9E2AF", "brightBlue": "#89B4FA", "brightMagenta": "#CBA6F7", "brightCyan": "#94E2D5", "brightWhite": "#CDD6F4", "background": "#1E1E2E", "foreground": "#CDD6F4", "selection": "#585B70", "cursor": "#F5E0DC" }
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Set Padding 30
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Set Framerate 30
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Set Margin 20
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Set MarginFill "#1E1E2E"
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Set BorderRadius 10
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Set LoopOffset 10%
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# Set shell with custom prompt for reliable waiting
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Set Shell bash
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Env PS1 "@profvjreddi 🔥 › "
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Set TypingSpeed 100ms
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# Opening: Show what this demo is about
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Type "# Milestone: Recreate ML History 🏆"
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Sleep 2s
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Enter
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Sleep 500ms
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# Show cd and activate, then fast-forward module completions (hidden)
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Type "cd /Users/VJ/GitHub/TinyTorch"
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Sleep 400ms
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Enter
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Sleep 1s
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Type "source activate.sh"
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Sleep 400ms
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Enter
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Sleep 3s
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# Fast-forward: Complete modules 01-06 to unlock module 07 (hidden for speed)
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Hide
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Type "tito module complete 01"
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Enter
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Sleep 5s
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Type "tito module complete 02"
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Enter
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Sleep 5s
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Type "tito module complete 03"
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Enter
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Sleep 5s
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Type "tito module complete 04"
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Enter
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Sleep 5s
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Type "tito module complete 05"
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Enter
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Sleep 5s
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Type "tito module complete 06"
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Enter
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Sleep 5s
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Show
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# Show where we are in the journey (modules 01-06 completed)
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Type "tito module status"
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Sleep 400ms
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Enter
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Sleep 4s
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# Complete module 07 which unlocks milestone 03
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Type "tito module complete 07"
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Sleep 400ms
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Enter
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Sleep 10s
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# Check available milestones
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Type "tito milestones list"
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Sleep 400ms
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Enter
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Sleep 3s
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# Run milestone 03 (MLP Revival 1986)
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Type "tito milestones run 03"
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Sleep 400ms
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Enter
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Sleep 2s
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Type "" # Press Enter to proceed past "Press Enter to begin"
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Enter
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Sleep 60s # Wait for milestone to complete
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Sleep 3s
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# Celebrate the achievement
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Type "# You recreated Rumelhart's 1986 breakthrough! 🏆"
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Sleep 3s
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