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feat: JEV-9B vision on Core ML + Mario demo (JEV-9B and a 9M pixel student with lookahead) - #39

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feat/jev-9b-mario

Oct 12, 2026

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feat: JEV-9B vision on Core ML + Mario demo (JEV-9B and a 9M pixel student with lookahead)#39
Alex-Wengg merged 20 commits into
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feat/jev-9b-mario

Commits on Oct 12, 2026
- feat: JEV-9B with vision on Core ML (JevManager) + Mario demo
  
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- JevMarioDemo: Tiny (0.46M-param pixel student) brain alongside JEV-9B
  
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- JevMarioDemo: pixel-student brain (~9M params), lazy JEV download, level choice
  
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- JevMarioDemo: show the student's Core ML op placement (MLComputePlan)
  
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- demo.sh / bars.py: no clipped load bars
  
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- demo.sh: MONITOR=asitop runs sudo asitop in the top pane (ANE power)
  
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- bars.py --ane: Neural Engine power via sudo powermetrics; demo.sh MONITOR=ane
  
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- JevMarioDemo: T layout, ANE busy bar, max-speed mode
  
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- JevMarioDemo: level playlist (MARIO_PLAYLIST=level[:idle],...)
  
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- JevMarioDemo: level picker grid and resizable window
  
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- JevMarioDemo: one level menu + Play instead of the level grid
  
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- JevMarioDemo: nothing plays until Play; one level per press
  
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- JevMarioDemo: stable-retro bridge, solver-style student, batched max speed (24-32x real time)
  
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- JevMarioDemo: fast mode capped at 10x real time (MARIO_SPEED_CAP)
  
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- JevMarioDemo: fast mode cap 5x by default
  
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- JevMarioDemo: student lookahead on emulator save states (78/96, 30/32 levels)
  
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- JevMarioDemo: Play all 23 (levels the student + lookahead clears from the start), max speed uncapped
  
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- JevMarioDemo: compact student panel (2-column move bars), demo.sh layout fixes
  
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- JevMarioDemo: swift-format line lengths
  
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- JevMarioDemo: @preconcurrency import CoreML (Swift 6.1 CI sendability)
  
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Commits

Commits on Oct 12, 2026