Scruff AI
83 lines
4.4 KiB
PowerShell
83 lines
4.4 KiB
PowerShell
# Create properly scaled versions with guardian parameter adjustments
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Write-Host "=========================================" -ForegroundColor Cyan
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Write-Host "CREATING PROPERLY SCALED VERSIONS" -ForegroundColor Cyan
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Write-Host "Grid + Guardians + Thresholds scaled together" -ForegroundColor Cyan
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Write-Host "=========================================" -ForegroundColor Cyan
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$sourceDir = "D:\openclaw-docker-BACKUP-DO-NOT-USE\seed-brain\src"
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$outputDir = "D:\openclaw-local\workspace-main\properly_scaled"
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$scaledStatesDir = "D:\openclaw-local\workspace-main\harmonic_brain_states"
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# Grid sizes and scaling factors
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$scalingData = @(
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@{Name="1024x1024"; NX=1024; NY=1024; Scale=1.000; GuardianScale=1.000; ThresholdScale=1.000},
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@{Name="896x896"; NX=896; NY=896; Scale=0.875; GuardianScale=0.766; ThresholdScale=1.143}, # 0.875² = 0.766
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@{Name="768x768"; NX=768; NY=768; Scale=0.750; GuardianScale=0.563; ThresholdScale=1.333}, # 0.750² = 0.563
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@{Name="640x640"; NX=640; NY=640; Scale=0.625; GuardianScale=0.391; ThresholdScale=1.600}, # 0.625² = 0.391
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@{Name="512x512"; NX=512; NY=512; Scale=0.500; GuardianScale=0.250; ThresholdScale=2.000} # 0.500² = 0.250
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)
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# Create output directory
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if (-not (Test-Path $outputDir)) {
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New-Item -ItemType Directory -Path $outputDir -Force | Out-Null
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}
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foreach ($data in $scalingData) {
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Write-Host "`n=== Creating $($data.Name) ===" -ForegroundColor Yellow
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Write-Host " Scale factor: $($data.Scale)" -ForegroundColor Gray
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Write-Host " Guardian scale: $($data.GuardianScale) (expected ~$([math]::Round(194 * $data.GuardianScale)) guardians)" -ForegroundColor Gray
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Write-Host " Threshold scale: $($data.ThresholdScale)" -ForegroundColor Gray
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$gridDir = "$outputDir\$($data.Name)"
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if (-not (Test-Path $gridDir)) {
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New-Item -ItemType Directory -Path $gridDir -Force | Out-Null
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}
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# We need to modify multiple source files:
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# 1. fractal_habit.cu - grid size
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# 2. precipitation.cu - guardian parameters
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# 3. probe.cu - guardian monitoring
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# Start with fractal_habit.cu
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$sourceFile = "$sourceDir\fractal_habit.cu"
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$sourceContent = Get-Content $sourceFile -Raw
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# Modify grid size
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$modifiedContent = $sourceContent
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$modifiedContent = $modifiedContent -replace '#define NX\s+1024', "#define NX $($data.NX)"
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$modifiedContent = $modifiedContent -replace '#define NY\s+1024', "#define NY $($data.NY)"
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# Modify for short run
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$modifiedContent = $modifiedContent -replace '#define TOTAL_STEPS\s+10000000', '#define TOTAL_STEPS 200000'
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$modifiedContent = $modifiedContent -replace '10M steps', '200k steps'
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$modifiedContent = $modifiedContent -replace 'Steps: 10000000', 'Steps: 200000'
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$outputFile = "$gridDir\fractal_habit_$($data.Name).cu"
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$modifiedContent | Out-File -FilePath $outputFile -Encoding ASCII
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Write-Host " Created: fractal_habit_$($data.Name).cu" -ForegroundColor Green
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# Now we need to handle guardian parameter scaling
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# This requires modifying precipitation.cu or creating a wrapper
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Write-Host " ⚠️ Guardian parameter scaling needed" -ForegroundColor Yellow
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Write-Host " Current approach uses hardcoded RHO_THRESH = 1.01" -ForegroundColor Gray
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Write-Host " Should be: ~$([math]::Round(1.01 / $data.ThresholdScale, 4)) for proper density" -ForegroundColor Gray
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}
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Write-Host "`n=========================================" -ForegroundColor Cyan
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Write-Host "SCALING ANALYSIS COMPLETE" -ForegroundColor Green
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Write-Host "=========================================" -ForegroundColor Cyan
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Write-Host "`nKey Findings:" -ForegroundColor Yellow
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Write-Host "1. Current tests use WRONG guardian density" -ForegroundColor White
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Write-Host "2. 768×768 has 78% higher guardian density than 1024×1024" -ForegroundColor White
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Write-Host "3. Guardian birth threshold doesn't scale" -ForegroundColor White
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Write-Host "4. We're testing 'cramped brains', not scaled brains" -ForegroundColor White
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Write-Host "`nRequired Fixes:" -ForegroundColor Yellow
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Write-Host "1. Modify RHO_THRESH in precipitation.cu for each grid size" -ForegroundColor White
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Write-Host "2. Or create parameterized version that scales automatically" -ForegroundColor White
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Write-Host "3. Re-run experiments with proper scaling" -ForegroundColor White
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Write-Host "`nNext step: Examine precipitation.cu to implement scaling" -ForegroundColor Cyan |