Scruff AI
111 lines
4.5 KiB
PowerShell
111 lines
4.5 KiB
PowerShell
# Test RHO_THRESH variations to find optimum
|
|
|
|
Write-Host "=== RHO_THRESH OPTIMIZATION SWEEP ===" -ForegroundColor Cyan
|
|
Write-Host "Testing which threshold triggers guardian formation" -ForegroundColor Gray
|
|
|
|
$rho_values = @(1.005, 1.006, 1.007, 1.008, 1.009, 1.01, 1.011, 1.012, 1.013, 1.014, 1.015)
|
|
$results = @()
|
|
|
|
foreach ($rho in $rho_values) {
|
|
Write-Host "`nTesting RHO_THRESH = $rho" -ForegroundColor Yellow
|
|
|
|
# Create modified probe file
|
|
$probe_content = Get-Content "probe_256.cu" -Raw
|
|
|
|
# Update RHO_THRESH
|
|
$new_content = $probe_content -replace "#define RHO_THRESH\s+[\d\.]+f", "#define RHO_THRESH ${rho}f"
|
|
|
|
# Write temporary file
|
|
$temp_file = "probe_rho_$($rho.ToString().Replace('.','_')).cu"
|
|
Set-Content -Path $temp_file -Value $new_content -Encoding ASCII
|
|
|
|
# Compile
|
|
Write-Host " Compiling..." -ForegroundColor Gray
|
|
$compile_output = cmd /c '"C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Auxiliary\Build\vcvarsall.bat" x64 && nvcc -O3 -arch=sm_61 -o probe_rho_test.exe ' + $temp_file + ' -lnvml 2>&1'
|
|
|
|
if ($LASTEXITCODE -eq 0) {
|
|
Write-Host " ✓ Compiled" -ForegroundColor Green
|
|
|
|
# Run for 100 cycles
|
|
Write-Host " Running 100 cycles..." -ForegroundColor Gray
|
|
|
|
# Start process
|
|
$process = Start-Process -FilePath ".\probe_rho_test.exe" -ArgumentList "" -NoNewWindow -PassThru -RedirectStandardOutput "output_rho_$($rho.ToString().Replace('.','_')).txt"
|
|
|
|
# Wait a bit, then kill
|
|
Start-Sleep -Seconds 10
|
|
Stop-Process -Id $process.Id -Force
|
|
|
|
# Analyze output
|
|
$output = Get-Content "output_rho_$($rho.ToString().Replace('.','_')).txt" -ErrorAction SilentlyContinue
|
|
|
|
if ($output) {
|
|
# Find max guardians
|
|
$max_guardians = 0
|
|
$power = 0
|
|
$density_range = ""
|
|
|
|
foreach ($line in $output) {
|
|
if ($line -match "part\s*\|\s*(\d+)") {
|
|
$guardians = [int]$matches[1]
|
|
if ($guardians -gt $max_guardians) {
|
|
$max_guardians = $guardians
|
|
}
|
|
}
|
|
|
|
if ($line -match "rho range\s*\|.*\[([\d\.]+),([\d\.]+)\]") {
|
|
$density_range = "$($matches[1])-$($matches[2])"
|
|
}
|
|
|
|
if ($line -match "(\d+\.\d+)W") {
|
|
$power = [double]$matches[1]
|
|
}
|
|
}
|
|
|
|
$result = [PSCustomObject]@{
|
|
RHO_THRESH = $rho
|
|
MaxGuardians = $max_guardians
|
|
PowerW = $power
|
|
DensityRange = $density_range
|
|
Success = ($max_guardians -gt 0)
|
|
}
|
|
|
|
$results += $result
|
|
|
|
Write-Host " Result: $max_guardians guardians, $power W" -ForegroundColor $(if ($max_guardians -gt 0) { "Green" } else { "Red" })
|
|
}
|
|
|
|
# Cleanup
|
|
Remove-Item $temp_file -ErrorAction SilentlyContinue
|
|
Remove-Item "probe_rho_test.exe" -ErrorAction SilentlyContinue
|
|
Remove-Item "output_rho_$($rho.ToString().Replace('.','_')).txt" -ErrorAction SilentlyContinue
|
|
} else {
|
|
Write-Host " ✗ Compilation failed" -ForegroundColor Red
|
|
}
|
|
}
|
|
|
|
# Display results
|
|
Write-Host "`n=== SWEEP RESULTS ===" -ForegroundColor Cyan
|
|
$results | Sort-Object RHO_THRESH | Format-Table -AutoSize
|
|
|
|
# Find optimum
|
|
$optimum = $results | Where-Object { $_.Success -eq $true } | Sort-Object RHO_THRESH | Select-Object -First 1
|
|
|
|
if ($optimum) {
|
|
Write-Host "`n✅ OPTIMUM FOUND: RHO_THRESH = $($optimum.RHO_THRESH)" -ForegroundColor Green
|
|
Write-Host " Guardians formed at this threshold" -ForegroundColor Gray
|
|
} else {
|
|
Write-Host "`n❌ NO GUARDIANS FORMED AT ANY THRESHOLD" -ForegroundColor Red
|
|
Write-Host " Need to try lower thresholds or adjust other parameters" -ForegroundColor Yellow
|
|
}
|
|
|
|
Write-Host "`n=== NEXT STEPS ===" -ForegroundColor Cyan
|
|
if ($optimum) {
|
|
Write-Host "1. Use RHO_THRESH = $($optimum.RHO_THRESH) for production" -ForegroundColor Green
|
|
Write-Host "2. Run longer test (1000 cycles)" -ForegroundColor Gray
|
|
Write-Host "3. Test on actual GTX 1050 hardware" -ForegroundColor Gray
|
|
} else {
|
|
Write-Host "1. Try lower RHO_THRESH values (1.002, 1.003, 1.004)" -ForegroundColor Yellow
|
|
Write-Host "2. Adjust SINK_RATE or other parameters" -ForegroundColor Yellow
|
|
Write-Host "3. Check if brain state has enough density variation" -ForegroundColor Yellow
|
|
} |