feat: add d4r inference engines and Windows parity tooling

Add native K/M/RR inference engines, HIP kernels, replay and validation
harnesses, and Windows DLSS setup and runtime support. Include GPU
profiling tools, build and packaging scripts, platform integration
patches, and implementation documentation.

scripts/windows/stage-native-m.ps1

@@ -0,0 +1,30 @@
+[CmdletBinding()]
+param([Parameter(Mandatory=$true)][string]$DlssDll, [string]$PackageRoot, [string]$OutputDirectory, [string]$GpuArch)
+$ErrorActionPreference = 'Stop'
+. (Join-Path $PSScriptRoot 'gpu-target.ps1')
+$repo = [IO.Path]::GetFullPath((Join-Path $PSScriptRoot '../..'))
+if (!$PackageRoot) { $PackageRoot = Join-Path $repo 'dist/windows-rdna4-therock' }
+$GpuArch=Get-D4RGpuTarget $PackageRoot $GpuArch
+if (!$OutputDirectory) { $OutputDirectory = Join-Path $repo "build/native-m-$GpuArch" }
+if (![IO.Path]::IsPathRooted($DlssDll) -or !(Test-Path -LiteralPath $DlssDll)) {
+    throw 'Supply the absolute path to your local nvngx_dlss.dll.'
+}
+New-Item -ItemType Directory -Force $OutputDirectory | Out-Null
+foreach ($object in Get-ChildItem -LiteralPath $OutputDirectory -Filter '*.hsaco') {
+    Assert-D4RCodeObjectTarget $object.FullName $GpuArch
+}
+foreach ($layer in @('enc1','enc2','enc3_tube','dec2','dec1')) {
+    $name = "rrlite_${layer}_4x4"
+    $source = Join-Path $PackageRoot "experimental/m/${name}_${GpuArch}.hsaco"
+    if (!(Test-Path -LiteralPath $source)) { throw "Native M module missing: $source" }
+    Assert-D4RCodeObjectTarget $source $GpuArch
+    Copy-Item -LiteralPath $source -Destination (Join-Path $OutputDirectory "$name.hsaco") -Force
+}
+& python (Join-Path $repo 'kernels/tools/kernel_manifest.py') $OutputDirectory $DlssDll
+if ($LASTEXITCODE) { throw "Native manifest generation failed ($LASTEXITCODE)" }
+@{architecture=$GpuArch; family='M'; numerics='SWIN_EXACT; SWIN_EXACT_PV; FP16 widening; native FP8 disabled';
+    dlssSha256=(Get-FileHash -LiteralPath $DlssDll -Algorithm SHA256).Hash;
+    validation='staged only; GPU execution and DLSS capture/reference validation required';
+    modules=@(Get-ChildItem -LiteralPath $OutputDirectory -Filter '*.hsaco' | Get-FileHash -Algorithm SHA256)} |
+    ConvertTo-Json -Depth 5 | Set-Content -LiteralPath (Join-Path $OutputDirectory 'build-info.json') -Encoding UTF8
+Write-Host "Experimental native M directory: $OutputDirectory"