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Add an e2e CI for CUDA windows workflow #17592
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,212 @@ | ||
| #!/usr/bin/env pwsh | ||
| # Copyright (c) Meta Platforms, Inc. and affiliates. | ||
| # All rights reserved. | ||
| # | ||
| # This source code is licensed under the BSD-style license found in the | ||
| # LICENSE file in the root directory of this source tree. | ||
|
|
||
| param( | ||
| [Parameter(Mandatory = $true)] | ||
| [string]$Device, | ||
| [Parameter(Mandatory = $true)] | ||
| [string]$HfModel, | ||
| [Parameter(Mandatory = $true)] | ||
| [string]$QuantName, | ||
| [string]$ModelDir = ".", | ||
| [string]$ExpectedCudaVersion = "" | ||
| ) | ||
|
|
||
| Set-StrictMode -Version Latest | ||
| $ErrorActionPreference = "Stop" | ||
| $PSNativeCommandUseErrorActionPreference = $true | ||
| $ProgressPreference = "SilentlyContinue" | ||
|
|
||
| if ($Device -ne "cuda-windows") { | ||
| throw "Unsupported device '$Device'. Expected 'cuda-windows'." | ||
| } | ||
|
|
||
| Write-Host "Testing model: $HfModel (quantization: $QuantName)" | ||
|
|
||
| $resolvedModelDir = (Resolve-Path -Path $ModelDir).Path | ||
| $modelPte = Join-Path -Path $resolvedModelDir -ChildPath "model.pte" | ||
| $cudaBlob = Join-Path -Path $resolvedModelDir -ChildPath "aoti_cuda_blob.ptd" | ||
|
|
||
| if (-not (Test-Path -Path $modelPte -PathType Leaf)) { | ||
| throw "model.pte not found in '$resolvedModelDir'" | ||
| } | ||
| if (-not (Test-Path -Path $cudaBlob -PathType Leaf)) { | ||
| throw "aoti_cuda_blob.ptd not found in '$resolvedModelDir'" | ||
| } | ||
|
|
||
| $scriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path | ||
| $executorchRoot = (Resolve-Path -Path (Join-Path -Path $scriptDir -ChildPath "..\..")).Path | ||
|
|
||
| switch ($HfModel) { | ||
| "mistralai/Voxtral-Mini-3B-2507" { | ||
| $runnerTarget = "voxtral_runner" | ||
| $runnerPath = "voxtral" | ||
| $runnerPreset = "voxtral-cuda" | ||
| $expectedOutput = "identity" | ||
| $preprocessor = "voxtral_preprocessor.pte" | ||
| $tokenizerUrl = "https://huggingface.co/mistralai/Voxtral-Mini-3B-2507/resolve/main" # @lint-ignore | ||
| $tokenizerFile = "tekken.json" | ||
| $audioUrl = "https://github.com/voxserv/audio_quality_testing_samples/raw/refs/heads/master/testaudio/16000/test01_20s.wav" | ||
| $audioFile = "poem.wav" | ||
| } | ||
| "nvidia/parakeet-tdt" { | ||
| $runnerTarget = "parakeet_runner" | ||
| $runnerPath = "parakeet" | ||
| $runnerPreset = "parakeet-cuda" | ||
| $expectedOutput = "Phoebe" | ||
| $preprocessor = "" | ||
| $tokenizerUrl = "" | ||
| $tokenizerFile = "tokenizer.model" | ||
| $audioUrl = "https://dldata-public.s3.us-east-2.amazonaws.com/2086-149220-0033.wav" | ||
| $audioFile = "test_audio.wav" | ||
| } | ||
| default { | ||
| throw "Unsupported model '$HfModel'. Supported: mistralai/Voxtral-Mini-3B-2507, nvidia/parakeet-tdt" | ||
| } | ||
| } | ||
|
|
||
| function Download-IfNeeded { | ||
| param( | ||
| [Parameter(Mandatory = $true)] | ||
| [string]$Url, | ||
| [Parameter(Mandatory = $true)] | ||
| [string]$OutFile | ||
| ) | ||
|
|
||
| if (Test-Path -Path $OutFile -PathType Leaf) { | ||
| Write-Host "Using existing file: $OutFile" | ||
| return | ||
| } | ||
| Write-Host "Downloading $Url -> $OutFile" | ||
| Invoke-WebRequest -Uri $Url -OutFile $OutFile | ||
| } | ||
|
|
||
| Push-Location $executorchRoot | ||
| try { | ||
| Write-Host "::group::Check CUDA toolchain" | ||
| $nvccOutput = nvcc --version | Out-String | ||
| Write-Host $nvccOutput | ||
| nvidia-smi | ||
| if (-not [string]::IsNullOrWhiteSpace($ExpectedCudaVersion)) { | ||
| $versionMatch = [Regex]::Match($nvccOutput, "release\s+(\d+\.\d+)") | ||
| if (-not $versionMatch.Success) { | ||
| throw "Failed to parse CUDA version from nvcc output." | ||
| } | ||
| $actualCudaVersion = $versionMatch.Groups[1].Value | ||
| if ($actualCudaVersion -ne $ExpectedCudaVersion) { | ||
| throw "CUDA version mismatch. Expected: $ExpectedCudaVersion, Actual: $actualCudaVersion" | ||
| } | ||
| Write-Host "CUDA version check passed: $actualCudaVersion" | ||
| } | ||
| Write-Host "::endgroup::" | ||
|
|
||
| Write-Host "::group::Build ExecuTorch (CUDA)" | ||
| $numCores = [Math]::Max([Environment]::ProcessorCount - 1, 1) | ||
| cmake --preset llm-release-cuda | ||
| cmake --build cmake-out --target install --config Release -j $numCores | ||
| Write-Host "::endgroup::" | ||
|
|
||
| Write-Host "::group::Build $runnerTarget" | ||
| Push-Location (Join-Path -Path $executorchRoot -ChildPath "examples\models\$runnerPath") | ||
| try { | ||
| cmake --preset $runnerPreset | ||
| cmake --build (Join-Path -Path $executorchRoot -ChildPath "cmake-out\examples\models\$runnerPath") --target $runnerTarget --config Release -j $numCores | ||
| } | ||
| finally { | ||
| Pop-Location | ||
| } | ||
| Write-Host "::endgroup::" | ||
|
|
||
| Write-Host "::group::Prepare Artifacts" | ||
| if ($preprocessor -ne "") { | ||
| $preprocessorPath = Join-Path -Path $resolvedModelDir -ChildPath $preprocessor | ||
| if (-not (Test-Path -Path $preprocessorPath -PathType Leaf)) { | ||
| throw "Required preprocessor artifact not found: $preprocessorPath" | ||
| } | ||
| } | ||
| if ($tokenizerFile -ne "") { | ||
| $tokenizerPath = Join-Path -Path $resolvedModelDir -ChildPath $tokenizerFile | ||
| if (-not (Test-Path -Path $tokenizerPath -PathType Leaf) -and $tokenizerUrl -eq "") { | ||
| throw "Required tokenizer artifact not found: $tokenizerPath" | ||
| } | ||
| } | ||
| if ($tokenizerUrl -ne "") { | ||
| Download-IfNeeded -Url "$tokenizerUrl/$tokenizerFile" -OutFile (Join-Path -Path $resolvedModelDir -ChildPath $tokenizerFile) | ||
| } | ||
| if ($audioUrl -ne "") { | ||
| Download-IfNeeded -Url $audioUrl -OutFile (Join-Path -Path $resolvedModelDir -ChildPath $audioFile) | ||
| } | ||
| Get-ChildItem -Path $resolvedModelDir | ||
| Write-Host "::endgroup::" | ||
|
|
||
| Write-Host "::group::Run $runnerTarget" | ||
| $runnerExeCandidates = @( | ||
| (Join-Path -Path $executorchRoot -ChildPath "cmake-out\examples\models\$runnerPath\Release\$runnerTarget.exe"), | ||
| (Join-Path -Path $executorchRoot -ChildPath "cmake-out\examples\models\$runnerPath\$runnerTarget.exe") | ||
| ) | ||
| $runnerExe = $runnerExeCandidates | Where-Object { Test-Path -Path $_ -PathType Leaf } | Select-Object -First 1 | ||
| if (-not $runnerExe) { | ||
| throw "Runner executable not found. Checked: $($runnerExeCandidates -join ', ')" | ||
| } | ||
|
|
||
| $runnerArgs = @("--model_path", $modelPte, "--data_path", $cudaBlob) | ||
| switch ($HfModel) { | ||
| "mistralai/Voxtral-Mini-3B-2507" { | ||
| $runnerArgs += @( | ||
| "--temperature", "0", | ||
| "--tokenizer_path", (Join-Path -Path $resolvedModelDir -ChildPath $tokenizerFile), | ||
| "--audio_path", (Join-Path -Path $resolvedModelDir -ChildPath $audioFile), | ||
| "--processor_path", (Join-Path -Path $resolvedModelDir -ChildPath $preprocessor) | ||
| ) | ||
| } | ||
| "nvidia/parakeet-tdt" { | ||
| $runnerArgs = @( | ||
| "--model_path", $modelPte, | ||
| "--audio_path", (Join-Path -Path $resolvedModelDir -ChildPath $audioFile), | ||
| "--tokenizer_path", (Join-Path -Path $resolvedModelDir -ChildPath $tokenizerFile), | ||
| "--data_path", $cudaBlob | ||
| ) | ||
| } | ||
| } | ||
|
|
||
| $stdoutFile = Join-Path -Path $env:TEMP -ChildPath ("et_runner_stdout_{0}.log" -f ([Guid]::NewGuid().ToString("N"))) | ||
| $stderrFile = Join-Path -Path $env:TEMP -ChildPath ("et_runner_stderr_{0}.log" -f ([Guid]::NewGuid().ToString("N"))) | ||
| try { | ||
| $proc = Start-Process ` | ||
| -FilePath $runnerExe ` | ||
| -ArgumentList $runnerArgs ` | ||
| -NoNewWindow ` | ||
| -Wait ` | ||
| -PassThru ` | ||
| -RedirectStandardOutput $stdoutFile ` | ||
| -RedirectStandardError $stderrFile | ||
|
|
||
| $stdout = if (Test-Path -Path $stdoutFile -PathType Leaf) { Get-Content -Path $stdoutFile -Raw } else { "" } | ||
| $stderr = if (Test-Path -Path $stderrFile -PathType Leaf) { Get-Content -Path $stderrFile -Raw } else { "" } | ||
| $output = @($stdout, $stderr) -join [Environment]::NewLine | ||
| $exitCode = $proc.ExitCode | ||
| } | ||
| finally { | ||
| Remove-Item -Path $stdoutFile -ErrorAction SilentlyContinue | ||
| Remove-Item -Path $stderrFile -ErrorAction SilentlyContinue | ||
| } | ||
| Write-Host "Runner output:" | ||
| Write-Host $output | ||
|
|
||
| if ($exitCode -ne 0) { | ||
| Write-Warning "Runner exited with code $exitCode (may be benign)`n$output" | ||
| } | ||
|
|
||
| if ($expectedOutput -ne "" -and $output -notmatch [Regex]::Escape($expectedOutput)) { | ||
| throw "Expected output '$expectedOutput' not found in runner output" | ||
| } | ||
| Write-Host "Success: '$expectedOutput' found in output" | ||
| Write-Host "::endgroup::" | ||
| } | ||
| finally { | ||
| Pop-Location | ||
| } |
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