public static async Task RunXvfiCuda(string framesPath, float interpFactor, string mdl)
{
if (Interpolate.currentlyUsingAutoEnc) // Ensure AutoEnc is not paused
{
AutoEncode.paused = false;
}
try
{
string xvfiDir = Path.Combine(Paths.GetPkgPath(), Implementations.xvfiCuda.pkgDir);
string script = "main.py";
if (!File.Exists(Path.Combine(xvfiDir, script)))
{
Interpolate.Cancel("XVFI script not found! Make sure you didn't modify any files.");
return;
}
await RunXvfiCudaProcess(framesPath, Paths.interpDir, script, interpFactor, mdl);
}
catch (Exception e)
{
Logger.Log("Error running XVFI-CUDA: " + e.Message);
Logger.Log("Stack Trace: " + e.StackTrace, true);
}
await AiFinished("XVFI");
}
static async Task AiFinished(string aiName)
{
if (Interpolate.canceled)
{
return;
}
Program.mainForm.SetProgress(100);
AiProcessSuspend.SetRunning(false);
int interpFramesFiles = IoUtils.GetAmountOfFiles(Interpolate.current.interpFolder, false, "*" + Interpolate.current.interpExt);
int interpFramesCount = interpFramesFiles + InterpolationProgress.deletedFramesCount;
InterpolationProgress.UpdateInterpProgress(interpFramesCount, InterpolationProgress.targetFrames);
string logStr = $"Done running {aiName} - Interpolation took {FormatUtils.Time(processTime.Elapsed)}. Peak Output FPS: {InterpolationProgress.peakFpsOut.ToString("0.00")}";
if (Interpolate.currentlyUsingAutoEnc && AutoEncode.HasWorkToDo())
{
logStr += " - Waiting for encoding to finish...";
Program.mainForm.SetStatus("Creating output video from frames...");
}
Logger.Log(logStr);
processTime.Stop();
if (interpFramesCount < 3)
{
string[] logLines = File.ReadAllLines(Path.Combine(Paths.GetLogPath(), lastLogName + ".txt"));
string log = string.Join("\n", logLines.Reverse().Take(10).Reverse().Select(x => x.Split("]: ").Last()).ToList());
string amount = interpFramesCount > 0 ? $"Only {interpFramesCount}" : "No";
Interpolate.Cancel($"Interpolation failed - {amount} interpolated frames were created.\n\n\nLast 10 log lines:\n{log}\n\nCheck the log '{lastLogName}' for more details.");
return;
}
try
{
while (Interpolate.currentlyUsingAutoEnc && Program.busy)
{
if (AvProcess.lastAvProcess != null && !AvProcess.lastAvProcess.HasExited)
{
if (Logger.LastLogLine.ToLower().Contains("frame: "))
{
Logger.Log(FormatUtils.BeautifyFfmpegStats(Logger.LastLogLine), false, Logger.LastUiLine.ToLower().Contains("frame"));
}
}
if (AvProcess.lastAvProcess.HasExited && !AutoEncode.HasWorkToDo()) // Stop logging if ffmpeg is not running & AE is done
{
break;
}
await Task.Delay(500);
}
}
catch (Exception e)
{
Logger.Log($"AiFinished encoder logging error: {e.Message}\n{e.StackTrace}", true);
}
}
public static async Task RunRifeCudaProcess(string inPath, string outDir, string script, float interpFactor, string mdl)
{
string outPath = Path.Combine(inPath.GetParentDir(), outDir);
Directory.CreateDirectory(outPath);
string uhdStr = await InterpolateUtils.UseUhd() ? "--UHD" : "";
string wthreads = $"--wthreads {2 * (int)interpFactor}";
string rbuffer = $"--rbuffer {Config.GetInt(Config.Key.rifeCudaBufferSize, 200)}";
//string scale = $"--scale {Config.GetFloat("rifeCudaScale", 1.0f).ToStringDot()}";
string prec = Config.GetBool(Config.Key.rifeCudaFp16) ? "--fp16" : "";
string args = $" --input {inPath.Wrap()} --output {outDir} --model {mdl} --multi {interpFactor} {uhdStr} {wthreads} {rbuffer} {prec}";
Process rifePy = OsUtils.NewProcess(!OsUtils.ShowHiddenCmd());
AiStarted(rifePy, 3500);
SetProgressCheck(Path.Combine(Interpolate.current.tempFolder, outDir), interpFactor);
rifePy.StartInfo.Arguments = $"{OsUtils.GetCmdArg()} cd /D {Path.Combine(Paths.GetPkgPath(), Implementations.rifeCuda.pkgDir).Wrap()} & " +
$"set CUDA_VISIBLE_DEVICES={Config.Get(Config.Key.torchGpus)} & {Python.GetPyCmd()} {script} {args}";
Logger.Log($"Running RIFE (CUDA){(await InterpolateUtils.UseUhd() ? " (UHD Mode)" : "")}...", false);
Logger.Log("cmd.exe " + rifePy.StartInfo.Arguments, true);
if (!OsUtils.ShowHiddenCmd())
{
rifePy.OutputDataReceived += (sender, outLine) => { LogOutput(outLine.Data, "rife-cuda-log"); };
rifePy.ErrorDataReceived += (sender, outLine) => { LogOutput("[E] " + outLine.Data, "rife-cuda-log", true); };
}
rifePy.Start();
if (!OsUtils.ShowHiddenCmd())
{
rifePy.BeginOutputReadLine();
rifePy.BeginErrorReadLine();
}
while (!rifePy.HasExited)
{
await Task.Delay(1);
}
}
public static async Task RunXvfiCudaProcess(string inPath, string outDir, string script, float interpFactor, string mdlDir)
{
string pkgPath = Path.Combine(Paths.GetPkgPath(), Implementations.xvfiCuda.pkgDir);
string basePath = inPath.GetParentDir();
string outPath = Path.Combine(basePath, outDir);
Directory.CreateDirectory(outPath);
string mdlArgs = File.ReadAllText(Path.Combine(pkgPath, mdlDir, "args.ini"));
string args = $" --custom_path {basePath.Wrap()} --input {inPath.Wrap()} --output {outPath.Wrap()} --mdl_dir {mdlDir}" +
$" --multiple {interpFactor} --gpu 0 {mdlArgs}";
Process xvfiPy = OsUtils.NewProcess(!OsUtils.ShowHiddenCmd());
AiStarted(xvfiPy, 3500);
SetProgressCheck(Path.Combine(Interpolate.current.tempFolder, outDir), interpFactor);
xvfiPy.StartInfo.Arguments = $"{OsUtils.GetCmdArg()} cd /D {pkgPath.Wrap()} & " +
$"set CUDA_VISIBLE_DEVICES={Config.Get(Config.Key.torchGpus)} & {Python.GetPyCmd()} {script} {args}";
Logger.Log($"Running XVFI (CUDA)...", false);
Logger.Log("cmd.exe " + xvfiPy.StartInfo.Arguments, true);
if (!OsUtils.ShowHiddenCmd())
{
xvfiPy.OutputDataReceived += (sender, outLine) => { LogOutput(outLine.Data, "xvfi-cuda-log"); };
xvfiPy.ErrorDataReceived += (sender, outLine) => { LogOutput("[E] " + outLine.Data, "xvfi-cuda-log", true); };
}
xvfiPy.Start();
if (!OsUtils.ShowHiddenCmd())
{
xvfiPy.BeginOutputReadLine();
xvfiPy.BeginErrorReadLine();
}
while (!xvfiPy.HasExited)
{
await Task.Delay(1);
}
}
public static async Task RunRifeCuda(string framesPath, float interpFactor, string mdl)
{
if (Interpolate.currentlyUsingAutoEnc) // Ensure AutoEnc is not paused
{
AutoEncode.paused = false;
}
try
{
string rifeDir = Path.Combine(Paths.GetPkgPath(), Implementations.rifeCuda.pkgDir);
string script = "rife.py";
if (!File.Exists(Path.Combine(rifeDir, script)))
{
Interpolate.Cancel("RIFE script not found! Make sure you didn't modify any files.");
return;
}
string archFilesDir = Path.Combine(rifeDir, "arch");
string archFilesDirModel = Path.Combine(rifeDir, mdl, "arch");
if (Directory.Exists(archFilesDirModel))
{
Logger.Log($"Model {mdl} has architecture python files - copying to arch.", true);
IoUtils.DeleteContentsOfDir(archFilesDir);
IoUtils.CopyDir(archFilesDirModel, archFilesDir);
}
await RunRifeCudaProcess(framesPath, Paths.interpDir, script, interpFactor, mdl);
}
catch (Exception e)
{
Logger.Log("Error running RIFE-CUDA: " + e.Message);
Logger.Log("Stack Trace: " + e.StackTrace, true);
}
await AiFinished("RIFE");
}
public static async Task RunDainNcnnProcess(string framesPath, string outPath, float factor, string mdl, int tilesize)
{
string dainDir = Path.Combine(Paths.GetPkgPath(), Implementations.dainNcnn.pkgDir);
Directory.CreateDirectory(outPath);
Process dain = OsUtils.NewProcess(!OsUtils.ShowHiddenCmd());
AiStarted(dain, 1500);
SetProgressCheck(outPath, factor);
int targetFrames = ((IoUtils.GetAmountOfFiles(lastInPath, false, "*.*") * factor).RoundToInt());
string args = $" -v -i {framesPath.Wrap()} -o {outPath.Wrap()} -n {targetFrames} -m {mdl.ToLower()}" +
$" -t {GetNcnnTilesize(tilesize)} -g {Config.Get(Config.Key.ncnnGpus)} -f {GetNcnnPattern()} -j 2:1:2";
dain.StartInfo.Arguments = $"{OsUtils.GetCmdArg()} cd /D {dainDir.Wrap()} & dain-ncnn-vulkan.exe {args}";
Logger.Log("Running DAIN...", false);
Logger.Log("cmd.exe " + dain.StartInfo.Arguments, true);
if (!OsUtils.ShowHiddenCmd())
{
dain.OutputDataReceived += (sender, outLine) => { LogOutput("[O] " + outLine.Data, "dain-ncnn-log"); };
dain.ErrorDataReceived += (sender, outLine) => { LogOutput("[E] " + outLine.Data, "dain-ncnn-log", true); };
}
dain.Start();
if (!OsUtils.ShowHiddenCmd())
{
dain.BeginOutputReadLine();
dain.BeginErrorReadLine();
}
while (!dain.HasExited)
{
await Task.Delay(100);
}
}
static async Task RunRifeNcnnProcess(string inPath, float factor, string outPath, string mdl)
{
Directory.CreateDirectory(outPath);
Process rifeNcnn = OsUtils.NewProcess(!OsUtils.ShowHiddenCmd());
AiStarted(rifeNcnn, 1500, inPath);
SetProgressCheck(outPath, factor);
int targetFrames = ((IoUtils.GetAmountOfFiles(lastInPath, false, "*.*") * factor).RoundToInt()); // TODO: Maybe won't work with fractional factors ??
string frames = mdl.Contains("v4") ? $"-n {targetFrames}" : "";
string uhdStr = await InterpolateUtils.UseUhd() ? "-u" : "";
string ttaStr = Config.GetBool(Config.Key.rifeNcnnUseTta, false) ? "-x" : "";
rifeNcnn.StartInfo.Arguments = $"{OsUtils.GetCmdArg()} cd /D {Path.Combine(Paths.GetPkgPath(), Implementations.rifeNcnn.pkgDir).Wrap()} & rife-ncnn-vulkan.exe " +
$" -v -i {inPath.Wrap()} -o {outPath.Wrap()} {frames} -m {mdl.ToLower()} {ttaStr} {uhdStr} -g {Config.Get(Config.Key.ncnnGpus)} -f {GetNcnnPattern()} -j {GetNcnnThreads()}";
Logger.Log("cmd.exe " + rifeNcnn.StartInfo.Arguments, true);
if (!OsUtils.ShowHiddenCmd())
{
rifeNcnn.OutputDataReceived += (sender, outLine) => { LogOutput("[O] " + outLine.Data, "rife-ncnn-log"); };
rifeNcnn.ErrorDataReceived += (sender, outLine) => { LogOutput("[E] " + outLine.Data, "rife-ncnn-log", true); };
}
rifeNcnn.Start();
if (!OsUtils.ShowHiddenCmd())
{
rifeNcnn.BeginOutputReadLine();
rifeNcnn.BeginErrorReadLine();
}
while (!rifeNcnn.HasExited)
{
await Task.Delay(1);
}
}
public static async Task RunFlavrCudaProcess(string inPath, string outDir, string script, float interpFactor, string mdl)
{
string outPath = Path.Combine(inPath.GetParentDir(), outDir);
Directory.CreateDirectory(outPath);
string args = $" --input {inPath.Wrap()} --output {outPath.Wrap()} --model {mdl}/{mdl}.pth --factor {interpFactor}";
Process flavrPy = OsUtils.NewProcess(!OsUtils.ShowHiddenCmd());
AiStarted(flavrPy, 4000);
SetProgressCheck(Path.Combine(Interpolate.current.tempFolder, outDir), interpFactor);
flavrPy.StartInfo.Arguments = $"{OsUtils.GetCmdArg()} cd /D {Path.Combine(Paths.GetPkgPath(), Implementations.flavrCuda.pkgDir).Wrap()} & " +
$"set CUDA_VISIBLE_DEVICES={Config.Get(Config.Key.torchGpus)} & {Python.GetPyCmd()} {script} {args}";
Logger.Log($"Running FLAVR (CUDA)...", false);
Logger.Log("cmd.exe " + flavrPy.StartInfo.Arguments, true);
if (!OsUtils.ShowHiddenCmd())
{
flavrPy.OutputDataReceived += (sender, outLine) => { LogOutput(outLine.Data, "flavr-cuda-log"); };
flavrPy.ErrorDataReceived += (sender, outLine) => { LogOutput("[E] " + outLine.Data, "flavr-cuda-log", true); };
}
flavrPy.Start();
if (!OsUtils.ShowHiddenCmd())
{
flavrPy.BeginOutputReadLine();
flavrPy.BeginErrorReadLine();
}
while (!flavrPy.HasExited)
{
await Task.Delay(1);
}
}