Updated sd.cpp and added preview-event

StableDiffusion.NET/Enums/LoraApplyMode.cs

@@ -0,0 +1,8 @@
+namespace StableDiffusion.NET;
+
+public enum LoraApplyMode
+{
+    Auto,
+    Immediately,
+    AtRuntime
+}

StableDiffusion.NET/Enums/Preview.cs

@@ -0,0 +1,9 @@
+namespace StableDiffusion.NET;
+
+public enum Preview
+{
+    None,
+    Proj,
+    TAE,
+    VAE
+}

StableDiffusion.NET/EventArgs/StableDiffusionPreviewEventArgs.cs

@@ -0,0 +1,15 @@
+using System;
+using HPPH;
+
+namespace StableDiffusion.NET;
+
+public sealed class StableDiffusionPreviewEventArgs(int step, bool isNoisy, Image<ColorRGB> image) : EventArgs
+{
+    #region Properties & Fields
+
+    public int Step { get; } = step;
+    public bool IsNoisy { get; } = isNoisy;
+    public Image<ColorRGB> Image { get; } = image;
+
+    #endregion
+}

StableDiffusion.NET/Models/Parameter/DiffusionModelParameter.cs

@@ -72,6 +72,8 @@ public sealed class DiffusionModelParameter
     /// </summary>
     public bool FlashAttention { get; set; } = false;
 
+    public bool TaePreviewOnly { get; set; } = false;
+
     /// <summary>
     /// use Conv2d direct in the diffusion model
     /// This might crash if it is not supported by the backend.
@@ -91,6 +93,8 @@ public sealed class DiffusionModelParameter
 
     public Prediction Prediction { get; set; } = Prediction.Default;
 
+    public LoraApplyMode LoraApplyMode { get; set; } = LoraApplyMode.Auto;
+
     /// <summary>
     /// quantizes on load
     /// not really useful in most cases

StableDiffusion.NET/Native/Marshaller/DiffusionModelParameterMarshaller.cs

@@ -30,11 +30,13 @@ internal static unsafe class DiffusionModelParameterMarshaller
             wtype = managed.Quantization,
             rng_type = managed.RngType,
             prediction = managed.Prediction,
+            lora_apply_mode = managed.LoraApplyMode,
             offload_params_to_cpu = (sbyte)(managed.OffloadParamsToCPU ? 1 : 0),
             keep_clip_on_cpu = (sbyte)(managed.KeepClipOnCPU ? 1 : 0),
             keep_control_net_on_cpu = (sbyte)(managed.KeepControlNetOnCPU ? 1 : 0),
             keep_vae_on_cpu = (sbyte)(managed.KeepVaeOnCPU ? 1 : 0),
             diffusion_flash_attn = (sbyte)(managed.FlashAttention ? 1 : 0),
+            tae_preview_only = (sbyte)(managed.TaePreviewOnly ? 1 : 0),
             diffusion_conv_direct = (sbyte)(managed.DiffusionConvDirect ? 1 : 0),
             vae_conv_direct = (sbyte)(managed.VaeConvDirect ? 1 : 0),
             force_sdxl_vae_conv_scale = (sbyte)(managed.ForceSdxlVaeConvScale ? 1 : 0),
@@ -68,11 +70,13 @@ internal static unsafe class DiffusionModelParameterMarshaller
             Quantization = unmanaged.wtype,
             RngType = unmanaged.rng_type,
             Prediction = unmanaged.prediction,
+            LoraApplyMode = unmanaged.lora_apply_mode,
             OffloadParamsToCPU = unmanaged.offload_params_to_cpu == 1,
             KeepClipOnCPU = unmanaged.keep_clip_on_cpu == 1,
             KeepControlNetOnCPU = unmanaged.keep_control_net_on_cpu == 1,
             KeepVaeOnCPU = unmanaged.keep_vae_on_cpu == 1,
             FlashAttention = unmanaged.diffusion_flash_attn == 1,
+            TaePreviewOnly = unmanaged.tae_preview_only == 1,
             DiffusionConvDirect = unmanaged.diffusion_conv_direct == 1,
             VaeConvDirect = unmanaged.vae_conv_direct == 1,
             ForceSdxlVaeConvScale = unmanaged.force_sdxl_vae_conv_scale == 1,

StableDiffusion.NET/Native/Native.cs

@@ -23,6 +23,8 @@ using sd_img_gen_params_t = ImageGenerationParameter;
 using sd_log_level_t = LogLevel;
 using sd_type_t = Quantization;
 using sd_vid_gen_params_t = VideoGenerationParameter;
+using lora_apply_mode_t = LoraApplyMode;
+using preview_t = Preview;
 using size_t = nuint;
 using uint32_t = uint;
 using uint8_t = byte;
@@ -73,11 +75,13 @@ internal unsafe partial class Native
             public sd_type_t wtype;
             public rng_type_t rng_type;
             public prediction_t prediction;
+            public lora_apply_mode_t lora_apply_mode;
             public sbyte offload_params_to_cpu;
             public sbyte keep_clip_on_cpu;
             public sbyte keep_control_net_on_cpu;
             public sbyte keep_vae_on_cpu;
             public sbyte diffusion_flash_attn;
+            public sbyte tae_preview_only;
             public sbyte diffusion_conv_direct;
             public sbyte vae_conv_direct;
             public sbyte force_sdxl_vae_conv_scale;
@@ -188,6 +192,7 @@ internal unsafe partial class Native
 
     internal delegate void sd_log_cb_t(sd_log_level_t level, [MarshalAs(UnmanagedType.LPStr)] string text, void* data);
     internal delegate void sd_progress_cb_t(int step, int steps, float time, void* data);
+    internal delegate void sd_preview_cb_t(int step, int frame_count, sd_image_t* frames, bool is_noisy);
 
     #endregion
 
@@ -199,6 +204,9 @@ internal unsafe partial class Native
     [LibraryImport(LIB_NAME, EntryPoint = "sd_set_progress_callback")]
     internal static partial void sd_set_progress_callback(sd_progress_cb_t cb, void* data);
 
+    [LibraryImport(LIB_NAME, EntryPoint = "sd_set_preview_callback")]
+    internal static partial void sd_set_preview_callback(sd_preview_cb_t? cb, preview_t mode, int interval, [MarshalAs(UnmanagedType.I1)] bool denoised, [MarshalAs(UnmanagedType.I1)] bool noisy);
+
     [LibraryImport(LIB_NAME, EntryPoint = "get_num_physical_cores")]
     internal static partial int32_t get_num_physical_cores();
 
@@ -243,6 +251,20 @@ internal unsafe partial class Native
     [LibraryImport(LIB_NAME, EntryPoint = "str_to_prediction")]
     internal static partial prediction_t str_to_prediction([MarshalAs(UnmanagedType.LPStr)] string str);
 
+    [LibraryImport(LIB_NAME, EntryPoint = "sd_preview_name")]
+    [return: MarshalAs(UnmanagedType.LPStr)]
+    internal static partial string sd_preview_name(preview_t preview);
+
+    [LibraryImport(LIB_NAME, EntryPoint = "str_to_preview")]
+    internal static partial preview_t str_to_preview([MarshalAs(UnmanagedType.LPStr)] string str);
+
+    [LibraryImport(LIB_NAME, EntryPoint = "sd_lora_apply_mode_name")]
+    [return: MarshalAs(UnmanagedType.LPStr)]
+    internal static partial string sd_lora_apply_mode_name(lora_apply_mode_t mode);
+
+    [LibraryImport(LIB_NAME, EntryPoint = "str_to_lora_apply_mode")]
+    internal static partial lora_apply_mode_t str_to_lora_apply_mode([MarshalAs(UnmanagedType.LPStr)] string str);
+
     //
 
     [LibraryImport(LIB_NAME, EntryPoint = "sd_ctx_params_init")]

StableDiffusion.NET/StableDiffusionCpp.cs

@@ -1,6 +1,6 @@
-using System;
+using HPPH;
-using HPPH;
 using JetBrains.Annotations;
+using System;
 
 namespace StableDiffusion.NET;
 
@@ -12,6 +12,7 @@ public static unsafe class StableDiffusionCpp
     // ReSharper disable NotAccessedField.Local - They are important, the delegate can be collected if it's not stored!
     private static Native.sd_log_cb_t? _logCallback;
     private static Native.sd_progress_cb_t? _progressCallback;
+    private static Native.sd_preview_cb_t? _previewCallback;
     // ReSharper restore NotAccessedField.Local
 
     #endregion
@@ -20,6 +21,7 @@ public static unsafe class StableDiffusionCpp
 
     public static event EventHandler<StableDiffusionLogEventArgs>? Log;
     public static event EventHandler<StableDiffusionProgressEventArgs>? Progress;
+    public static event EventHandler<StableDiffusionPreviewEventArgs>? Preview;
 
     #endregion
 
@@ -33,6 +35,19 @@ public static unsafe class StableDiffusionCpp
         Native.sd_set_progress_callback(_progressCallback = OnNativeProgress, null);
     }
 
+    public static void EnablePreview(Preview mode, int interval, bool denoised, bool noisy)
+    {
+        ArgumentOutOfRangeException.ThrowIfNegative(interval);
+
+        if (mode == NET.Preview.None)
+            _previewCallback = null;
+
+        else if (_previewCallback == null)
+            _previewCallback = OnPreview;
+
+        Native.sd_set_preview_callback(_previewCallback, mode, interval, denoised, noisy);
+    }
+
     public static void Convert(string modelPath, string vaePath, Quantization quantization, string outputPath, string tensorTypeRules = "")
     {
         ArgumentException.ThrowIfNullOrWhiteSpace(nameof(modelPath));
@@ -89,5 +104,18 @@ public static unsafe class StableDiffusionCpp
         catch { /**/ }
     }
 
+    private static void OnPreview(int step, int frameCount, Native.Types.sd_image_t* frames, bool isNoisy)
+    {
+        try
+        {
+            if (frameCount <= 0 || frames == null) return;
+
+            Image<ColorRGB> image = ImageHelper.GetImage(frames, 0);
+
+            Preview?.Invoke(null, new StableDiffusionPreviewEventArgs(step, isNoisy, image));
+        }
+        catch { /**/ }
+    }
+
     #endregion
 }