Remove pipeline restriction from Schedulers

Author: saddam213

OnnxStack.StableDiffusion/Common/IScheduler.cs

@@ -1,5 +1,4 @@
 using Microsoft.ML.OnnxRuntime.Tensors;
-using OnnxStack.StableDiffusion.Enums;
 using OnnxStack.StableDiffusion.Schedulers;
 using System;
 using System.Collections.Generic;
@@ -8,11 +7,6 @@ namespace OnnxStack.StableDiffusion.Common
 {
     public interface IScheduler : IDisposable
     {
-        /// <summary>
-        /// Gets the compatible pipeline
-        /// </summary>
-        DiffuserPipelineType PipelineType { get; }
-
         /// <summary>
         /// Gets the initial noise sigma.
         /// </summary>

OnnxStack.StableDiffusion/Extensions.cs

@@ -1,12 +1,9 @@
 using Microsoft.ML.OnnxRuntime;
-using NumSharp;
 using OnnxStack.StableDiffusion.Config;
 using OnnxStack.StableDiffusion.Enums;
 
 using System;
 using System.Linq;
-using System.Numerics;
-using System.Threading.Tasks;
 
 namespace OnnxStack.StableDiffusion
 {
@@ -102,20 +99,19 @@ public static SchedulerType[] GetSchedulerTypes(this DiffuserPipelineType pipeli
         {
             return pipelineType switch
             {
-                DiffuserPipelineType.StableDiffusion => new[]
+                DiffuserPipelineType.LatentConsistency => new[]
+                {
+                    SchedulerType.LCM
+                },
+                _ => new[]
                 {
                     SchedulerType.LMS,
                     SchedulerType.Euler,
                     SchedulerType.EulerAncestral,
                     SchedulerType.DDPM,
                     SchedulerType.DDIM,
                     SchedulerType.KDPM2
-                },
-                DiffuserPipelineType.LatentConsistency => new[]
-                {
-                    SchedulerType.LCM
-                },
-                _ => default
+                }
             };
         }
 

OnnxStack.StableDiffusion/Schedulers/LatentConsistency/LCMScheduler.cs

@@ -1,13 +1,11 @@
 using Microsoft.ML.OnnxRuntime.Tensors;
-using NumSharp;
 using OnnxStack.Core;
 using OnnxStack.StableDiffusion.Config;
 using OnnxStack.StableDiffusion.Enums;
 using OnnxStack.StableDiffusion.Helpers;
 using System;
 using System.Collections.Generic;
 using System.Linq;
-using System.Net;
 
 namespace OnnxStack.StableDiffusion.Schedulers.LatentConsistency
 {
@@ -30,12 +28,6 @@ public LCMScheduler() : this(new SchedulerOptions()) { }
         public LCMScheduler(SchedulerOptions options) : base(options) { }
 
 
-        /// <summary>
-        /// Gets the compatible pipeline.
-        /// </summary>
-        public override DiffuserPipelineType PipelineType => DiffuserPipelineType.LatentConsistency;
-
-
         /// <summary>
         /// Initializes this instance.
         /// </summary>

OnnxStack.StableDiffusion/Schedulers/SchedulerBase.cs

@@ -50,11 +50,6 @@ public SchedulerBase(SchedulerOptions schedulerOptions)
         /// </summary>
         public IReadOnlyList<int> Timesteps => _timesteps;
 
-        /// <summary>
-        /// Gets the compatible pipeline.
-        /// </summary>
-        public virtual DiffuserPipelineType PipelineType => DiffuserPipelineType.StableDiffusion;
-
         /// <summary>
         /// Scales the input.
         /// </summary>