Fix Initialization order

Author: saddam213

TensorStack.StableDiffusion/Pipelines/Flux/FluxPipeline.cs

@@ -64,7 +64,7 @@ public async Task<ImageTensor> RunAsync(GenerateOptions options, IProgress<Gener
         /// <param name="executionProvider">The execution provider.</param>
         /// <param name="logger">The logger.</param>
         /// <returns>FluxPipeline.</returns>
-        public static FluxBase FromConfig(string configFile, ExecutionProvider executionProvider, ILogger logger = default)
+        public static FluxPipeline FromConfig(string configFile, ExecutionProvider executionProvider, ILogger logger = default)
         {
             return new FluxPipeline(FluxConfig.FromFile(configFile, executionProvider), logger);
         }
@@ -78,7 +78,7 @@ public static FluxBase FromConfig(string configFile, ExecutionProvider execution
         /// <param name="executionProvider">The execution provider.</param>
         /// <param name="logger">The logger.</param>
         /// <returns>FluxPipeline.</returns>
-        public static FluxBase FromFolder(string modelFolder, ModelType modelType, ExecutionProvider executionProvider, ILogger logger = default)
+        public static FluxPipeline FromFolder(string modelFolder, ModelType modelType, ExecutionProvider executionProvider, ILogger logger = default)
         {
             return new FluxPipeline(FluxConfig.FromFolder(modelFolder, modelType, executionProvider), logger);
         }

TensorStack.StableDiffusion/Schedulers/DDIMScheduler.cs

@@ -26,11 +26,11 @@ public DDIMScheduler(ISchedulerOptions options) : base(options) { }
         /// <param name="strength">The strength.</param>
         public override void Initialize(float strength)
         {
+            base.Initialize(strength);
             bool setAlphaToOne = true;
             _finalAlphaCumprod = setAlphaToOne
                 ? 1.0f
                 : AlphasCumProd.First();
-            base.Initialize(strength);
         }
 
 

TensorStack.StableDiffusion/Schedulers/DDPMWuerstchenScheduler.cs

@@ -30,10 +30,10 @@ public DDPMWuerstchenScheduler(ISchedulerOptions options) : base(options) { }
         /// <param name="strength">The strength.</param>
         public override void Initialize(float strength)
         {
+            base.Initialize(strength);
             _s = 0.008f;
             _scaler = 1.0f;
             _initAlphaCumprod = MathF.Pow(MathF.Cos(_s / (1f + _s) * MathF.PI * 0.5f), 2f);
-            base.Initialize(strength);
         }
 
 

TensorStack.StableDiffusion/Schedulers/FlowMatchEulerDiscreteScheduler.cs

@@ -27,14 +27,14 @@ public FlowMatchEulerDiscreteScheduler(ISchedulerOptions options) : base(options
         /// <param name="strength">The strength.</param>
         public override void Initialize(float strength)
         {
+            base.Initialize(strength);
             var timesteps = ArrayHelpers.Linspace(1, Options.TrainTimesteps, Options.TrainTimesteps);
             var sigmas = timesteps
                 .Select(x => x / Options.TrainTimesteps)
                 .Select(sigma => Options.Shift * sigma / (1f + (Options.Shift - 1f) * sigma))
                 .ToArray();
             _sigmaMin = sigmas.Min();
             _sigmaMax = sigmas.Max();
-            base.Initialize(strength);
         }
 
 

TensorStack.StableDiffusion/Schedulers/KDPM2AncestralScheduler.cs

@@ -43,10 +43,10 @@ public KDPM2AncestralScheduler(ISchedulerOptions options) : base(options) { }
         /// <param name="strength">The strength.</param>
         public override void Initialize(float strength)
         {
+            base.Initialize(strength);
             _stepIndex = 0;
             _previousSample = null;
             Options.TimestepSpacing = TimestepSpacingType.Trailing;
-            base.Initialize(strength);
         }
 
 

TensorStack.StableDiffusion/Schedulers/KDPM2Scheduler.cs

@@ -41,10 +41,10 @@ public KDPM2Scheduler(ISchedulerOptions options) : base(options) { }
         /// <param name="strength">The strength.</param>
         public override void Initialize(float strength)
         {
+            base.Initialize(strength);
             _stepIndex = 0;
             _sample = null;
             Options.TimestepSpacing = TimestepSpacingType.Trailing;
-            base.Initialize(strength);
         }
 
 

TensorStack.StableDiffusion/Schedulers/LCMScheduler.cs

@@ -27,11 +27,11 @@ public LCMScheduler(ISchedulerOptions options) : base(options) { }
         /// <param name="strength">The strength.</param>
         public override void Initialize(float strength)
         {
+            base.Initialize(strength);
             bool setAlphaToOne = false;
             _finalAlphaCumprod = setAlphaToOne
                 ? 1.0f
             : AlphasCumProd.First();
-            base.Initialize(strength);
         }
 
 

TensorStack.StableDiffusion/Schedulers/LMSScheduler.cs

@@ -23,8 +23,8 @@ public LMSScheduler(ISchedulerOptions options) : base(options) { }
 
         public override void Initialize(float strength)
         {
-            _derivatives = new Queue<Tensor<float>>();
             base.Initialize(strength);
+            _derivatives = new Queue<Tensor<float>>();
         }
 
         /// <summary>