Create README.md

README.md

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+---
+license: apache-2.0
+---
+---
+pipeline_tag: text-to-image
+---
+# Stable-Diffusion XL Base 1.0 - AMD Optimized ONNX
+
+## Original Model
+https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0
+
+## _io32/16
+_io32: model input is fp32, model will convert the input to fp16, perform ops in fp16 and write the final result in fp32
+
+_io16: model input is fp16, perform ops in fp16 and write the final result in fp16
+
+```csharp
+// csharp example
+// Create Pipeline
+var pipeline = StableDiffusionPipeline.CreatePipeline("D:\\Models\\stable-diffusion-xl-base-1.0_amdgpu");
+// Prompt
+var promptOptions = new PromptOptions
+{
+    Prompt = "a beautiful castle in the mountains of Lake Tahoe snow, deep blue lake, ultra hd, cartoonish style"
+};
+// Run pipeline
+var result = await pipeline.GenerateImageAsync(promptOptions, schedulerOptions);
+// Save Image Result
+await result.SaveAsync("Result.png");
+```
+## Inference Result
+![Intro Image](sampleImg-sdxl.png)