add workflow png and json

onediff_comfy_nodes/docs/ComfyUI_Online_Quantization.md

@@ -49,9 +49,9 @@ Note that you can download all images in this page and then drag or load them on
 
 #### Examples
 
-| Baseline (non-optimized) | OneDiff(optimized) | OneDiff Quant(optimized) |
+| [Baseline (non-optimized)](../workflows/sdxl-baseline.json) | [OneDiff(optimized)](../workflows/sdxl-onediff.json) | [OneDiff Quant(optimized)](../workflows/sdxl-quant.json) |
 | ------------------------ | ------------------ | ------------------------ |
-|![image](https://github.com/fmk345/pythonProject/assets/74238139/d5499822-e0b0-4186-831c-18f4c8921ec4)|![image](https://github.com/fmk345/pythonProject/assets/74238139/14feaaf4-6672-430c-85ff-d8c7d8b4d5a2)|![image](https://github.com/fmk345/pythonProject/assets/74238139/cb99f5d7-fb4f-421c-9783-a3adc4375759)|
+|![image](../comfyui_workflow_images/sdxl-baseline.png)|![image](../comfyui_workflow_images/sdxl-onediff.png)|![image](../comfyui_workflow_images/sdxl-quant.png)|
 
 Model parameters can be referred to [Parameter Description](#parameter-description).
 
@@ -74,7 +74,7 @@ python main.py --gpu-only
 
 
 
-### SD1.5
+### [SD1.5](https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5)
 
 We compared the performance of the stable-diffusion-v1-5 model in the three conditions and listed them in the subscript.
 
@@ -88,9 +88,9 @@ Note that you can download all images in this page and then drag or load them on
 
 #### Examples
 
-| Baseline (non-optimized) | OneDiff(optimized) | OneDiff Quant(optimized) |
+| [Baseline (non-optimized)](../workflows/sd15-baseline.json) | [OneDiff(optimized)](../workflows/sd15-onediff.json) | [OneDiff Quant(optimized)](../workflows/sd15-quant.json) |
 | ------------------------ | ------------------ | ------------------------ |
-|![image](https://github.com/fmk345/pythonProject/assets/74238139/948271d2-24db-483f-9f33-81a64ae44c9e)|![image](https://github.com/fmk345/pythonProject/assets/74238139/08495a75-03f5-4e7d-93a2-b206ea755901)|![image](https://github.com/fmk345/pythonProject/assets/74238139/10c00186-fe72-4cca-92d2-2a672b8ffac5)|
+|![image](../comfyui_workflow_images/sd15-baseline.png)|![image](../comfyui_workflow_images/sd15-onediff.png)|![image](../comfyui_workflow_images/sd15-quant.png)|
 
 Model parameters can be referred to [Parameter Description](#parameter-description).
 
@@ -100,7 +100,7 @@ Model parameters can be referred to [Parameter Description](#parameter-descripti
 
 ```
 cd ComfyUI
-wget -O  models/v1-5-pruned-emaonly.ckpt  https://huggingface.co/runwayml/stable-diffusion-v1-5/blob/main/v1-5-pruned-emaonly.ckpt
+wget -O  models/checkpoints/v1-5-pruned-emaonly.safetensors https://huggingface.co/sd-legacy/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors
 ```
 
 

onediff_comfy_nodes/workflows/sd15-baseline.json

@@ -0,0 +1,107 @@
+{
+  "3": {
+    "inputs": {
+      "seed": 1004586347945964,
+      "steps": 20,
+      "cfg": 8,
+      "sampler_name": "euler",
+      "scheduler": "normal",
+      "denoise": 1,
+      "model": [
+        "4",
+        0
+      ],
+      "positive": [
+        "6",
+        0
+      ],
+      "negative": [
+        "7",
+        0
+      ],
+      "latent_image": [
+        "5",
+        0
+      ]
+    },
+    "class_type": "KSampler",
+    "_meta": {
+      "title": "KSampler"
+    }
+  },
+  "4": {
+    "inputs": {
+      "ckpt_name": "v1-5-pruned-emaonly.safetensors"
+    },
+    "class_type": "CheckpointLoaderSimple",
+    "_meta": {
+      "title": "Load Checkpoint"
+    }
+  },
+  "5": {
+    "inputs": {
+      "width": 512,
+      "height": 512,
+      "batch_size": 4
+    },
+    "class_type": "EmptyLatentImage",
+    "_meta": {
+      "title": "Empty Latent Image"
+    }
+  },
+  "6": {
+    "inputs": {
+      "text": "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,",
+      "clip": [
+        "4",
+        1
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP Text Encode (Prompt)"
+    }
+  },
+  "7": {
+    "inputs": {
+      "text": "text, watermark",
+      "clip": [
+        "4",
+        1
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP Text Encode (Prompt)"
+    }
+  },
+  "8": {
+    "inputs": {
+      "samples": [
+        "3",
+        0
+      ],
+      "vae": [
+        "4",
+        2
+      ]
+    },
+    "class_type": "VAEDecode",
+    "_meta": {
+      "title": "VAE Decode"
+    }
+  },
+  "9": {
+    "inputs": {
+      "filename_prefix": "ComfyUI",
+      "images": [
+        "8",
+        0
+      ]
+    },
+    "class_type": "SaveImage",
+    "_meta": {
+      "title": "Save Image"
+    }
+  }
+}

onediff_comfy_nodes/workflows/sd15-onediff.json

@@ -0,0 +1,108 @@
+{
+  "3": {
+    "inputs": {
+      "seed": 879355500122229,
+      "steps": 20,
+      "cfg": 8,
+      "sampler_name": "euler",
+      "scheduler": "normal",
+      "denoise": 1,
+      "model": [
+        "10",
+        0
+      ],
+      "positive": [
+        "6",
+        0
+      ],
+      "negative": [
+        "7",
+        0
+      ],
+      "latent_image": [
+        "5",
+        0
+      ]
+    },
+    "class_type": "KSampler",
+    "_meta": {
+      "title": "KSampler"
+    }
+  },
+  "5": {
+    "inputs": {
+      "width": 512,
+      "height": 512,
+      "batch_size": 4
+    },
+    "class_type": "EmptyLatentImage",
+    "_meta": {
+      "title": "Empty Latent Image"
+    }
+  },
+  "6": {
+    "inputs": {
+      "text": "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,",
+      "clip": [
+        "10",
+        1
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP Text Encode (Prompt)"
+    }
+  },
+  "7": {
+    "inputs": {
+      "text": "text, watermark",
+      "clip": [
+        "10",
+        1
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP Text Encode (Prompt)"
+    }
+  },
+  "8": {
+    "inputs": {
+      "samples": [
+        "3",
+        0
+      ],
+      "vae": [
+        "10",
+        2
+      ]
+    },
+    "class_type": "VAEDecode",
+    "_meta": {
+      "title": "VAE Decode"
+    }
+  },
+  "9": {
+    "inputs": {
+      "filename_prefix": "ComfyUI",
+      "images": [
+        "8",
+        0
+      ]
+    },
+    "class_type": "SaveImage",
+    "_meta": {
+      "title": "Save Image"
+    }
+  },
+  "10": {
+    "inputs": {
+      "ckpt_name": "v1-5-pruned-emaonly.safetensors",
+      "vae_speedup": "disable"
+    },
+    "class_type": "OneDiffCheckpointLoaderSimple",
+    "_meta": {
+      "title": "Load Checkpoint - OneDiff"
+    }
+  }
+}

onediff_comfy_nodes/workflows/sd15-quant.json

@@ -0,0 +1,136 @@
+{
+  "3": {
+    "inputs": {
+      "seed": 439837692531257,
+      "steps": 20,
+      "cfg": 8,
+      "sampler_name": "euler",
+      "scheduler": "normal",
+      "denoise": 1,
+      "model": [
+        "10",
+        0
+      ],
+      "positive": [
+        "6",
+        0
+      ],
+      "negative": [
+        "7",
+        0
+      ],
+      "latent_image": [
+        "5",
+        0
+      ]
+    },
+    "class_type": "KSampler",
+    "_meta": {
+      "title": "KSampler"
+    }
+  },
+  "5": {
+    "inputs": {
+      "width": 512,
+      "height": 512,
+      "batch_size": 4
+    },
+    "class_type": "EmptyLatentImage",
+    "_meta": {
+      "title": "Empty Latent Image"
+    }
+  },
+  "6": {
+    "inputs": {
+      "text": "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,",
+      "clip": [
+        "10",
+        1
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP Text Encode (Prompt)"
+    }
+  },
+  "7": {
+    "inputs": {
+      "text": "text, watermark",
+      "clip": [
+        "10",
+        1
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP Text Encode (Prompt)"
+    }
+  },
+  "8": {
+    "inputs": {
+      "samples": [
+        "3",
+        0
+      ],
+      "vae": [
+        "10",
+        2
+      ]
+    },
+    "class_type": "VAEDecode",
+    "_meta": {
+      "title": "VAE Decode"
+    }
+  },
+  "9": {
+    "inputs": {
+      "filename_prefix": "ComfyUI",
+      "images": [
+        "8",
+        0
+      ]
+    },
+    "class_type": "SaveImage",
+    "_meta": {
+      "title": "Save Image"
+    }
+  },
+  "10": {
+    "inputs": {
+      "ckpt_name": "v1-5-pruned-emaonly.safetensors",
+      "vae_speedup": "disable",
+      "custom_booster": [
+        "12",
+        0
+      ]
+    },
+    "class_type": "OneDiffCheckpointLoaderSimple",
+    "_meta": {
+      "title": "Load Checkpoint - OneDiff"
+    }
+  },
+  "12": {
+    "inputs": {
+      "quantization_booster": [
+        "13",
+        0
+      ]
+    },
+    "class_type": "OneDiffModelBooster",
+    "_meta": {
+      "title": "Apply Model Booster - OneDiff"
+    }
+  },
+  "13": {
+    "inputs": {
+      "quantized_conv_percentage": 100,
+      "quantized_linear_percentage": 100,
+      "conv_compute_density_threshold": 100,
+      "linear_compute_density_threshold": 300
+    },
+    "class_type": "OneDiffOnlineQuantizationBooster",
+    "_meta": {
+      "title": "Online OneFlow Quantizer - OneDiff"
+    }
+  }
+}