From 771e23298a9e6328475d5b6941ff894ec2569f18 Mon Sep 17 00:00:00 2001 From: Xu Zhang Date: Tue, 29 Oct 2024 16:51:38 +0800 Subject: [PATCH 1/3] add workflow png and json --- .../docs/ComfyUI_Online_Quantization.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/onediff_comfy_nodes/docs/ComfyUI_Online_Quantization.md b/onediff_comfy_nodes/docs/ComfyUI_Online_Quantization.md index 028dc02fa..597660c33 100644 --- a/onediff_comfy_nodes/docs/ComfyUI_Online_Quantization.md +++ b/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 ``` From 1303b96c4bd51a04ec5ab2898292cf5ac11325de Mon Sep 17 00:00:00 2001 From: Xu Zhang Date: Tue, 29 Oct 2024 17:02:49 +0800 Subject: [PATCH 2/3] new workflow png and json --- .../comfyui_workflow_images/sd15-baseline.png | Bin 0 -> 296581 bytes .../comfyui_workflow_images/sd15-onediff.png | Bin 0 -> 290390 bytes .../comfyui_workflow_images/sd15-quant.png | Bin 0 -> 376347 bytes .../comfyui_workflow_images/sdxl-baseline.png | Bin 0 -> 273489 bytes .../comfyui_workflow_images/sdxl-onediff.png | Bin 0 -> 278003 bytes .../comfyui_workflow_images/sdxl-quant.png | Bin 0 -> 350319 bytes .../workflows/sd15-baseline.json | 107 ++++++++++++++ .../workflows/sd15-onediff.json | 108 ++++++++++++++ onediff_comfy_nodes/workflows/sd15-quant.json | 136 ++++++++++++++++++ .../workflows/sdxl-baseline.json | 107 ++++++++++++++ .../workflows/sdxl-onediff.json | 108 ++++++++++++++ onediff_comfy_nodes/workflows/sdxl-quant.json | 136 ++++++++++++++++++ 12 files changed, 702 insertions(+) create mode 100644 onediff_comfy_nodes/comfyui_workflow_images/sd15-baseline.png create mode 100644 onediff_comfy_nodes/comfyui_workflow_images/sd15-onediff.png create mode 100644 onediff_comfy_nodes/comfyui_workflow_images/sd15-quant.png create mode 100644 onediff_comfy_nodes/comfyui_workflow_images/sdxl-baseline.png create mode 100644 onediff_comfy_nodes/comfyui_workflow_images/sdxl-onediff.png create mode 100644 onediff_comfy_nodes/comfyui_workflow_images/sdxl-quant.png create mode 100644 onediff_comfy_nodes/workflows/sd15-baseline.json create mode 100644 onediff_comfy_nodes/workflows/sd15-onediff.json create mode 100644 onediff_comfy_nodes/workflows/sd15-quant.json create mode 100644 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+ "_meta": { + "title": "VAE Decode" + } + }, + "9": { + "inputs": { + "filename_prefix": "ComfyUI", + "images": [ + "8", + 0 + ] + }, + "class_type": "SaveImage", + "_meta": { + "title": "Save Image" + } + }, + "10": { + "inputs": { + "ckpt_name": "sd_xl_base_1.0.safetensors", + "vae_speedup": "disable" + }, + "class_type": "OneDiffCheckpointLoaderSimple", + "_meta": { + "title": "Load Checkpoint - OneDiff" + } + } +} \ No newline at end of file diff --git a/onediff_comfy_nodes/workflows/sdxl-quant.json b/onediff_comfy_nodes/workflows/sdxl-quant.json new file mode 100644 index 000000000..a554ffab1 --- /dev/null +++ b/onediff_comfy_nodes/workflows/sdxl-quant.json @@ -0,0 +1,136 @@ +{ + "3": { + "inputs": { + "seed": 115781512206901, + "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": "sd_xl_base_1.0.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" + } + } +} \ No newline at end of file From 4415f69af338f40463a9a4e6c0c8ff7ea00c985f Mon Sep 17 00:00:00 2001 From: Xu Zhang Date: Tue, 29 Oct 2024 17:38:26 +0800 Subject: [PATCH 3/3] pre-commit --- onediff_comfy_nodes/workflows/sd15-baseline.json | 2 +- onediff_comfy_nodes/workflows/sd15-onediff.json | 2 +- onediff_comfy_nodes/workflows/sd15-quant.json | 2 +- onediff_comfy_nodes/workflows/sdxl-baseline.json | 2 +- onediff_comfy_nodes/workflows/sdxl-onediff.json | 2 +- onediff_comfy_nodes/workflows/sdxl-quant.json | 2 +- 6 files changed, 6 insertions(+), 6 deletions(-) diff --git a/onediff_comfy_nodes/workflows/sd15-baseline.json b/onediff_comfy_nodes/workflows/sd15-baseline.json index 9faea284d..0c4034987 100644 --- a/onediff_comfy_nodes/workflows/sd15-baseline.json +++ b/onediff_comfy_nodes/workflows/sd15-baseline.json @@ -104,4 +104,4 @@ "title": "Save Image" } } -} \ No newline at end of file +} diff --git a/onediff_comfy_nodes/workflows/sd15-onediff.json b/onediff_comfy_nodes/workflows/sd15-onediff.json index 74c969086..b6a6833dd 100644 --- a/onediff_comfy_nodes/workflows/sd15-onediff.json +++ b/onediff_comfy_nodes/workflows/sd15-onediff.json @@ -105,4 +105,4 @@ "title": "Load Checkpoint - OneDiff" } } -} \ No newline at end of file +} diff --git a/onediff_comfy_nodes/workflows/sd15-quant.json b/onediff_comfy_nodes/workflows/sd15-quant.json index 72a7219f5..6d78113e0 100644 --- a/onediff_comfy_nodes/workflows/sd15-quant.json +++ b/onediff_comfy_nodes/workflows/sd15-quant.json @@ -133,4 +133,4 @@ "title": "Online OneFlow Quantizer - OneDiff" } } -} \ No newline at end of file +} diff --git a/onediff_comfy_nodes/workflows/sdxl-baseline.json b/onediff_comfy_nodes/workflows/sdxl-baseline.json index 707e5df8b..10381d212 100644 --- a/onediff_comfy_nodes/workflows/sdxl-baseline.json +++ b/onediff_comfy_nodes/workflows/sdxl-baseline.json @@ -104,4 +104,4 @@ "title": "Save Image" } } -} \ No newline at end of file +} diff --git a/onediff_comfy_nodes/workflows/sdxl-onediff.json b/onediff_comfy_nodes/workflows/sdxl-onediff.json index 5f81abe71..d684048ea 100644 --- a/onediff_comfy_nodes/workflows/sdxl-onediff.json +++ b/onediff_comfy_nodes/workflows/sdxl-onediff.json @@ -105,4 +105,4 @@ "title": "Load Checkpoint - OneDiff" } } -} \ No newline at end of file +} diff --git a/onediff_comfy_nodes/workflows/sdxl-quant.json b/onediff_comfy_nodes/workflows/sdxl-quant.json index a554ffab1..7e8c30c50 100644 --- a/onediff_comfy_nodes/workflows/sdxl-quant.json +++ b/onediff_comfy_nodes/workflows/sdxl-quant.json @@ -133,4 +133,4 @@ "title": "Online OneFlow Quantizer - OneDiff" } } -} \ No newline at end of file +}

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