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Test flux1-schnel #1071

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eb6c6f4
Test flux1-schnel
ccssu Aug 7, 2024
bac3c15
test
ccssu Aug 7, 2024
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3 changes: 2 additions & 1 deletion onediff_comfy_nodes/_config.py
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Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,8 @@
import sys

import folder_paths
import torch
import torch._dynamo
torch._dynamo.config.suppress_errors = True

__all__ = [
"is_default_using_oneflow_backend",
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162 changes: 162 additions & 0 deletions onediff_comfy_nodes/benchmarks/resources/workflows/baseline/flux1-schnell.json
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@@ -0,0 +1,162 @@
{
"5": {
"inputs": {
"width": 1536,
"height": 1024,
"batch_size": 2
},
"class_type": "EmptyLatentImage",
"_meta": {
"title": "Empty Latent Image"
}
},
"6": {
"inputs": {
"text": "black forest gateau cake spelling out the words \"FLUX DEV\", tasty, food photography, dynamic shot",
"clip": [
"11",
0
]
},
"class_type": "CLIPTextEncode",
"_meta": {
"title": "CLIP Text Encode (Prompt)"
}
},
"8": {
"inputs": {
"samples": [
"13",
0
],
"vae": [
"10",
0
]
},
"class_type": "VAEDecode",
"_meta": {
"title": "VAE Decode"
}
},
"9": {
"inputs": {
"filename_prefix": "ComfyUI",
"images": [
"8",
0
]
},
"class_type": "SaveImage",
"_meta": {
"title": "Save Image"
}
},
"10": {
"inputs": {
"vae_name": "ae.sft"
},
"class_type": "VAELoader",
"_meta": {
"title": "Load VAE"
}
},
"11": {
"inputs": {
"clip_name1": "t5xxl_fp16.safetensors",
"clip_name2": "clip_l.safetensors",
"type": "flux"
},
"class_type": "DualCLIPLoader",
"_meta": {
"title": "DualCLIPLoader"
}
},
"12": {
"inputs": {
"unet_name": "flux1-schnell.sft",
"weight_dtype": "default"
},
"class_type": "UNETLoader",
"_meta": {
"title": "Load Diffusion Model"
}
},
"13": {
"inputs": {
"noise": [
"25",
0
],
"guider": [
"22",
0
],
"sampler": [
"16",
0
],
"sigmas": [
"17",
0
],
"latent_image": [
"5",
0
]
},
"class_type": "SamplerCustomAdvanced",
"_meta": {
"title": "SamplerCustomAdvanced"
}
},
"16": {
"inputs": {
"sampler_name": "euler"
},
"class_type": "KSamplerSelect",
"_meta": {
"title": "KSamplerSelect"
}
},
"17": {
"inputs": {
"scheduler": "simple",
"steps": 4,
"denoise": 1,
"model": [
"12",
0
]
},
"class_type": "BasicScheduler",
"_meta": {
"title": "BasicScheduler"
}
},
"22": {
"inputs": {
"model": [
"12",
0
],
"conditioning": [
"6",
0
]
},
"class_type": "BasicGuider",
"_meta": {
"title": "BasicGuider"
}
},
"25": {
"inputs": {
"noise_seed": 12
},
"class_type": "RandomNoise",
"_meta": {
"title": "RandomNoise"
}
}
}
220 changes: 220 additions & 0 deletions onediff_comfy_nodes/benchmarks/resources/workflows/nexfort/flux1-schnell.json
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@@ -0,0 +1,220 @@
{
"5": {
"inputs": {
"width": 1536,
"height": 1024,
"batch_size": 1
},
"class_type": "EmptyLatentImage",
"_meta": {
"title": "Empty Latent Image"
}
},
"6": {
"inputs": {
"text": "black forest gateau cake spelling out the words \"FLUX DEV\", tasty, food photography, dynamic shot",
"clip": [
"11",
0
]
},
"class_type": "CLIPTextEncode",
"_meta": {
"title": "CLIP Text Encode (Prompt)"
}
},
"8": {
"inputs": {
"samples": [
"13",
0
],
"vae": [
"30",
0
]
},
"class_type": "VAEDecode",
"_meta": {
"title": "VAE Decode"
}
},
"9": {
"inputs": {
"filename_prefix": "ComfyUI",
"images": [
"8",
0
]
},
"class_type": "SaveImage",
"_meta": {
"title": "Save Image"
}
},
"10": {
"inputs": {
"vae_name": "ae.sft"
},
"class_type": "VAELoader",
"_meta": {
"title": "Load VAE"
}
},
"11": {
"inputs": {
"clip_name1": "t5xxl_fp16.safetensors",
"clip_name2": "clip_l.safetensors",
"type": "flux"
},
"class_type": "DualCLIPLoader",
"_meta": {
"title": "DualCLIPLoader"
}
},
"12": {
"inputs": {
"unet_name": "flux1-schnell.sft",
"weight_dtype": "default"
},
"class_type": "UNETLoader",
"_meta": {
"title": "Load Diffusion Model"
}
},
"13": {
"inputs": {
"noise": [
"25",
0
],
"guider": [
"22",
0
],
"sampler": [
"16",
0
],
"sigmas": [
"17",
0
],
"latent_image": [
"5",
0
]
},
"class_type": "SamplerCustomAdvanced",
"_meta": {
"title": "SamplerCustomAdvanced"
}
},
"16": {
"inputs": {
"sampler_name": "euler"
},
"class_type": "KSamplerSelect",
"_meta": {
"title": "KSamplerSelect"
}
},
"17": {
"inputs": {
"scheduler": "simple",
"steps": 4,
"denoise": 1,
"model": [
"12",
0
]
},
"class_type": "BasicScheduler",
"_meta": {
"title": "BasicScheduler"
}
},
"22": {
"inputs": {
"model": [
"26",
0
],
"conditioning": [
"6",
0
]
},
"class_type": "BasicGuider",
"_meta": {
"title": "BasicGuider"
}
},
"25": {
"inputs": {
"noise_seed": 12
},
"class_type": "RandomNoise",
"_meta": {
"title": "RandomNoise"
}
},
"26": {
"inputs": {
"inplace": true,
"model": [
"12",
0
],
"custom_booster": [
"27",
0
]
},
"class_type": "ModelSpeedup",
"_meta": {
"title": "Model Speedup"
}
},
"27": {
"inputs": {
"torchcompile_booster": [
"28",
0
]
},
"class_type": "OneDiffModelBooster",
"_meta": {
"title": "Apply Model Booster - OneDiff"
}
},
"28": {
"inputs": {
"fullgraph": false,
"dynamic": false,
"mode": "max-optimize:max-autotune:low-precision",
"docs_link": "[Note]: \nInstall-nexfort \nhttps://github.com/siliconflow/onediff/tree/main/src/onediff/infer_compiler/backends/nexfort#install-nexfort"
},
"class_type": "OneDiffNexfortBooster",
"_meta": {
"title": "Nexfort Booster - OneDiff"
}
},
"30": {
"inputs": {
"inplace": true,
"vae": [
"10",
0
],
"custom_booster": [
"27",
0
]
},
"class_type": "VaeSpeedup",
"_meta": {
"title": "VAE Speedup"
}
}
}
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