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sipie800 / ComfyUI-PuLID-Flux-Enhanced

Apache License 2.0
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Causing Boolean value of Tensor with more than one value is ambiguous in SamplerCustomAdvanced Node #4

Open CCJetWing opened 1 month ago

CCJetWing commented 1 month ago

Can anyone figure out how can I fix the error?

ComfyUI Error Report

Error Details

## System Information
- **ComfyUI Version:** v0.2.2-62-gdc96a1a
- **Arguments:** D:\ComfyUI-aki-v1.2\main.py --auto-launch --preview-method auto --disable-cuda-malloc
- **OS:** nt
- **Python Version:** 3.10.11 (tags/v3.10.11:7d4cc5a, Apr  5 2023, 00:38:17) [MSC v.1929 64 bit (AMD64)]
- **Embedded Python:** false
- **PyTorch Version:** 2.4.1+cu124
## Devices

- **Name:** cuda:0 NVIDIA GeForce RTX 3090 : cudaMallocAsync
  - **Type:** cuda
  - **VRAM Total:** 25769279488
  - **VRAM Free:** 5729001634
  - **Torch VRAM Total:** 18488492032
  - **Torch VRAM Free:** 116023458
## Logs

2024-10-18 20:55:34,482 - root - INFO - Total VRAM 24576 MB, total RAM 65447 MB 2024-10-18 20:55:34,482 - root - INFO - pytorch version: 2.4.1+cu124 2024-10-18 20:55:43,655 - root - INFO - xformers version: 0.0.28.post1 2024-10-18 20:55:43,655 - root - INFO - Set vram state to: NORMAL_VRAM 2024-10-18 20:55:43,655 - root - INFO - Device: cuda:0 NVIDIA GeForce RTX 3090 : cudaMallocAsync 2024-10-18 20:55:47,220 - root - INFO - Using xformers cross attention 2024-10-18 20:55:54,821 - root - INFO - [Prompt Server] web root: D:\ComfyUI-aki-v1.2\web 2024-10-18 20:56:42,682 - root - INFO - Total VRAM 24576 MB, total RAM 65447 MB 2024-10-18 20:56:42,682 - root - INFO - pytorch version: 2.4.1+cu124 2024-10-18 20:56:42,682 - root - INFO - xformers version: 0.0.28.post1 2024-10-18 20:56:42,682 - root - INFO - Set vram state to: NORMAL_VRAM 2024-10-18 20:56:42,682 - root - INFO - Device: cuda:0 NVIDIA GeForce RTX 3090 : cudaMallocAsync 2024-10-18 20:57:00,230 - root - INFO - -------------- 2024-10-18 20:57:00,230 - root - INFO -  ### Mixlab Nodes: Loaded 2024-10-18 20:57:00,304 - root - INFO - ChatGPT.available True 2024-10-18 20:57:00,321 - root - INFO - editmask.available True 2024-10-18 20:57:00,348 - root - INFO - LaMaInpainting.available True 2024-10-18 20:57:01,273 - root - INFO - ClipInterrogator.available True 2024-10-18 20:57:03,116 - root - INFO - PromptGenerate.available True 2024-10-18 20:57:03,116 - root - INFO - ChinesePrompt.available True 2024-10-18 20:57:03,116 - root - INFO - RembgNode.available True 2024-10-18 20:57:07,906 - root - INFO - TripoSR.available 2024-10-18 20:57:07,917 - root - INFO - MiniCPMNode.available 2024-10-18 20:57:08,417 - root - INFO - Scenedetect.available 2024-10-18 20:57:09,172 - root - INFO - FishSpeech.available 2024-10-18 20:57:09,274 - root - INFO - SenseVoice.available 2024-10-18 20:57:09,975 - root - INFO - Whisper.available False 2024-10-18 20:57:10,028 - root - INFO - FalVideo.available 2024-10-18 20:57:10,028 - root - INFO -  --------------  2024-10-18 20:57:10,155 - comfyui-prompt-control - INFO - Use STYLE(weight_interpretation, normalization) at the start of a prompt to use advanced encodings 2024-10-18 20:57:10,155 - comfyui-prompt-control - INFO - Weight interpretations available: comfy,perp 2024-10-18 20:57:10,155 - comfyui-prompt-control - INFO - Normalization types available: none

2024-10-18 20:58:00,106 - root - INFO - Import times for custom nodes: 2024-10-18 20:58:00,106 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\efficiency-nodes-comfyui 2024-10-18 20:58:00,106 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI_IPAdapter_plus 2024-10-18 20:58:00,106 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-VideoHelperSuite 2024-10-18 20:58:00,106 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\comfyui_controlnet_aux 2024-10-18 20:58:00,106 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\sdxl_prompt_styler 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-Impact-Pack 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\websocket_image_save.py 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\AIGODLIKE-ComfyUI-Translation 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\comfyui-ultralytics-yolo 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ControlNet-LLLite-ComfyUI 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\FreeU_Advanced 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-WD14-Tagger 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\rembg-comfyui-node-better 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\comfyui-lama-remover 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\stability-ComfyUI-nodes 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI_InstantID 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI_TiledKSampler 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-Gaffer 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\PowerNoiseSuite 2024-10-18 20:58:00,107 - root - INFO - 0.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-Eagle-PNGInfo 2024-10-18 20:58:00,107 - root - INFO - 0.1 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI_experiments 2024-10-18 20:58:00,107 - root - INFO - 0.1 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\comfyui-inpaint-nodes 2024-10-18 20:58:00,107 - root - INFO - 0.1 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI_UltimateSDUpscale 2024-10-18 20:58:00,107 - root - INFO - 0.1 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\images-grid-comfy-plugin 2024-10-18 20:58:00,107 - root - INFO - 0.1 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI_essentials 2024-10-18 20:58:00,107 - root - INFO - 0.1 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-Video-Matting 2024-10-18 20:58:00,107 - root - INFO - 0.1 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-KJNodes 2024-10-18 20:58:00,107 - root - INFO - 0.1 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\x-flux-comfyui 2024-10-18 20:58:00,107 - root - INFO - 0.1 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-IC-Light 2024-10-18 20:58:00,107 - root - INFO - 0.1 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-GGUF 2024-10-18 20:58:00,107 - root - INFO - 0.1 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-Custom-Scripts 2024-10-18 20:58:00,107 - root - INFO - 0.1 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\comfyui-prompt-control 2024-10-18 20:58:00,107 - root - INFO - 0.2 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI_CatVTON_Wrapper 2024-10-18 20:58:00,107 - root - INFO - 0.2 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\Derfuu_ComfyUI_ModdedNodes 2024-10-18 20:58:00,107 - root - INFO - 0.2 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-Advanced-ControlNet 2024-10-18 20:58:00,107 - root - INFO - 0.2 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-Marigold 2024-10-18 20:58:00,108 - root - INFO - 0.2 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-Florence2 2024-10-18 20:58:00,108 - root - INFO - 0.3 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-Inspire-Pack 2024-10-18 20:58:00,108 - root - INFO - 0.3 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\rgthree-comfy 2024-10-18 20:58:00,108 - root - INFO - 0.4 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-Crystools 2024-10-18 20:58:00,108 - root - INFO - 0.5 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-AnimateDiff-Evolved 2024-10-18 20:58:00,108 - root - INFO - 0.6 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\comfyui-workspace-manager 2024-10-18 20:58:00,108 - root - INFO - 0.7 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\comfyui_segment_anything 2024-10-18 20:58:00,108 - root - INFO - 0.7 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-IF_AI_tools 2024-10-18 20:58:00,108 - root - INFO - 0.8 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-segment-anything-2 2024-10-18 20:58:00,108 - root - INFO - 0.9 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-Manager 2024-10-18 20:58:00,108 - root - INFO - 1.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\comfy_mtb 2024-10-18 20:58:00,108 - root - INFO - 1.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\CharacterFaceSwap 2024-10-18 20:58:00,108 - root - INFO - 1.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-PuLID-Flux-Enhanced 2024-10-18 20:58:00,108 - root - INFO - 1.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\comfyui-reactor-node 2024-10-18 20:58:00,108 - root - INFO - 1.3 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\clipseg.py 2024-10-18 20:58:00,108 - root - INFO - 1.4 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI_LayerStyle 2024-10-18 20:58:00,108 - root - INFO - 2.5 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI_FizzNodes 2024-10-18 20:58:00,108 - root - INFO - 2.7 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-FluxTrainer 2024-10-18 20:58:00,108 - root - INFO - 4.6 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\was-node-suite-comfyui 2024-10-18 20:58:00,108 - root - INFO - 5.5 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-Image-Filters 2024-10-18 20:58:00,108 - root - INFO - 7.1 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-Inspyrenet-Rembg 2024-10-18 20:58:00,108 - root - INFO - 7.7 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI_Custom_Nodes_AlekPet 2024-10-18 20:58:00,108 - root - INFO - 12.4 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\comfyui-mixlab-nodes 2024-10-18 20:58:00,108 - root - INFO - 27.0 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI_Comfyroll_CustomNodes 2024-10-18 20:58:00,108 - root - INFO - 34.9 seconds: D:\ComfyUI-aki-v1.2\custom_nodes\comfyui-art-venture 2024-10-18 20:58:00,108 - root - INFO - 2024-10-18 20:58:00,177 - root - INFO -

2024-10-18 20:58:00,177 - root - INFO -

Starting server 2024-10-18 20:58:00,177 - root - INFO - To see the GUI go to: http://192.168.1.100:8188 or http://127.0.0.1:8188 2024-10-18 20:58:00,177 - root - INFO - To see the GUI go to: https://192.168.1.100:8189 or https://127.0.0.1:8189 2024-10-18 20:59:35,755 - root - INFO - got prompt 2024-10-18 21:00:03,067 - root - INFO - Using xformers attention in VAE 2024-10-18 21:00:03,068 - root - INFO - Using xformers attention in VAE 2024-10-18 21:00:18,569 - root - INFO - Loaded EVA02-CLIP-L-14-336 model config. 2024-10-18 21:00:18,624 - root - INFO - Shape of rope freq: torch.Size([576, 64]) 2024-10-18 21:00:22,016 - root - INFO - Loading pretrained EVA02-CLIP-L-14-336 weights (eva_clip). 2024-10-18 21:00:27,069 - root - INFO - incompatible_keys.missing_keys: ['visual.rope.freqs_cos', 'visual.rope.freqs_sin', 'visual.blocks.0.attn.rope.freqs_cos', 'visual.blocks.0.attn.rope.freqs_sin', 'visual.blocks.1.attn.rope.freqs_cos', 'visual.blocks.1.attn.rope.freqs_sin', 'visual.blocks.2.attn.rope.freqs_cos', 'visual.blocks.2.attn.rope.freqs_sin', 'visual.blocks.3.attn.rope.freqs_cos', 'visual.blocks.3.attn.rope.freqs_sin', 'visual.blocks.4.attn.rope.freqs_cos', 'visual.blocks.4.attn.rope.freqs_sin', 'visual.blocks.5.attn.rope.freqs_cos', 'visual.blocks.5.attn.rope.freqs_sin', 'visual.blocks.6.attn.rope.freqs_cos', 'visual.blocks.6.attn.rope.freqs_sin', 'visual.blocks.7.attn.rope.freqs_cos', 'visual.blocks.7.attn.rope.freqs_sin', 'visual.blocks.8.attn.rope.freqs_cos', 'visual.blocks.8.attn.rope.freqs_sin', 'visual.blocks.9.attn.rope.freqs_cos', 'visual.blocks.9.attn.rope.freqs_sin', 'visual.blocks.10.attn.rope.freqs_cos', 'visual.blocks.10.attn.rope.freqs_sin', 'visual.blocks.11.attn.rope.freqs_cos', 'visual.blocks.11.attn.rope.freqs_sin', 'visual.blocks.12.attn.rope.freqs_cos', 'visual.blocks.12.attn.rope.freqs_sin', 'visual.blocks.13.attn.rope.freqs_cos', 'visual.blocks.13.attn.rope.freqs_sin', 'visual.blocks.14.attn.rope.freqs_cos', 'visual.blocks.14.attn.rope.freqs_sin', 'visual.blocks.15.attn.rope.freqs_cos', 'visual.blocks.15.attn.rope.freqs_sin', 'visual.blocks.16.attn.rope.freqs_cos', 'visual.blocks.16.attn.rope.freqs_sin', 'visual.blocks.17.attn.rope.freqs_cos', 'visual.blocks.17.attn.rope.freqs_sin', 'visual.blocks.18.attn.rope.freqs_cos', 'visual.blocks.18.attn.rope.freqs_sin', 'visual.blocks.19.attn.rope.freqs_cos', 'visual.blocks.19.attn.rope.freqs_sin', 'visual.blocks.20.attn.rope.freqs_cos', 'visual.blocks.20.attn.rope.freqs_sin', 'visual.blocks.21.attn.rope.freqs_cos', 'visual.blocks.21.attn.rope.freqs_sin', 'visual.blocks.22.attn.rope.freqs_cos', 'visual.blocks.22.attn.rope.freqs_sin', 'visual.blocks.23.attn.rope.freqs_cos', 'visual.blocks.23.attn.rope.freqs_sin'] 2024-10-18 21:00:29,199 - root - INFO - Loading PuLID-Flux model. 2024-10-18 21:01:19,804 - root - INFO - model weight dtype torch.float8_e4m3fn, manual cast: torch.bfloat16 2024-10-18 21:01:19,804 - root - INFO - modeltype FLUX 2024-10-18 21:02:48,517 - root - INFO - Requested to load FluxClipModel 2024-10-18 21:02:48,517 - root - INFO - Loading 1 new model 2024-10-18 21:02:48,524 - root - INFO - loaded completely 0.0 4777.53759765625 True 2024-10-18 21:03:12,682 - root - WARNING - clip missing: ['text_projection.weight'] 2024-10-18 21:03:14,632 - root - INFO - Requested to load Flux 2024-10-18 21:03:14,632 - root - INFO - Loading 1 new model 2024-10-18 21:03:22,889 - root - INFO - loaded completely 0.0 13062.662170410156 True 2024-10-18 21:03:23,037 - root - ERROR - !!! Exception during processing !!! Boolean value of Tensor with more than one value is ambiguous 2024-10-18 21:03:23,148 - root - ERROR - Traceback (most recent call last): File "D:\ComfyUI-aki-v1.2\execution.py", line 323, in execute output_data, output_ui, has_subgraph = get_output_data(obj, input_data_all, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb) File "D:\ComfyUI-aki-v1.2\execution.py", line 198, in get_output_data return_values = _map_node_over_list(obj, input_data_all, obj.FUNCTION, allow_interrupt=True, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb) File "D:\ComfyUI-aki-v1.2\execution.py", line 169, in _map_node_over_list process_inputs(input_dict, i) File "D:\ComfyUI-aki-v1.2\execution.py", line 158, in process_inputs results.append(getattr(obj, func)(inputs)) File "D:\ComfyUI-aki-v1.2\comfy_extras\nodes_custom_sampler.py", line 633, in sample samples = guider.sample(noise.generate_noise(latent), latent_image, sampler, sigmas, denoise_mask=noise_mask, callback=callback, disable_pbar=disable_pbar, seed=noise.seed) File "D:\ComfyUI-aki-v1.2\comfy\samplers.py", line 716, in sample output = self.inner_sample(noise, latent_image, device, sampler, sigmas, denoise_mask, callback, disable_pbar, seed) File "D:\ComfyUI-aki-v1.2\comfy\samplers.py", line 695, in inner_sample samples = sampler.sample(self, sigmas, extra_args, callback, noise, latent_image, denoise_mask, disable_pbar) File "D:\ComfyUI-aki-v1.2\comfy\samplers.py", line 600, in sample samples = self.sampler_function(model_k, noise, sigmas, extra_args=extra_args, callback=k_callback, disable=disable_pbar, self.extra_options) File "D:\ComfyUI-aki-v1.2\python\lib\site-packages\torch\utils_contextlib.py", line 116, in decorate_context return func(*args, kwargs) File "D:\ComfyUI-aki-v1.2\comfy\k_diffusion\sampling.py", line 155, in sample_euler denoised = model(x, sigma_hat * s_in, *extra_args) File "D:\ComfyUI-aki-v1.2\comfy\samplers.py", line 299, in call out = self.inner_model(x, sigma, model_options=model_options, seed=seed) File "D:\ComfyUI-aki-v1.2\comfy\samplers.py", line 682, in call return self.predict_noise(args, kwargs) File "D:\ComfyUI-aki-v1.2\comfy\samplers.py", line 685, in predict_noise return sampling_function(self.inner_model, x, timestep, self.conds.get("negative", None), self.conds.get("positive", None), self.cfg, model_options=model_options, seed=seed) File "D:\ComfyUI-aki-v1.2\comfy\samplers.py", line 279, in sampling_function out = calc_cond_batch(model, conds, x, timestep, model_options) File "D:\ComfyUI-aki-v1.2\comfy\samplers.py", line 228, in calc_cond_batch output = model.apply_model(inputx, timestep, c).chunk(batch_chunks) File "D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-Advanced-ControlNet\adv_control\utils.py", line 69, in apply_model_uncond_cleanup_wrapper return orig_apply_model(self, args, kwargs) File "D:\ComfyUI-aki-v1.2\comfy\model_base.py", line 142, in apply_model model_output = self.diffusion_model(xc, t, context=context, control=control, transformer_options=transformer_options, extra_conds).float() File "D:\ComfyUI-aki-v1.2\python\lib\site-packages\torch\nn\modules\module.py", line 1553, in _wrapped_call_impl return self._call_impl(args, kwargs) File "D:\ComfyUI-aki-v1.2\python\lib\site-packages\torch\nn\modules\module.py", line 1562, in _call_impl return forward_call(*args, **kwargs) File "D:\ComfyUI-aki-v1.2\comfy\ldm\flux\model.py", line 159, in forward out = self.forward_orig(img, img_ids, context, txt_ids, timestep, y, guidance, control) File "D:\ComfyUI-aki-v1.2\custom_nodes\ComfyUI-PuLID-Flux-Enhanced\pulidflux.py", line 111, in forward_orig if node_data['sigma_start'] >= timesteps >= node_data['sigma_end']: RuntimeError: Boolean value of Tensor with more than one value is ambiguous

2024-10-18 21:03:23,149 - root - INFO - Prompt executed in 200.66 seconds

## Attached Workflow
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## Additional Context
(Please add any additional context or steps to reproduce the error here)
sipie800 commented 1 month ago

do you load a workflow which used to work with the origin ComfyUI-PuLID-Flux ? perhaps comfyui load a old default value from that json, which is not compatible with my node. If so, please manually select every value for ApplyPulidFlux again.

andrewmunsell commented 1 month ago

I also ran into the same issue as OP. Not going to lie, this is way outside my normal field and I literally just ran the error through Claude so this code change may be completely non-sensical or break other things, but it did seem to work for me to get rid of the error when using SamplerCustomAdvanced with the cfg > 1

Patchfile:

From c5460c72bc7a02496050f5e0915971d16f5fcd4c Mon Sep 17 00:00:00 2001
From: Andrew Munsell <andrew@wizardapps.net>
Date: Wed, 23 Oct 2024 18:04:31 -0700
Subject: [PATCH] Fix issue

---
 pulidflux.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/pulidflux.py b/pulidflux.py
index e67e81f..f9a185b 100644
--- a/pulidflux.py
+++ b/pulidflux.py
@@ -108,7 +108,7 @@ def forward_orig(
             if i % self.pulid_double_interval == 0:
                 # Will calculate influence of all pulid nodes at once
                 for _, node_data in self.pulid_data.items():
-                    if node_data['sigma_start'] >= timesteps >= node_data['sigma_end']:
+                    if ((node_data['sigma_start'] >= timesteps) & (timesteps >= node_data['sigma_end'])).all():
                         img = img + node_data['weight'] * self.pulid_ca[ca_idx](node_data['embedding'], img)
                 ca_idx += 1

@@ -130,7 +130,7 @@ def forward_orig(
             if i % self.pulid_single_interval == 0:
                 # Will calculate influence of all nodes at once
                 for _, node_data in self.pulid_data.items():
-                    if node_data['sigma_start'] >= timesteps >= node_data['sigma_end']:
+                    if ((node_data['sigma_start'] >= timesteps) & (timesteps >= node_data['sigma_end'])).all():
                         real_img = real_img + node_data['weight'] * self.pulid_ca[ca_idx](node_data['embedding'], real_img)
                 ca_idx += 1
             img = torch.cat((txt, real_img), 1)
@@ -465,3 +465,5 @@ NODE_DISPLAY_NAME_MAPPINGS = {
     "PulidFluxEvaClipLoader": "Load Eva Clip (PuLID Flux)",
     "ApplyPulidFlux": "Apply PuLID Flux",
 }
+
+
-- 
2.43.0
925-Studio commented 3 weeks ago

I just encountered this same error when I tried to run a batch generation. If the value of batch is > 1, this error appears.

Mumudao commented 2 weeks ago

将负面条件换成impact pack插件里的"negtive cond placeholder"就行了，反正我是这样解决的

ShoWorld commented 1 week ago

我也遇到了與 OP 相同的問題。不會撒謊，這遠遠超出了我的正常領域，我實際上只是通過 Claude 運行了錯誤，因此此代碼更改可能完全無意義或破壞其他事情，但在將 SamplerCustomAdvanced 與 cfg > 1 一起使用時，它似乎確實對我有用

補丁檔案：

This method is useful. Update the .patch command in the \custom_nodes\ComfyUI-PuLID-Flux-Enhanced folder. After the update, batch size >1 also works fine.