InstantIR_Loader click low_vram, InstantIR Sampler gets error: Expected all tensors to be on the same device, but found at least two devices, cpu and cuda:0! (when checking argument for argument mat1 in method wrapper_CUDA_addmm)

[2002erlinglinger]

I'm running a basic workflow (as attached file), when I encounter this issue. If I turn on the low vram in InstantIR Loader, the InstantIR Sampler gets error. My computer has 8G vram. If I don't turn on low vram in the loader, the loader can't continue. I can't find any solution for this. Does anyone know how to solve it if I don't buy a new video card with larger vram? test instantIR.json

ComfyUI Error Report

Error Details

• Node Type: InstantIR_Sampler
• Exception Type: RuntimeError

• Exception Message: Expected all tensors to be on the same device, but found at least two devices, cpu and cuda:0! (when checking argument for argument mat1 in method wrapper_CUDA_addmm)

  Stack Trace

  
  File "C:\sd-ComfyUI-aki-v1.3\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 "C:\sd-ComfyUI-aki-v1.3\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 "C:\sd-ComfyUI-aki-v1.3\execution.py", line 169, in _map_node_over_list
  process_inputs(input_dict, i)
  
  File "C:\sd-ComfyUI-aki-v1.3\execution.py", line 158, in process_inputs
  results.append(getattr(obj, func)(**inputs))
  
  File "C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_InstantIR_Wrapper\InstantIR_node.py", line 147, in main
  ouput_img = instantIR_main(image_list, model, seed, creative_restoration, steps, prompt, negative_prompt, cfg,
  
  File "C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_InstantIR_Wrapper\utils.py", line 175, in instantIR_main
  image = pipe(
  
  File "C:\sd-ComfyUI-aki-v1.3\python\lib\site-packages\torch\utils\_contextlib.py", line 116, in decorate_context
  return func(*args, **kwargs)
  
  File "C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_InstantIR_Wrapper\pipelines\sdxl_instantir.py", line 1518, in __call__
  cross_attention_emb = self.unet.time_embedding(cross_attention_t_emb, timestep_cond)
  
  File "C:\sd-ComfyUI-aki-v1.3\python\lib\site-packages\torch\nn\modules\module.py", line 1553, in _wrapped_call_impl
  return self._call_impl(*args, **kwargs)
  
  File "C:\sd-ComfyUI-aki-v1.3\python\lib\site-packages\torch\nn\modules\module.py", line 1562, in _call_impl
  return forward_call(*args, **kwargs)
  
  File "C:\sd-ComfyUI-aki-v1.3\python\lib\site-packages\diffusers\models\embeddings.py", line 376, in forward
  sample = self.linear_1(sample)
  
  File "C:\sd-ComfyUI-aki-v1.3\python\lib\site-packages\torch\nn\modules\module.py", line 1553, in _wrapped_call_impl
  return self._call_impl(*args, **kwargs)
  
  File "C:\sd-ComfyUI-aki-v1.3\python\lib\site-packages\torch\nn\modules\module.py", line 1562, in _call_impl
  return forward_call(*args, **kwargs)
  
  File "C:\sd-ComfyUI-aki-v1.3\python\lib\site-packages\torch\nn\modules\linear.py", line 117, in forward
  return F.linear(input, self.weight, self.bias)

## System Information
- **ComfyUI Version:** v0.2.7
- **Arguments:** C:\sd-ComfyUI-aki-v1.3\main.py --auto-launch --preview-method auto --disable-smart-memory --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 3070 : cudaMallocAsync
  - **Type:** cuda
  - **VRAM Total:** 8589279232
  - **VRAM Free:** 2832464048
  - **Torch VRAM Total:** 4630511616
  - **Torch VRAM Free:** 78903472

## Logs

2024-11-08 09:31:59,497 - root - INFO - Total VRAM 8191 MB, total RAM 65345 MB 2024-11-08 09:31:59,497 - root - INFO - pytorch version: 2.4.1+cu124 2024-11-08 09:32:00,339 - root - INFO - xformers version: 0.0.28.post1 2024-11-08 09:32:00,339 - root - INFO - Set vram state to: NORMAL_VRAM 2024-11-08 09:32:00,340 - root - INFO - Disabling smart memory management 2024-11-08 09:32:00,340 - root - INFO - Device: cuda:0 NVIDIA GeForce RTX 3070 : cudaMallocAsync 2024-11-08 09:32:00,449 - root - INFO - Using xformers cross attention 2024-11-08 09:32:01,249 - root - INFO - [Prompt Server] web root: C:\sd-ComfyUI-aki-v1.3\web 2024-11-08 09:32:01,249 - root - INFO - Adding extra search path checkpoints C:/sd-webui-aki-v4.8/models/Stable-diffusion 2024-11-08 09:32:01,249 - root - INFO - Adding extra search path configs C:/sd-webui-aki-v4.8/models/Stable-diffusion 2024-11-08 09:32:01,249 - root - INFO - Adding extra search path vae C:/sd-webui-aki-v4.8/models/VAE 2024-11-08 09:32:01,249 - root - INFO - Adding extra search path loras C:/sd-webui-aki-v4.8/models/Lora 2024-11-08 09:32:01,249 - root - INFO - Adding extra search path loras C:/sd-webui-aki-v4.8/models/LyCORIS 2024-11-08 09:32:01,249 - root - INFO - Adding extra search path upscale_models C:/sd-webui-aki-v4.8/models/ESRGAN 2024-11-08 09:32:01,249 - root - INFO - Adding extra search path upscale_models C:/sd-webui-aki-v4.8/models/RealESRGAN 2024-11-08 09:32:01,249 - root - INFO - Adding extra search path upscale_models C:/sd-webui-aki-v4.8/models/SwinIR 2024-11-08 09:32:01,249 - root - INFO - Adding extra search path embeddings C:/sd-webui-aki-v4.8/embeddings 2024-11-08 09:32:01,249 - root - INFO - Adding extra search path hypernetworks C:/sd-webui-aki-v4.8/models/hypernetworks 2024-11-08 09:32:01,249 - root - INFO - Adding extra search path controlnet C:/sd-webui-aki-v4.8/models/ControlNet 2024-11-08 09:32:03,775 - root - INFO - Total VRAM 8191 MB, total RAM 65345 MB 2024-11-08 09:32:03,775 - root - INFO - pytorch version: 2.4.1+cu124 2024-11-08 09:32:03,775 - root - INFO - xformers version: 0.0.28.post1 2024-11-08 09:32:03,775 - root - INFO - Set vram state to: NORMAL_VRAM 2024-11-08 09:32:03,775 - root - INFO - Disabling smart memory management 2024-11-08 09:32:03,776 - root - INFO - Device: cuda:0 NVIDIA GeForce RTX 3070 : cudaMallocAsync 2024-11-08 09:32:15,150 - root - INFO - Import times for custom nodes: 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\websocket_image_save.py 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\AIGODLIKE-COMFYUI-TRANSLATION 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\comfyUI_TJ_NormalLighting 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ControlNet-LLLite-ComfyUI 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-Inpaint-CropAndStitch 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-FluxExt-MZ 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-IC-Light-Native 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\FreeU_Advanced 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-BRIA_AI-RMBG 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\cg-use-everywhere 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_Cutoff 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\stability-ComfyUI-nodes 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_TiledKSampler 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-WD14-Tagger 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_3dPoseEditor 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_InstantID 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-AutomaticCFG 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_experiments 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\comfyui-inpaint-nodes 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-TiledDiffusion 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\PowerNoiseSuite 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_IPAdapter_plus 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-DDColor 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\images-grid-comfy-plugin 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_FizzNodes 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-Custom-Scripts 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyQR-scanning-nodes 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_UltimateSDUpscale 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\Derfuu_ComfyUI_ModdedNodes 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-Advanced-ControlNet 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyQR 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-KJNodes 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-GGUF 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-Marigold 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\rgthree-comfy 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\efficiency-nodes-comfyui 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-IC-Light 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_bitsandbytes_NF4 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_essentials 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_Comfyroll_CustomNodes 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-AnimateDiff-Evolved 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-KwaiKolorsWrapper 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\comfyui_controlnet_aux 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-Inspire-Pack 2024-11-08 09:32:15,150 - root - INFO - 0.0 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-SUPIR 2024-11-08 09:32:15,150 - root - INFO - 0.1 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-Crystools 2024-11-08 09:32:15,150 - root - INFO - 0.1 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-Impact-Pack 2024-11-08 09:32:15,150 - root - INFO - 0.1 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\comfyui-reactor-node 2024-11-08 09:32:15,150 - root - INFO - 0.1 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\PuLID_ComfyUI 2024-11-08 09:32:15,150 - root - INFO - 0.1 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-VideoHelperSuite 2024-11-08 09:32:15,150 - root - INFO - 0.1 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\comfyui_segment_anything 2024-11-08 09:32:15,150 - root - INFO - 0.1 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_InstantIR_Wrapper 2024-11-08 09:32:15,150 - root - INFO - 0.1 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-IF_AI_tools 2024-11-08 09:32:15,150 - root - INFO - 0.1 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\comfyui-workspace-manager 2024-11-08 09:32:15,150 - root - INFO - 0.1 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-BrushNet 2024-11-08 09:32:15,150 - root - INFO - 0.2 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_LayerStyle 2024-11-08 09:32:15,150 - root - INFO - 0.2 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUi-Ollama-YN 2024-11-08 09:32:15,150 - root - INFO - 0.4 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-Manager 2024-11-08 09:32:15,150 - root - INFO - 0.5 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-Easy-Use 2024-11-08 09:32:15,150 - root - INFO - 0.5 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-clip-interrogator 2024-11-08 09:32:15,150 - root - INFO - 0.6 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-AdvancedLivePortrait 2024-11-08 09:32:15,150 - root - INFO - 0.9 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\comfyui-liveportrait 2024-11-08 09:32:15,150 - root - INFO - 2.7 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI-PMRF 2024-11-08 09:32:15,150 - root - INFO - 3.1 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_Custom_Nodes_AlekPet 2024-11-08 09:32:15,150 - root - INFO - 3.2 seconds: C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_Segment_Mask 2024-11-08 09:32:15,150 - root - INFO - 2024-11-08 09:32:15,177 - root - INFO - Starting server

2024-11-08 09:32:15,178 - root - INFO - To see the GUI go to: http://127.0.0.1:8188 2024-11-08 09:33:01,855 - root - INFO - got prompt 2024-11-08 09:33:16,965 - ComfyUI_InstantIR_Wrapper.pipelines.sdxl_instantir - INFO - use lora alpha 1 2024-11-08 09:33:19,732 - ComfyUI_InstantIR_Wrapper.pipelines.sdxl_instantir - INFO - use lora alpha 8.0 2024-11-08 09:33:19,732 - peft.tuners.tuners_utils - INFO - Already found a peft_config attribute in the model. This will lead to having multiple adapters in the model. Make sure to know what you are doing! 2024-11-08 09:33:25,699 - root - INFO - loading checkpoint done. 2024-11-08 09:33:26,031 - root - INFO - Start infer 1 images. 2024-11-08 09:33:29,632 - root - ERROR - !!! Exception during processing !!! Expected all tensors to be on the same device, but found at least two devices, cpu and cuda:0! (when checking argument for argument mat1 in method wrapper_CUDA_addmm) 2024-11-08 09:33:29,632 - root - ERROR - Traceback (most recent call last): File "C:\sd-ComfyUI-aki-v1.3\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 "C:\sd-ComfyUI-aki-v1.3\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 "C:\sd-ComfyUI-aki-v1.3\execution.py", line 169, in _map_node_over_list process_inputs(input_dict, i) File "C:\sd-ComfyUI-aki-v1.3\execution.py", line 158, in process_inputs results.append(getattr(obj, func)(inputs)) File "C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_InstantIR_Wrapper\InstantIR_node.py", line 147, in main ouput_img = instantIR_main(image_list, model, seed, creative_restoration, steps, prompt, negative_prompt, cfg, File "C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_InstantIR_Wrapper\utils.py", line 175, in instantIR_main image = pipe( File "C:\sd-ComfyUI-aki-v1.3\python\lib\site-packages\torch\utils_contextlib.py", line 116, in decorate_context return func(*args, *kwargs) File "C:\sd-ComfyUI-aki-v1.3\custom_nodes\ComfyUI_InstantIR_Wrapper\pipelines\sdxl_instantir.py", line 1518, in call cross_attention_emb = self.unet.time_embedding(cross_attention_t_emb, timestep_cond) File "C:\sd-ComfyUI-aki-v1.3\python\lib\site-packages\torch\nn\modules\module.py", line 1553, in _wrapped_call_impl return self._call_impl(args, kwargs) File "C:\sd-ComfyUI-aki-v1.3\python\lib\site-packages\torch\nn\modules\module.py", line 1562, in _call_impl return forward_call(*args, kwargs) File "C:\sd-ComfyUI-aki-v1.3\python\lib\site-packages\diffusers\models\embeddings.py", line 376, in forward sample = self.linear_1(sample) File "C:\sd-ComfyUI-aki-v1.3\python\lib\site-packages\torch\nn\modules\module.py", line 1553, in _wrapped_call_impl return self._call_impl(*args, *kwargs) File "C:\sd-ComfyUI-aki-v1.3\python\lib\site-packages\torch\nn\modules\module.py", line 1562, in _call_impl return forward_call(args, kwargs) File "C:\sd-ComfyUI-aki-v1.3\python\lib\site-packages\torch\nn\modules\linear.py", line 117, in forward return F.linear(input, self.weight, self.bias) RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cpu and cuda:0! (when checking argument for argument mat1 in method wrapper_CUDA_addmm)

2024-11-08 09:33:29,652 - root - INFO - Prompt executed in 27.74 seconds

## Attached Workflow
Please make sure that workflow does not contain any sensitive information such as API keys or passwords.

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## Additional Context
(Please add any additional context or steps to reproduce the error here)

[smthemex]

Lowram mode,I haven't test it , Give me some time, I'll try to fix it

[xueqing0622]

3060 12G, 一般模式跑不了， low ram同样这个出错

[smthemex]

low ram 代码我还没有优化，迟点整吧 3060 12跑不了就奇怪 了，刚才我特意测试了一下，4070 12 跑没什么问题，就是慢。回头要把官方的代码拆了来优化加载流程。 还有，最好是先用SDXL的base底模测试，有些微调的SDXL模型可能删了clip或vae，测试如下: