BatchPromptScheduleLatentInput RuntimeError: torch.cat(): expected a non-empty list of Tensors

[Solenyalyl]

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ComfyUI Error Report

Error Details

• Node ID: 16
• Node Type: BatchPromptScheduleLatentInput
• Exception Type: RuntimeError
• Exception Message: torch.cat(): expected a non-empty list of Tensors

Stack Trace

  File "C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\execution.py", line 327, 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:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\execution.py", line 202, 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:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\execution.py", line 174, in _map_node_over_list
    process_inputs(input_dict, i)

  File "C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\execution.py", line 163, in process_inputs
    results.append(getattr(obj, func)(**inputs))

  File "C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_fizznodes\ScheduledNodes.py", line 220, in animate
    return batch_prompt_schedule_latentInput(settings,clip, num_latents)

  File "C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_fizznodes\ScheduleTypes.py", line 66, in batch_prompt_schedule_latentInput
    p = BatchPoolAnimConditioning(pos_cur_prompt, pos_nxt_prompt, weight, clip, settings)

  File "C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_fizznodes\BatchFuncs.py", line 345, in BatchPoolAnimConditioning
    final_pooled_output = torch.cat(pooled_out, dim=0)

System Information

• ComfyUI Version: 0.3.12
• Arguments: main.py --force-fp16
• OS: nt
• Python Version: 3.10.0 | packaged by conda-forge | (default, Nov 20 2021, 02:18:13) [MSC v.1916 64 bit (AMD64)]
• Embedded Python: false
• PyTorch Version: 2.5.1

Devices

• Name: cuda:0
  • Type: cuda
  • VRAM Total:
  • VRAM Free: 5523928938
  • Torch VRAM Total:
  • Torch VRAM Free: 26244970

Logs

2025-01-21T19:05:57.743660 - [START] Security scan2025-01-21T19:05:57.743660 - 
2025-01-21T19:05:58.433097 - [DONE] Security scan2025-01-21T19:05:58.433097 - 
2025-01-21T19:05:58.519688 - ## ComfyUI-Manager: installing dependencies done.2025-01-21T19:05:58.519688 - 
2025-01-21T19:05:58.519688 - ** ComfyUI startup time:2025-01-21T19:05:58.519688 -  2025-01-21T19:05:58.519688 - 2025-01-21 19:05:58.5192025-01-21T19:05:58.520684 - 
2025-01-21T19:05:58.520684 - ** Platform:2025-01-21T19:05:58.520684 -  2025-01-21T19:05:58.520684 - Windows2025-01-21T19:05:58.520684 - 
2025-01-21T19:05:58.520684 - ** Python version:2025-01-21T19:05:58.520684 -  2025-01-21T19:05:58.521686 - 3.10.0 | packaged by conda-forge | (default, Nov 20 2021, 02:18:13) [MSC v.1916 64 bit (AMD64)]2025-01-21T19:05:58.521686 - 
2025-01-21T19:05:58.521686 - ** Python executable:2025-01-21T19:05:58.521686 -  2025-01-21T19:05:58.521686 - C:\setup\anaconda\anaconda\envs\work_video\python.exe2025-01-21T19:05:58.521686 - 
2025-01-21T19:05:58.521686 - ** ComfyUI Path:2025-01-21T19:05:58.521686 -  2025-01-21T19:05:58.521686 - C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI2025-01-21T19:05:58.521686 - 
2025-01-21T19:05:58.521686 - ** User directory:2025-01-21T19:05:58.522688 -  2025-01-21T19:05:58.522688 - C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\user2025-01-21T19:05:58.522688 - 
2025-01-21T19:05:58.522688 - ** ComfyUI-Manager config path:2025-01-21T19:05:58.522688 -  2025-01-21T19:05:58.522688 - C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\user\default\ComfyUI-Manager\config.ini2025-01-21T19:05:58.522688 - 
2025-01-21T19:05:58.522688 - ** Log path:2025-01-21T19:05:58.522688 -  2025-01-21T19:05:58.522688 - C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\user\comfyui.log2025-01-21T19:05:58.522688 - 
2025-01-21T19:05:59.275750 - 
Prestartup times for custom nodes:
2025-01-21T19:05:59.275750 -    2.0 seconds: C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-manager
2025-01-21T19:05:59.275750 - 
2025-01-21T19:06:00.526139 - Checkpoint files will always be loaded safely.
2025-01-21T19:06:00.637203 - 
2025-01-21T19:06:00.637203 - pytorch version: 2.5.1
2025-01-21T19:06:00.638184 - Forcing FP16.
2025-01-21T19:06:00.638184 - Set vram state to: NORMAL_VRAM
2025-01-21T19:06:00.638184 - Device: cuda:0 
2025-01-21T19:06:01.496709 - Using pytorch attention
2025-01-21T19:06:02.847498 - [Prompt Server] web root: C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\web
2025-01-21T19:06:03.203510 - 
2025-01-21T19:06:03.204506 - pytorch version: 2.5.1
2025-01-21T19:06:03.204506 - Forcing FP16.
2025-01-21T19:06:03.205496 - Set vram state to: NORMAL_VRAM
2025-01-21T19:06:03.205591 - Device: cuda:0
2025-01-21T19:06:03.214712 - ### Loading: ComfyUI-Impact-Pack (V8.4.1)2025-01-21T19:06:03.214712 - 
2025-01-21T19:06:03.269605 - [Impact Pack] Wildcards loading done.2025-01-21T19:06:03.269605 - 
2025-01-21T19:06:03.289382 - ### Loading: ComfyUI-Manager (V3.9.2)
2025-01-21T19:06:03.384419 - ### ComfyUI Revision: 3055 [55add502] *DETACHED | Released on '2025-01-16'
2025-01-21T19:06:03.866515 - �[34mFizzleDorf Custom Nodes: �[92mLoaded�[0m2025-01-21T19:06:03.866515 - 
2025-01-21T19:06:03.867504 - 
Import times for custom nodes:
2025-01-21T19:06:03.867504 -    0.0 seconds: C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\websocket_image_save.py
2025-01-21T19:06:03.867504 -    0.0 seconds: C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-kjnodes
2025-01-21T19:06:03.867504 -    0.0 seconds: C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-various
2025-01-21T19:06:03.867504 -    0.0 seconds: C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-GGUF
2025-01-21T19:06:03.868581 -    0.0 seconds: C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-ic-light
2025-01-21T19:06:03.868581 -    0.0 seconds: C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_essentials
2025-01-21T19:06:03.868581 -    0.0 seconds: C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-animatediff-evolved
2025-01-21T19:06:03.868581 -    0.1 seconds: C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-impact-pack
2025-01-21T19:06:03.868581 -    0.1 seconds: C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-videohelpersuite
2025-01-21T19:06:03.868581 -    0.2 seconds: C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_fizznodes
2025-01-21T19:06:03.868581 -    0.2 seconds: C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-manager
2025-01-21T19:06:03.868581 - 
2025-01-21T19:06:03.875911 - Starting server

2025-01-21T19:06:03.876789 - To see the GUI go to: http://127.0.0.1:8188
2025-01-21T19:06:03.928421 - [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/alter-list.json
2025-01-21T19:06:03.954947 - [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/model-list.json
2025-01-21T19:06:03.983249 - [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/github-stats.json
2025-01-21T19:06:04.037807 - [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/extension-node-map.json
2025-01-21T19:06:04.064242 - [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json
2025-01-21T19:06:11.338853 - FETCH ComfyRegistry Data: 5/302025-01-21T19:06:11.338853 - 
2025-01-21T19:06:19.312457 - FETCH ComfyRegistry Data: 10/302025-01-21T19:06:19.313165 - 
2025-01-21T19:06:28.302231 - FETCH ComfyRegistry Data: 15/302025-01-21T19:06:28.302989 - 
2025-01-21T19:06:36.542093 - FETCH ComfyRegistry Data: 20/302025-01-21T19:06:36.542817 - 
2025-01-21T19:06:45.061276 - FETCH ComfyRegistry Data: 25/302025-01-21T19:06:45.061961 - 
2025-01-21T19:06:53.627925 - FETCH ComfyRegistry Data: 30/302025-01-21T19:06:53.627925 - 
2025-01-21T19:06:54.143088 - FETCH ComfyRegistry Data [DONE]2025-01-21T19:06:54.143088 - 
2025-01-21T19:06:54.219642 - [ComfyUI-Manager] default cache updated: https://api.comfy.org/nodes
2025-01-21T19:06:54.291627 - nightly_channel: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/remote
2025-01-21T19:06:54.292585 - FETCH DATA from: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json2025-01-21T19:06:54.292585 - 2025-01-21T19:06:55.039873 -  [DONE]2025-01-21T19:06:55.039873 - 
2025-01-21T19:07:33.057208 - FETCH DATA from: C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui-manager\extension-node-map.json2025-01-21T19:07:33.058598 - 2025-01-21T19:07:33.065052 - Exception ignored in: 2025-01-21T19:07:33.065052 - <function _ProactorBasePipeTransport.__del__ at 0x0000027B9D95FAC0>2025-01-21T19:07:33.065052 - 
2025-01-21T19:07:33.065664 - Traceback (most recent call last):
2025-01-21T19:07:33.065664 -   File "C:\setup\anaconda\anaconda\envs\work_video\lib\asyncio\proactor_events.py", line 116, in __del__
2025-01-21T19:07:33.066247 -     2025-01-21T19:07:33.066247 - self.close()2025-01-21T19:07:33.066247 - 
2025-01-21T19:07:33.066931 -   File "C:\setup\anaconda\anaconda\envs\work_video\lib\asyncio\proactor_events.py", line 108, in close
2025-01-21T19:07:33.066931 -     2025-01-21T19:07:33.066931 - self._loop.call_soon(self._call_connection_lost, None)2025-01-21T19:07:33.067575 - 
2025-01-21T19:07:33.067575 -   File "C:\setup\anaconda\anaconda\envs\work_video\lib\asyncio\base_events.py", line 745, in call_soon
2025-01-21T19:07:33.068102 -     2025-01-21T19:07:33.068102 - self._check_closed()2025-01-21T19:07:33.068102 - 
2025-01-21T19:07:33.068102 -   File "C:\setup\anaconda\anaconda\envs\work_video\lib\asyncio\base_events.py", line 510, in _check_closed
2025-01-21T19:07:33.068805 -     2025-01-21T19:07:33.068805 - raise RuntimeError('Event loop is closed')2025-01-21T19:07:33.068805 - 
2025-01-21T19:07:33.068805 - RuntimeError2025-01-21T19:07:33.068805 - : 2025-01-21T19:07:33.069647 - Event loop is closed2025-01-21T19:07:33.069647 - 
2025-01-21T19:07:33.073403 -  [DONE]2025-01-21T19:07:33.073403 - 
2025-01-21T19:07:40.751119 - got prompt
2025-01-21T19:07:40.835911 - Using pytorch attention in VAE
2025-01-21T19:07:40.837909 - Using pytorch attention in VAE
2025-01-21T19:07:41.004751 - VAE load device: cuda:0, offload device: cpu, dtype: torch.bfloat16
2025-01-21T19:07:41.126351 - Requested to load AutoencoderKL
2025-01-21T19:07:41.347860 - loaded completely 9.5367431640625e+25 159.55708122253418 True
2025-01-21T19:07:43.467619 - model weight dtype torch.float16, manual cast: None
2025-01-21T19:07:43.468622 - model_type EPS
2025-01-21T19:07:44.444905 - Using pytorch attention in VAE
2025-01-21T19:07:44.446896 - Using pytorch attention in VAE
2025-01-21T19:07:44.621835 - VAE load device: cuda:0, offload device: cpu, dtype: torch.bfloat16
2025-01-21T19:07:44.735866 - CLIP/text encoder model load device: cuda:0, offload device: cpu, current: cpu, dtype: torch.float16
2025-01-21T19:07:44.843943 - loaded diffusion model directly to GPU
2025-01-21T19:07:44.843943 - Requested to load BaseModel
2025-01-21T19:07:44.874067 - loaded completely 9.5367431640625e+25 1639.406135559082 True
2025-01-21T19:07:45.239850 - !!! Exception during processing !!! torch.cat(): expected a non-empty list of Tensors
2025-01-21T19:07:45.241851 - Traceback (most recent call last):
  File "C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\execution.py", line 327, 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:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\execution.py", line 202, 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:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\execution.py", line 174, in _map_node_over_list
    process_inputs(input_dict, i)
  File "C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\execution.py", line 163, in process_inputs
    results.append(getattr(obj, func)(**inputs))
  File "C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_fizznodes\ScheduledNodes.py", line 220, in animate
    return batch_prompt_schedule_latentInput(settings,clip, num_latents)
  File "C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_fizznodes\ScheduleTypes.py", line 66, in batch_prompt_schedule_latentInput
    p = BatchPoolAnimConditioning(pos_cur_prompt, pos_nxt_prompt, weight, clip, settings)
  File "C:\setup\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\custom_nodes\comfyui_fizznodes\BatchFuncs.py", line 345, in BatchPoolAnimConditioning
    final_pooled_output = torch.cat(pooled_out, dim=0)
RuntimeError: torch.cat(): expected a non-empty list of Tensors

2025-01-21T19:07:45.242851 - Prompt executed in 4.46 seconds

Attached Workflow

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

{"last_node_id":44,"last_link_id":71,"nodes":[{"id":1,"type":"LoadImage","pos":[2664.8130074266837,2327.44707674677],"size":{"0":315,"1":315},"flags":{},"order":0,"mode":0,"outputs":[{"name":"IMAGE","type":"IMAGE","links":[1],"slot_index":0,"shape":3,"label":"IMAGE"},{"name":"MASK","type":"MASK","links":null,"shape":3,"label":"MASK"}],"properties":{"Node name for S&R":"LoadImage"},"widgets_values":["face4.png","image"]},{"id":2,"type":"JWImageResizeByLongerSide","pos":[3206.3043876900483,2324.5878947019514],"size":{"0":315,"1":82},"flags":{},"order":9,"mode":0,"inputs":[{"name":"image","type":"IMAGE","link":1,"label":"image"}],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[2,10],"slot_index":0,"shape":3,"label":"IMAGE"}],"properties":{"Node name for S&R":"JWImageResizeByLongerSide"},"widgets_values":[512,"bicubic"]},{"id":3,"type":"GetImageSize+","pos":[3610,2320],"size":{"0":210,"1":46},"flags":{},"order":14,"mode":0,"inputs":[{"name":"image","type":"IMAGE","link":2,"label":"image"}],"outputs":[{"name":"width","type":"INT","links":[3,61],"slot_index":0,"shape":3,"label":"width"},{"name":"height","type":"INT","links":[4,62],"slot_index":1,"shape":3,"label":"height"}],"properties":{"Node name for S&R":"GetImageSize+"}},{"id":4,"type":"EmptyLatentImage","pos":[3905.007977195757,2297.127928302163],"size":{"0":315,"1":105},"flags":{},"order":16,"mode":0,"inputs":[{"name":"width","type":"INT","link":3,"widget":{"name":"width"},"label":"width"},{"name":"height","type":"INT","link":4,"widget":{"name":"height"},"label":"height"},{"name":"batch_size","type":"INT","link":6,"slot_index":2,"widget":{"name":"batch_size"},"label":"batch_size"}],"outputs":[{"name":"LATENT","type":"LATENT","links":[20],"slot_index":0,"shape":3,"label":"LATENT"}],"properties":{"Node name for S&R":"EmptyLatentImage"},"widgets_values":[512,512,48]},{"id":5,"type":"PrimitiveNode","pos":[2185,2700],"size":{"0":210,"1":80},"flags":{},"order":8,"mode":0,"outputs":[{"name":"INT","type":"INT","links":[6,30],"slot_index":0,"widget":{"name":"batch_size"},"label":"INT"}],"title":"batch_size","properties":{"Run widget replace on values":false},"widgets_values":[48,"fixed"]},{"id":6,"type":"ADE_UseEvolvedSampling","pos":[3545,2770],"size":{"0":315,"1":118},"flags":{},"order":24,"mode":0,"inputs":[{"name":"model","type":"MODEL","link":7,"slot_index":0,"label":"model"},{"name":"m_models","type":"M_MODELS","link":8,"slot_index":1,"label":"m_models"},{"name":"context_options","type":"CONTEXT_OPTIONS","link":13,"slot_index":2,"label":"context_options"},{"name":"sample_settings","type":"SAMPLE_SETTINGS","link":14,"slot_index":3,"label":"sample_settings"}],"outputs":[{"name":"MODEL","type":"MODEL","links":[23,34],"slot_index":0,"shape":3,"label":"MODEL"}],"properties":{"Node name for S&R":"ADE_UseEvolvedSampling"},"widgets_values":["autoselect"]},{"id":7,"type":"CheckpointLoaderSimple","pos":[2135,2850],"size":{"0":315,"1":98},"flags":{},"order":1,"mode":0,"outputs":[{"name":"MODEL","type":"MODEL","links":[7,60],"slot_index":0,"shape":3,"label":"MODEL"},{"name":"CLIP","type":"CLIP","links":[19,50,51],"slot_index":1,"shape":3,"label":"CLIP"},{"name":"VAE","type":"VAE","links":null,"slot_index":2,"shape":3,"label":"VAE"}],"properties":{"Node name for 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Try to switch ComfyUI_FizzNodes to v1.0.0