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  1.  
  2. # ComfyUI Error Report
  3. ## Error Details
  4. - **Node ID:** 58
  5. - **Node Type:** IF_TrellisImageTo3D
  6. - **Exception Type:** ValueError
  7. - **Exception Message:** Unknown attention module: sdpa
  8. ## Stack Trace
  9. ```
  10. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 327, in execute
  11. 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)
  12.  
  13. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 202, in get_output_data
  14. 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)
  15.  
  16. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 174, in _map_node_over_list
  17. process_inputs(input_dict, i)
  18.  
  19. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 163, in process_inputs
  20. results.append(getattr(obj, func)(**inputs))
  21.  
  22. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  23. return func(*args, **kwargs)
  24.  
  25. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/IF_Trellis.py", line 319, in image_to_3d
  26. outputs = model.run(pil_imgs[0],
  27.  
  28. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  29. return func(*args, **kwargs)
  30.  
  31. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/trellis_image_to_3d.py", line 413, in run
  32. slat = self.sample_slat(cond, coords, slat_sampler_params)
  33.  
  34. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/trellis_image_to_3d.py", line 362, in sample_slat
  35. slat = self.slat_sampler.sample(
  36.  
  37. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  38. return func(*args, **kwargs)
  39.  
  40. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 199, in sample
  41. return super().sample(model, noise, cond, steps, rescale_t, verbose, neg_cond=neg_cond, cfg_strength=cfg_strength, cfg_interval=cfg_interval, **kwargs)
  42.  
  43. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  44. return func(*args, **kwargs)
  45.  
  46. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 112, in sample
  47. out = self.sample_once(model, sample, t, t_prev, cond, **kwargs)
  48.  
  49. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  50. return func(*args, **kwargs)
  51.  
  52. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 73, in sample_once
  53. pred_x_0, pred_eps, pred_v = self._get_model_prediction(model, x_t, t, cond, **kwargs)
  54.  
  55. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 43, in _get_model_prediction
  56. pred_v = self._inference_model(model, x_t, t, cond, **kwargs)
  57.  
  58. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/guidance_interval_mixin.py", line 11, in _inference_model
  59. pred = super()._inference_model(model, x_t, t, cond, **kwargs)
  60.  
  61. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 40, in _inference_model
  62. return model(x_t, t, cond, **kwargs)
  63.  
  64. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  65. return self._call_impl(*args, **kwargs)
  66.  
  67. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  68. return forward_call(*args, **kwargs)
  69.  
  70. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/models/structured_latent_flow.py", line 251, in forward
  71. h = block(h, t_emb, cond)
  72.  
  73. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  74. return self._call_impl(*args, **kwargs)
  75.  
  76. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  77. return forward_call(*args, **kwargs)
  78.  
  79. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/transformer/modulated.py", line 166, in forward
  80. return self._forward(x, mod, context)
  81.  
  82. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/transformer/modulated.py", line 149, in _forward
  83. h = self.self_attn(h)
  84.  
  85. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  86. return self._call_impl(*args, **kwargs)
  87.  
  88. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  89. return forward_call(*args, **kwargs)
  90.  
  91. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/attention/modules.py", line 117, in forward
  92. h = sparse_scaled_dot_product_attention(qkv)
  93.  
  94. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/attention/full_attn.py", line 236, in sparse_scaled_dot_product_attention
  95. raise ValueError(f"Unknown attention module: {ATTN}")
  96.  
  97. ```
  98. ## System Information
  99. - **ComfyUI Version:** 0.3.12
  100. - **Arguments:** main.py --lowvram --listen
  101. - **OS:** posix
  102. - **Python Version:** 3.10.14 (main, May 6 2024, 19:42:50) [GCC 11.2.0]
  103. - **Embedded Python:** false
  104. - **PyTorch Version:** 2.4.0+cu121
  105. ## Devices
  106.  
  107. - **Name:** cuda:0 NVIDIA GeForce RTX 3060 : cudaMallocAsync
  108. - **Type:** cuda
  109. - **VRAM Total:** 12506365952
  110. - **VRAM Free:** 5553296904
  111. - **Torch VRAM Total:** 4697620480
  112. - **Torch VRAM Free:** 176068104
  113.  
  114. ## Logs
  115. ```
  116. 2025-01-25T00:20:06.483348 -
  117. 2025-01-25T00:20:06.483382 - [rgthree-comfy] Loaded 42 epic nodes. 🎉2025-01-25T00:20:06.483398 -
  118. 2025-01-25T00:20:06.483413 -
  119. 2025-01-25T00:20:06.483551 -
  120. Import times for custom nodes:
  121. 2025-01-25T00:20:06.483623 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI_bitsandbytes_NF4
  122. 2025-01-25T00:20:06.483665 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/websocket_image_save.py
  123. 2025-01-25T00:20:06.483701 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/Cup-ClipBoard
  124. 2025-01-25T00:20:06.483735 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis-0.1.0
  125. 2025-01-25T00:20:06.483769 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-YCYY-LoraInfo
  126. 2025-01-25T00:20:06.483803 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Adaptive-Guidance
  127. 2025-01-25T00:20:06.483836 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/sdxl_prompt_styler
  128. 2025-01-25T00:20:06.483869 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/lora-info
  129. 2025-01-25T00:20:06.483902 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/Xycuno-Oobabooga
  130. 2025-01-25T00:20:06.483934 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/batchImg-rembg-ComfyUI-nodes
  131. 2025-01-25T00:20:06.483970 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Unload-Model
  132. 2025-01-25T00:20:06.484002 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Detail-Daemon
  133. 2025-01-25T00:20:06.484035 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-FilePathCreator
  134. 2025-01-25T00:20:06.484066 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI_Seamless_Patten
  135. 2025-01-25T00:20:06.484099 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/comfyui-copilot
  136. 2025-01-25T00:20:06.484131 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-DreamWaltz-G
  137. 2025-01-25T00:20:06.484163 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/comfyui_controlnet_aux
  138. 2025-01-25T00:20:06.484194 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-seamless-tiling
  139. 2025-01-25T00:20:06.484226 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-StereoVision
  140. 2025-01-25T00:20:06.484259 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Florence2
  141. 2025-01-25T00:20:06.484291 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-GlifNodes
  142. 2025-01-25T00:20:06.484322 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/comfy-image-saver
  143. 2025-01-25T00:20:06.484355 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-post-processing-nodes
  144. 2025-01-25T00:20:06.484386 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ControlNet-LLLite-ComfyUI
  145. 2025-01-25T00:20:06.484418 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-eesahesNodes
  146. 2025-01-25T00:20:06.484451 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Image-Saver
  147. 2025-01-25T00:20:06.484487 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-GGUF
  148. 2025-01-25T00:20:06.484523 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI_JPS-Nodes
  149. 2025-01-25T00:20:06.484555 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IC-Light
  150. 2025-01-25T00:20:06.484590 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-VideoPlayer
  151. 2025-01-25T00:20:06.484622 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Image-Tools
  152. 2025-01-25T00:20:06.484654 - 0.0 seconds (IMPORT FAILED): /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Gaffer
  153. 2025-01-25T00:20:06.484689 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Tripo
  154. 2025-01-25T00:20:06.484721 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Flowty-TripoSR
  155. 2025-01-25T00:20:06.484753 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-CUP
  156. 2025-01-25T00:20:06.484787 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Video-Matting
  157. 2025-01-25T00:20:06.484819 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Sub-Nodes
  158. 2025-01-25T00:20:06.484850 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-FFmpeg
  159. 2025-01-25T00:20:06.484882 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI_essentials
  160. 2025-01-25T00:20:06.484917 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-LTXTricks
  161. 2025-01-25T00:20:06.484949 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/Comfyui_CXH_joy_caption
  162. 2025-01-25T00:20:06.484980 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI_UltimateSDUpscale
  163. 2025-01-25T00:20:06.485014 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Frame-Interpolation
  164. 2025-01-25T00:20:06.485048 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-SeqImageLoader
  165. 2025-01-25T00:20:06.485081 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-KJNodes
  166. 2025-01-25T00:20:06.485112 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/comfyui-dream-video-batches
  167. 2025-01-25T00:20:06.485144 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/rgthree-comfy
  168. 2025-01-25T00:20:06.485176 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/CogVideoX-Fun
  169. 2025-01-25T00:20:06.485207 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI_NYJY
  170. 2025-01-25T00:20:06.485239 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-segment-anything-2
  171. 2025-01-25T00:20:06.485271 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Marigold
  172. 2025-01-25T00:20:06.485302 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI_Comfyroll_CustomNodes
  173. 2025-01-25T00:20:06.485333 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI_VideoEditing
  174. 2025-01-25T00:20:06.485364 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-HunyuanVideoWrapper
  175. 2025-01-25T00:20:06.485396 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Manager
  176. 2025-01-25T00:20:06.485427 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/comfyui-tensorops
  177. 2025-01-25T00:20:06.485459 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Easy-Use
  178. 2025-01-25T00:20:06.485497 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-VideoHelperSuite
  179. 2025-01-25T00:20:06.485532 - 0.0 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Inspire-Pack
  180. 2025-01-25T00:20:06.485564 - 0.1 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Flowty-CRM
  181. 2025-01-25T00:20:06.485596 - 0.1 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-SAM2
  182. 2025-01-25T00:20:06.485627 - 0.1 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-CogVideoXWrapper
  183. 2025-01-25T00:20:06.485659 - 0.1 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-ToSVG
  184. 2025-01-25T00:20:06.485690 - 0.1 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/comfy_mtb
  185. 2025-01-25T00:20:06.485722 - 0.1 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-tbox
  186. 2025-01-25T00:20:06.485754 - 0.1 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI_tinyterraNodes
  187. 2025-01-25T00:20:06.485785 - 0.1 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/comfyui-art-venture
  188. 2025-01-25T00:20:06.485817 - 0.3 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/comfyui_segment_anything
  189. 2025-01-25T00:20:06.485849 - 0.3 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Crystools
  190. 2025-01-25T00:20:06.485882 - 0.6 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-LTXVideo
  191. 2025-01-25T00:20:06.485914 - 0.7 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Impact-Pack
  192. 2025-01-25T00:20:06.485945 - 0.8 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Hunyuan3DWrapper
  193. 2025-01-25T00:20:06.485981 - 0.9 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/was-node-suite-comfyui
  194. 2025-01-25T00:20:06.486023 - 1.1 seconds (IMPORT FAILED): /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_AI_tools
  195. 2025-01-25T00:20:06.486058 - 2.3 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis
  196. 2025-01-25T00:20:06.486090 - 3.3 seconds: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Inspyrenet-Rembg
  197. 2025-01-25T00:20:06.486121 -
  198. 2025-01-25T00:20:06.500835 - Starting server
  199.  
  200. 2025-01-25T00:20:06.501541 - To see the GUI go to: http://0.0.0.0:8188
  201. 2025-01-25T00:20:06.501690 - To see the GUI go to: http://[::]:8188
  202. 2025-01-25T00:20:27.076589 - FETCH DATA from: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Manager/extension-node-map.json2025-01-25T00:20:27.076621 - 2025-01-25T00:20:27.084051 - [DONE]2025-01-25T00:20:27.084090 -
  203. 2025-01-25T00:21:58.759388 - got prompt
  204. 2025-01-25T00:21:58.766333 - Failed to validate prompt for output 54:
  205. 2025-01-25T00:21:58.766424 - * IF_TrellisCheckpointLoader 53:
  206. 2025-01-25T00:21:58.766463 - - Value not in list: sparse_backend: 'True' not in ['spconv']
  207. 2025-01-25T00:21:58.766506 - Output will be ignored
  208. 2025-01-25T00:22:03.536333 - Using xformers attention in VAE
  209. 2025-01-25T00:22:03.537572 - Using xformers attention in VAE
  210. 2025-01-25T00:22:08.686276 - VAE load device: cuda:0, offload device: cpu, dtype: torch.bfloat16
  211. 2025-01-25T00:22:08.783733 - UserWarning: The given NumPy array is not writable, and PyTorch does not support non-writable tensors. This means writing to this tensor will result in undefined behavior. You may want to copy the array to protect its data or make it writable before converting it to a tensor. This type of warning will be suppressed for the rest of this program. (Triggered internally at ../torch/csrc/utils/tensor_numpy.cpp:206.)
  212. 2025-01-25T00:22:08.789822 -
  213. ggml_sd_loader:2025-01-25T00:22:08.789849 -
  214. 2025-01-25T00:22:08.789871 - GGMLQuantizationType.F32 4712025-01-25T00:22:08.789885 -
  215. 2025-01-25T00:22:08.789900 - GGMLQuantizationType.Q4_K 3042025-01-25T00:22:08.789912 -
  216. 2025-01-25T00:22:08.789925 - GGMLQuantizationType.F16 52025-01-25T00:22:08.789937 -
  217. 2025-01-25T00:22:08.815157 - model weight dtype torch.bfloat16, manual cast: None
  218. 2025-01-25T00:22:08.816336 - model_type FLUX
  219. 2025-01-25T00:22:11.729168 - Requested to load FluxClipModel_
  220. 2025-01-25T00:22:11.739059 - loaded completely 9.5367431640625e+25 323.94775390625 True
  221. 2025-01-25T00:22:11.741224 - CLIP/text encoder model load device: cpu, offload device: cpu, current: cpu, dtype: torch.float16
  222. 2025-01-25T00:22:14.636731 - Processing interrupted
  223. 2025-01-25T00:22:14.637111 - Prompt executed in 15.87 seconds
  224. 2025-01-25T00:22:45.985569 - got prompt
  225. 2025-01-25T00:22:45.996425 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  226. 2025-01-25T00:22:46.369366 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  227. 2025-01-25T00:22:46.375952 - Setting attention backend to: sdpa
  228. 2025-01-25T00:22:46.376215 - Setting sparse backend to: spconv
  229. 2025-01-25T00:22:46.376386 - Set spconv algorithm to: implicit_gemm
  230. 2025-01-25T00:22:46.394083 - Loading local model: ss_dec_conv3d_16l8_fp162025-01-25T00:22:46.394133 -
  231. 2025-01-25T00:22:48.854508 - Loading local model: ss_flow_img_dit_L_16l8_fp162025-01-25T00:22:48.854589 -
  232. 2025-01-25T00:23:11.200321 - Loading local model: slat_dec_gs_swin8_B_64l8gs32_fp162025-01-25T00:23:11.200374 -
  233. 2025-01-25T00:23:11.209213 - Using attention backend: sdpa
  234. 2025-01-25T00:23:11.209874 - Using attention backend: sdpa
  235. 2025-01-25T00:23:11.210576 - Using attention backend: sdpa
  236. 2025-01-25T00:23:14.567009 - Loading local model: slat_dec_rf_swin8_B_64l8r16_fp162025-01-25T00:23:14.567048 -
  237. 2025-01-25T00:23:17.968203 - Loading local model: slat_dec_mesh_swin8_B_64l8m256c_fp162025-01-25T00:23:17.968243 -
  238. 2025-01-25T00:23:25.970794 - Loading local model: slat_flow_img_dit_L_64l8p2_fp162025-01-25T00:23:25.970829 -
  239. 2025-01-25T00:23:50.349376 - Loading DINOv2 model from /home/jordancruz/Tools/ComfyUI/models/classifiers/dinov2_vitl14_reg.pth2025-01-25T00:23:50.349414 -
  240. 2025-01-25T00:23:54.214262 - Using cache found in /home/jordancruz/.cache/torch/hub/facebookresearch_dinov2_main
  241. 2025-01-25T00:23:54.249764 - UserWarning: xFormers is available (SwiGLU)
  242. 2025-01-25T00:23:54.250305 - UserWarning: xFormers is available (Attention)
  243. 2025-01-25T00:23:54.250814 - UserWarning: xFormers is available (Block)
  244. 2025-01-25T00:23:54.254225 - using MLP layer as FFN
  245. 2025-01-25T00:24:07.028385 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  246. 2025-01-25T00:24:07.423368 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  247. 2025-01-25T00:24:07.423628 - Requested to load FluxClipModel_
  248. 2025-01-25T00:25:26.267912 - got prompt
  249. 2025-01-25T00:25:33.215624 - Processing interrupted
  250. 2025-01-25T00:25:33.216018 - Prompt executed in 167.22 seconds
  251. 2025-01-25T00:25:33.575437 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  252. 2025-01-25T00:25:33.888016 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  253. 2025-01-25T00:25:33.900257 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  254. 2025-01-25T00:25:34.229253 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  255. 2025-01-25T00:25:34.229481 - Requested to load Flux
  256. 2025-01-25T00:25:34.229569 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  257. 2025-01-25T00:25:34.545318 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  258. 2025-01-25T00:25:57.024674 - loaded partially 3125.79235534668 3125.181640625 0
  259. 2025-01-25T00:25:57.029125 - Attempting to release mmap (214)2025-01-25T00:25:57.029158 -
  260. 2025-01-25T00:27:14.062747 -
  261. 100%|███████████████████████████████████████████| 20/20 [00:51<00:00, 2.57s/it]2025-01-25T00:27:14.063033 -
  262. 100%|███████████████████████████████████████████| 20/20 [00:51<00:00, 2.58s/it]2025-01-25T00:27:14.063061 -
  263. 2025-01-25T00:27:14.075339 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  264. 2025-01-25T00:27:14.453139 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  265. 2025-01-25T00:27:14.453323 - Requested to load AutoencodingEngine
  266. 2025-01-25T00:27:14.453400 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  267. 2025-01-25T00:27:14.773867 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  268. 2025-01-25T00:27:14.832885 - loaded completely 9.5367431640625e+25 159.87335777282715 True
  269. 2025-01-25T00:27:15.272358 - Unload Model:2025-01-25T00:27:15.272410 -
  270. 2025-01-25T00:27:15.272429 - - Unloading all models...2025-01-25T00:27:15.272444 -
  271. 2025-01-25T00:27:15.272578 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  272. 2025-01-25T00:27:15.621494 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  273. 2025-01-25T00:27:16.683557 - - Clearing Cache...2025-01-25T00:27:16.683750 -
  274. 2025-01-25T00:27:16.996714 - Input images tensor initial shape: torch.Size([1, 512, 512, 3])
  275. 2025-01-25T00:27:16.997993 - torch_to_pil_batch input shape: torch.Size([1, 512, 512, 3])
  276. 2025-01-25T00:27:17.003577 - Processed image 0, shape: (512, 512, 3), mode: RGB
  277. 2025-01-25T00:27:33.412689 -
  278. Sampling: 100%|█████████████████████████████████| 24/24 [00:13<00:00, 2.73it/s]2025-01-25T00:27:33.412851 -
  279. Sampling: 100%|█████████████████████████████████| 24/24 [00:13<00:00, 1.78it/s]2025-01-25T00:27:33.412876 -
  280. 2025-01-25T00:27:34.144973 -
  281. Sampling: 0%| | 0/24 [00:00<?, ?it/s]2025-01-25T00:27:39.342290 -
  282. Sampling: 0%| | 0/24 [00:05<?, ?it/s]2025-01-25T00:27:39.342413 -
  283. 2025-01-25T00:27:39.679134 - Error in image_to_3d: Unknown attention module: sdpa
  284. 2025-01-25T00:27:39.707370 - Traceback (most recent call last):
  285. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/IF_Trellis.py", line 319, in image_to_3d
  286. outputs = model.run(pil_imgs[0],
  287. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  288. return func(*args, **kwargs)
  289. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/trellis_image_to_3d.py", line 413, in run
  290. slat = self.sample_slat(cond, coords, slat_sampler_params)
  291. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/trellis_image_to_3d.py", line 362, in sample_slat
  292. slat = self.slat_sampler.sample(
  293. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  294. return func(*args, **kwargs)
  295. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 199, in sample
  296. return super().sample(model, noise, cond, steps, rescale_t, verbose, neg_cond=neg_cond, cfg_strength=cfg_strength, cfg_interval=cfg_interval, **kwargs)
  297. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  298. return func(*args, **kwargs)
  299. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 112, in sample
  300. out = self.sample_once(model, sample, t, t_prev, cond, **kwargs)
  301. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  302. return func(*args, **kwargs)
  303. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 73, in sample_once
  304. pred_x_0, pred_eps, pred_v = self._get_model_prediction(model, x_t, t, cond, **kwargs)
  305. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 43, in _get_model_prediction
  306. pred_v = self._inference_model(model, x_t, t, cond, **kwargs)
  307. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/guidance_interval_mixin.py", line 11, in _inference_model
  308. pred = super()._inference_model(model, x_t, t, cond, **kwargs)
  309. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 40, in _inference_model
  310. return model(x_t, t, cond, **kwargs)
  311. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  312. return self._call_impl(*args, **kwargs)
  313. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  314. return forward_call(*args, **kwargs)
  315. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/models/structured_latent_flow.py", line 251, in forward
  316. h = block(h, t_emb, cond)
  317. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  318. return self._call_impl(*args, **kwargs)
  319. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  320. return forward_call(*args, **kwargs)
  321. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/transformer/modulated.py", line 166, in forward
  322. return self._forward(x, mod, context)
  323. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/transformer/modulated.py", line 149, in _forward
  324. h = self.self_attn(h)
  325. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  326. return self._call_impl(*args, **kwargs)
  327. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  328. return forward_call(*args, **kwargs)
  329. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/attention/modules.py", line 117, in forward
  330. h = sparse_scaled_dot_product_attention(qkv)
  331. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/attention/full_attn.py", line 236, in sparse_scaled_dot_product_attention
  332. raise ValueError(f"Unknown attention module: {ATTN}")
  333. ValueError: Unknown attention module: sdpa
  334.  
  335. 2025-01-25T00:27:40.066763 - !!! Exception during processing !!! Unknown attention module: sdpa
  336. 2025-01-25T00:27:40.067530 - Traceback (most recent call last):
  337. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 327, in execute
  338. 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)
  339. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 202, in get_output_data
  340. 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)
  341. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 174, in _map_node_over_list
  342. process_inputs(input_dict, i)
  343. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 163, in process_inputs
  344. results.append(getattr(obj, func)(**inputs))
  345. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  346. return func(*args, **kwargs)
  347. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/IF_Trellis.py", line 319, in image_to_3d
  348. outputs = model.run(pil_imgs[0],
  349. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  350. return func(*args, **kwargs)
  351. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/trellis_image_to_3d.py", line 413, in run
  352. slat = self.sample_slat(cond, coords, slat_sampler_params)
  353. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/trellis_image_to_3d.py", line 362, in sample_slat
  354. slat = self.slat_sampler.sample(
  355. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  356. return func(*args, **kwargs)
  357. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 199, in sample
  358. return super().sample(model, noise, cond, steps, rescale_t, verbose, neg_cond=neg_cond, cfg_strength=cfg_strength, cfg_interval=cfg_interval, **kwargs)
  359. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  360. return func(*args, **kwargs)
  361. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 112, in sample
  362. out = self.sample_once(model, sample, t, t_prev, cond, **kwargs)
  363. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  364. return func(*args, **kwargs)
  365. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 73, in sample_once
  366. pred_x_0, pred_eps, pred_v = self._get_model_prediction(model, x_t, t, cond, **kwargs)
  367. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 43, in _get_model_prediction
  368. pred_v = self._inference_model(model, x_t, t, cond, **kwargs)
  369. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/guidance_interval_mixin.py", line 11, in _inference_model
  370. pred = super()._inference_model(model, x_t, t, cond, **kwargs)
  371. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 40, in _inference_model
  372. return model(x_t, t, cond, **kwargs)
  373. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  374. return self._call_impl(*args, **kwargs)
  375. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  376. return forward_call(*args, **kwargs)
  377. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/models/structured_latent_flow.py", line 251, in forward
  378. h = block(h, t_emb, cond)
  379. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  380. return self._call_impl(*args, **kwargs)
  381. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  382. return forward_call(*args, **kwargs)
  383. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/transformer/modulated.py", line 166, in forward
  384. return self._forward(x, mod, context)
  385. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/transformer/modulated.py", line 149, in _forward
  386. h = self.self_attn(h)
  387. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  388. return self._call_impl(*args, **kwargs)
  389. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  390. return forward_call(*args, **kwargs)
  391. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/attention/modules.py", line 117, in forward
  392. h = sparse_scaled_dot_product_attention(qkv)
  393. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/attention/full_attn.py", line 236, in sparse_scaled_dot_product_attention
  394. raise ValueError(f"Unknown attention module: {ATTN}")
  395. ValueError: Unknown attention module: sdpa
  396.  
  397. 2025-01-25T00:27:40.068458 - Prompt executed in 126.51 seconds
  398. 2025-01-25T00:29:12.490216 - got prompt
  399. 2025-01-25T00:29:12.510363 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  400. 2025-01-25T00:29:13.103551 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  401. 2025-01-25T00:29:13.110797 - Setting attention backend to: flash_attn
  402. 2025-01-25T00:29:13.111313 - Setting sparse backend to: spconv
  403. 2025-01-25T00:29:13.111494 - Set spconv algorithm to: implicit_gemm
  404. 2025-01-25T00:29:13.125425 - Loading local model: ss_dec_conv3d_16l8_fp162025-01-25T00:29:13.125476 -
  405. 2025-01-25T00:29:15.550067 - Loading local model: ss_flow_img_dit_L_16l8_fp162025-01-25T00:29:15.550128 -
  406. 2025-01-25T00:29:50.399453 - Loading local model: slat_dec_gs_swin8_B_64l8gs32_fp162025-01-25T00:29:50.399719 -
  407. 2025-01-25T00:29:53.884136 - Loading local model: slat_dec_rf_swin8_B_64l8r16_fp162025-01-25T00:29:53.884171 -
  408. 2025-01-25T00:29:57.303429 - Loading local model: slat_dec_mesh_swin8_B_64l8m256c_fp162025-01-25T00:29:57.303465 -
  409. 2025-01-25T00:30:01.247809 - Loading local model: slat_flow_img_dit_L_64l8p2_fp162025-01-25T00:30:01.247850 -
  410. 2025-01-25T00:30:27.027605 - Loading DINOv2 model from /home/jordancruz/Tools/ComfyUI/models/classifiers/dinov2_vitl14_reg.pth2025-01-25T00:30:27.027651 -
  411. 2025-01-25T00:30:28.390465 - Using cache found in /home/jordancruz/.cache/torch/hub/facebookresearch_dinov2_main
  412. 2025-01-25T00:30:28.418283 - using MLP layer as FFN
  413. 2025-01-25T00:30:41.465665 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  414. 2025-01-25T00:30:41.817323 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  415. 2025-01-25T00:30:41.817669 - Requested to load Flux
  416. 2025-01-25T00:30:41.817895 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  417. 2025-01-25T00:30:42.136623 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  418. 2025-01-25T00:30:42.701688 - loaded partially 2822.91735534668 2822.802978515625 0
  419. 2025-01-25T00:31:41.308313 -
  420. 100%|███████████████████████████████████████████| 20/20 [00:58<00:00, 2.70s/it]2025-01-25T00:31:41.308493 -
  421. 100%|███████████████████████████████████████████| 20/20 [00:58<00:00, 2.93s/it]2025-01-25T00:31:41.308520 -
  422. 2025-01-25T00:31:41.318863 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  423. 2025-01-25T00:31:41.679192 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  424. 2025-01-25T00:31:41.680515 - Requested to load AutoencodingEngine
  425. 2025-01-25T00:31:41.680639 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  426. 2025-01-25T00:31:42.057467 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  427. 2025-01-25T00:31:42.118236 - loaded completely 9.5367431640625e+25 159.87335777282715 True
  428. 2025-01-25T00:31:42.321111 - Unload Model:2025-01-25T00:31:42.321170 -
  429. 2025-01-25T00:31:42.321190 - - Unloading all models...2025-01-25T00:31:42.321205 -
  430. 2025-01-25T00:31:42.321316 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  431. 2025-01-25T00:31:42.681984 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  432. 2025-01-25T00:31:43.470574 - - Clearing Cache...2025-01-25T00:31:43.470613 -
  433. 2025-01-25T00:31:43.800847 - Input images tensor initial shape: torch.Size([1, 512, 512, 3])
  434. 2025-01-25T00:31:43.801164 - torch_to_pil_batch input shape: torch.Size([1, 512, 512, 3])
  435. 2025-01-25T00:31:43.805785 - Processed image 0, shape: (512, 512, 3), mode: RGB
  436. 2025-01-25T00:31:59.939236 -
  437. Sampling: 100%|█████████████████████████████████| 24/24 [00:13<00:00, 2.70it/s]2025-01-25T00:31:59.939407 -
  438. Sampling: 100%|█████████████████████████████████| 24/24 [00:13<00:00, 1.80it/s]2025-01-25T00:31:59.939434 -
  439. 2025-01-25T00:32:00.635851 -
  440. Sampling: 0%| | 0/24 [00:00<?, ?it/s]2025-01-25T00:32:00.663671 -
  441. Sampling: 0%| | 0/24 [00:00<?, ?it/s]2025-01-25T00:32:00.663705 -
  442. 2025-01-25T00:32:00.998546 - Error in image_to_3d: Unknown attention module: sdpa
  443. 2025-01-25T00:32:00.998948 - Traceback (most recent call last):
  444. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/IF_Trellis.py", line 319, in image_to_3d
  445. outputs = model.run(pil_imgs[0],
  446. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  447. return func(*args, **kwargs)
  448. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/trellis_image_to_3d.py", line 413, in run
  449. slat = self.sample_slat(cond, coords, slat_sampler_params)
  450. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/trellis_image_to_3d.py", line 362, in sample_slat
  451. slat = self.slat_sampler.sample(
  452. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  453. return func(*args, **kwargs)
  454. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 199, in sample
  455. return super().sample(model, noise, cond, steps, rescale_t, verbose, neg_cond=neg_cond, cfg_strength=cfg_strength, cfg_interval=cfg_interval, **kwargs)
  456. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  457. return func(*args, **kwargs)
  458. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 112, in sample
  459. out = self.sample_once(model, sample, t, t_prev, cond, **kwargs)
  460. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  461. return func(*args, **kwargs)
  462. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 73, in sample_once
  463. pred_x_0, pred_eps, pred_v = self._get_model_prediction(model, x_t, t, cond, **kwargs)
  464. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 43, in _get_model_prediction
  465. pred_v = self._inference_model(model, x_t, t, cond, **kwargs)
  466. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/guidance_interval_mixin.py", line 11, in _inference_model
  467. pred = super()._inference_model(model, x_t, t, cond, **kwargs)
  468. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 40, in _inference_model
  469. return model(x_t, t, cond, **kwargs)
  470. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  471. return self._call_impl(*args, **kwargs)
  472. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  473. return forward_call(*args, **kwargs)
  474. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/models/structured_latent_flow.py", line 251, in forward
  475. h = block(h, t_emb, cond)
  476. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  477. return self._call_impl(*args, **kwargs)
  478. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  479. return forward_call(*args, **kwargs)
  480. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/transformer/modulated.py", line 166, in forward
  481. return self._forward(x, mod, context)
  482. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/transformer/modulated.py", line 149, in _forward
  483. h = self.self_attn(h)
  484. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  485. return self._call_impl(*args, **kwargs)
  486. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  487. return forward_call(*args, **kwargs)
  488. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/attention/modules.py", line 117, in forward
  489. h = sparse_scaled_dot_product_attention(qkv)
  490. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/attention/full_attn.py", line 236, in sparse_scaled_dot_product_attention
  491. raise ValueError(f"Unknown attention module: {ATTN}")
  492. ValueError: Unknown attention module: sdpa
  493.  
  494. 2025-01-25T00:32:01.335278 - !!! Exception during processing !!! Unknown attention module: sdpa
  495. 2025-01-25T00:32:01.335648 - Traceback (most recent call last):
  496. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 327, in execute
  497. 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)
  498. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 202, in get_output_data
  499. 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)
  500. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 174, in _map_node_over_list
  501. process_inputs(input_dict, i)
  502. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 163, in process_inputs
  503. results.append(getattr(obj, func)(**inputs))
  504. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  505. return func(*args, **kwargs)
  506. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/IF_Trellis.py", line 319, in image_to_3d
  507. outputs = model.run(pil_imgs[0],
  508. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  509. return func(*args, **kwargs)
  510. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/trellis_image_to_3d.py", line 413, in run
  511. slat = self.sample_slat(cond, coords, slat_sampler_params)
  512. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/trellis_image_to_3d.py", line 362, in sample_slat
  513. slat = self.slat_sampler.sample(
  514. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  515. return func(*args, **kwargs)
  516. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 199, in sample
  517. return super().sample(model, noise, cond, steps, rescale_t, verbose, neg_cond=neg_cond, cfg_strength=cfg_strength, cfg_interval=cfg_interval, **kwargs)
  518. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  519. return func(*args, **kwargs)
  520. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 112, in sample
  521. out = self.sample_once(model, sample, t, t_prev, cond, **kwargs)
  522. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  523. return func(*args, **kwargs)
  524. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 73, in sample_once
  525. pred_x_0, pred_eps, pred_v = self._get_model_prediction(model, x_t, t, cond, **kwargs)
  526. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 43, in _get_model_prediction
  527. pred_v = self._inference_model(model, x_t, t, cond, **kwargs)
  528. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/guidance_interval_mixin.py", line 11, in _inference_model
  529. pred = super()._inference_model(model, x_t, t, cond, **kwargs)
  530. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 40, in _inference_model
  531. return model(x_t, t, cond, **kwargs)
  532. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  533. return self._call_impl(*args, **kwargs)
  534. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  535. return forward_call(*args, **kwargs)
  536. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/models/structured_latent_flow.py", line 251, in forward
  537. h = block(h, t_emb, cond)
  538. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  539. return self._call_impl(*args, **kwargs)
  540. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  541. return forward_call(*args, **kwargs)
  542. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/transformer/modulated.py", line 166, in forward
  543. return self._forward(x, mod, context)
  544. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/transformer/modulated.py", line 149, in _forward
  545. h = self.self_attn(h)
  546. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  547. return self._call_impl(*args, **kwargs)
  548. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  549. return forward_call(*args, **kwargs)
  550. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/attention/modules.py", line 117, in forward
  551. h = sparse_scaled_dot_product_attention(qkv)
  552. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/attention/full_attn.py", line 236, in sparse_scaled_dot_product_attention
  553. raise ValueError(f"Unknown attention module: {ATTN}")
  554. ValueError: Unknown attention module: sdpa
  555.  
  556. 2025-01-25T00:32:01.336077 - Prompt executed in 168.84 seconds
  557. 2025-01-25T00:32:31.136974 - got prompt
  558. 2025-01-25T00:32:31.152982 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  559. 2025-01-25T00:32:31.564683 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  560. 2025-01-25T00:32:31.567331 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  561. 2025-01-25T00:32:31.916285 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  562. 2025-01-25T00:32:31.921811 - Requested to load Flux
  563. 2025-01-25T00:32:31.921888 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  564. 2025-01-25T00:32:32.258590 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  565. 2025-01-25T00:32:32.973458 - loaded partially 3325.6491287231447 3324.260009765625 0
  566. 2025-01-25T00:32:52.183150 -
  567. 35%|███████████████▍ | 7/20 [00:19<00:35, 2.76s/it]2025-01-25T00:32:52.797027 - FETCH DATA from: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Manager/.cache/1742899825_extension-node-map.json2025-01-25T00:32:52.797062 - 2025-01-25T00:32:52.812236 - [DONE]2025-01-25T00:32:52.812398 -
  568. 2025-01-25T00:32:52.885946 - FETCH DATA from: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Manager/.cache/1514988643_custom-node-list.json2025-01-25T00:32:52.885998 - 2025-01-25T00:32:52.891462 - [DONE]2025-01-25T00:32:52.891516 -
  569. 2025-01-25T00:32:52.891613 - FETCH DATA from: /home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-Manager/.cache/746607195_github-stats.json2025-01-25T00:32:52.891672 - 2025-01-25T00:32:52.895280 - [DONE]2025-01-25T00:32:52.895318 -
  570. 2025-01-25T00:33:26.771398 -
  571. 100%|███████████████████████████████████████████| 20/20 [00:53<00:00, 2.67s/it]2025-01-25T00:33:26.771695 -
  572. 100%|███████████████████████████████████████████| 20/20 [00:53<00:00, 2.69s/it]2025-01-25T00:33:26.771722 -
  573. 2025-01-25T00:33:26.780793 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  574. 2025-01-25T00:33:27.164377 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  575. 2025-01-25T00:33:27.164791 - Requested to load AutoencodingEngine
  576. 2025-01-25T00:33:27.164973 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  577. 2025-01-25T00:33:27.575426 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  578. 2025-01-25T00:33:27.646041 - loaded completely 9.5367431640625e+25 159.87335777282715 True
  579. 2025-01-25T00:33:27.855021 - Unload Model:2025-01-25T00:33:27.855299 -
  580. 2025-01-25T00:33:27.855346 - - Unloading all models...2025-01-25T00:33:27.855364 -
  581. 2025-01-25T00:33:27.855680 - Potential memory leak detected with model FluxClipModel_, doing a full garbage collect, for maximum performance avoid circular references in the model code.
  582. 2025-01-25T00:33:28.231860 - WARNING, memory leak with model FluxClipModel_. Please make sure it is not being referenced from somewhere.
  583. 2025-01-25T00:33:29.462641 - - Clearing Cache...2025-01-25T00:33:29.462684 -
  584. 2025-01-25T00:33:29.843926 - Input images tensor initial shape: torch.Size([1, 512, 512, 3])
  585. 2025-01-25T00:33:29.985875 - torch_to_pil_batch input shape: torch.Size([1, 512, 512, 3])
  586. 2025-01-25T00:33:29.990842 - Processed image 0, shape: (512, 512, 3), mode: RGB
  587. 2025-01-25T00:33:45.591278 -
  588. Sampling: 100%|█████████████████████████████████| 24/24 [00:13<00:00, 2.72it/s]2025-01-25T00:33:45.591454 -
  589. Sampling: 100%|█████████████████████████████████| 24/24 [00:13<00:00, 1.75it/s]2025-01-25T00:33:45.591479 -
  590. 2025-01-25T00:33:46.300774 -
  591. Sampling: 0%| | 0/24 [00:00<?, ?it/s]2025-01-25T00:33:46.310638 -
  592. Sampling: 0%| | 0/24 [00:00<?, ?it/s]2025-01-25T00:33:46.310673 -
  593. 2025-01-25T00:33:46.646412 - Error in image_to_3d: Unknown attention module: sdpa
  594. 2025-01-25T00:33:46.646835 - Traceback (most recent call last):
  595. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/IF_Trellis.py", line 319, in image_to_3d
  596. outputs = model.run(pil_imgs[0],
  597. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  598. return func(*args, **kwargs)
  599. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/trellis_image_to_3d.py", line 413, in run
  600. slat = self.sample_slat(cond, coords, slat_sampler_params)
  601. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/trellis_image_to_3d.py", line 362, in sample_slat
  602. slat = self.slat_sampler.sample(
  603. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  604. return func(*args, **kwargs)
  605. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 199, in sample
  606. return super().sample(model, noise, cond, steps, rescale_t, verbose, neg_cond=neg_cond, cfg_strength=cfg_strength, cfg_interval=cfg_interval, **kwargs)
  607. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  608. return func(*args, **kwargs)
  609. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 112, in sample
  610. out = self.sample_once(model, sample, t, t_prev, cond, **kwargs)
  611. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  612. return func(*args, **kwargs)
  613. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 73, in sample_once
  614. pred_x_0, pred_eps, pred_v = self._get_model_prediction(model, x_t, t, cond, **kwargs)
  615. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 43, in _get_model_prediction
  616. pred_v = self._inference_model(model, x_t, t, cond, **kwargs)
  617. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/guidance_interval_mixin.py", line 11, in _inference_model
  618. pred = super()._inference_model(model, x_t, t, cond, **kwargs)
  619. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 40, in _inference_model
  620. return model(x_t, t, cond, **kwargs)
  621. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  622. return self._call_impl(*args, **kwargs)
  623. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  624. return forward_call(*args, **kwargs)
  625. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/models/structured_latent_flow.py", line 251, in forward
  626. h = block(h, t_emb, cond)
  627. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  628. return self._call_impl(*args, **kwargs)
  629. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  630. return forward_call(*args, **kwargs)
  631. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/transformer/modulated.py", line 166, in forward
  632. return self._forward(x, mod, context)
  633. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/transformer/modulated.py", line 149, in _forward
  634. h = self.self_attn(h)
  635. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  636. return self._call_impl(*args, **kwargs)
  637. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  638. return forward_call(*args, **kwargs)
  639. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/attention/modules.py", line 117, in forward
  640. h = sparse_scaled_dot_product_attention(qkv)
  641. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/attention/full_attn.py", line 236, in sparse_scaled_dot_product_attention
  642. raise ValueError(f"Unknown attention module: {ATTN}")
  643. ValueError: Unknown attention module: sdpa
  644.  
  645. 2025-01-25T00:33:46.964622 - !!! Exception during processing !!! Unknown attention module: sdpa
  646. 2025-01-25T00:33:46.965024 - Traceback (most recent call last):
  647. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 327, in execute
  648. 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)
  649. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 202, in get_output_data
  650. 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)
  651. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 174, in _map_node_over_list
  652. process_inputs(input_dict, i)
  653. File "/home/jordancruz/Tools/ComfyUI/execution.py", line 163, in process_inputs
  654. results.append(getattr(obj, func)(**inputs))
  655. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  656. return func(*args, **kwargs)
  657. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/IF_Trellis.py", line 319, in image_to_3d
  658. outputs = model.run(pil_imgs[0],
  659. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  660. return func(*args, **kwargs)
  661. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/trellis_image_to_3d.py", line 413, in run
  662. slat = self.sample_slat(cond, coords, slat_sampler_params)
  663. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/trellis_image_to_3d.py", line 362, in sample_slat
  664. slat = self.slat_sampler.sample(
  665. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  666. return func(*args, **kwargs)
  667. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 199, in sample
  668. return super().sample(model, noise, cond, steps, rescale_t, verbose, neg_cond=neg_cond, cfg_strength=cfg_strength, cfg_interval=cfg_interval, **kwargs)
  669. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  670. return func(*args, **kwargs)
  671. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 112, in sample
  672. out = self.sample_once(model, sample, t, t_prev, cond, **kwargs)
  673. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
  674. return func(*args, **kwargs)
  675. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 73, in sample_once
  676. pred_x_0, pred_eps, pred_v = self._get_model_prediction(model, x_t, t, cond, **kwargs)
  677. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 43, in _get_model_prediction
  678. pred_v = self._inference_model(model, x_t, t, cond, **kwargs)
  679. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/guidance_interval_mixin.py", line 11, in _inference_model
  680. pred = super()._inference_model(model, x_t, t, cond, **kwargs)
  681. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/pipelines/samplers/flow_euler.py", line 40, in _inference_model
  682. return model(x_t, t, cond, **kwargs)
  683. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  684. return self._call_impl(*args, **kwargs)
  685. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  686. return forward_call(*args, **kwargs)
  687. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/models/structured_latent_flow.py", line 251, in forward
  688. h = block(h, t_emb, cond)
  689. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  690. return self._call_impl(*args, **kwargs)
  691. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  692. return forward_call(*args, **kwargs)
  693. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/transformer/modulated.py", line 166, in forward
  694. return self._forward(x, mod, context)
  695. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/transformer/modulated.py", line 149, in _forward
  696. h = self.self_attn(h)
  697. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1553, in _wrapped_call_impl
  698. return self._call_impl(*args, **kwargs)
  699. File "/home/jordancruz/anaconda3/envs/comfyui/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1562, in _call_impl
  700. return forward_call(*args, **kwargs)
  701. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/attention/modules.py", line 117, in forward
  702. h = sparse_scaled_dot_product_attention(qkv)
  703. File "/home/jordancruz/Tools/ComfyUI/custom_nodes/ComfyUI-IF_Trellis/trellis/modules/sparse/attention/full_attn.py", line 236, in sparse_scaled_dot_product_attention
  704. raise ValueError(f"Unknown attention module: {ATTN}")
  705. ValueError: Unknown attention module: sdpa
  706.  
  707. 2025-01-25T00:33:46.965723 - Prompt executed in 75.82 seconds
  708.  
  709. ```
  710. ## Attached Workflow
  711. Please make sure that workflow does not contain any sensitive information such as API keys or passwords.
  712. ```
  713. {"last_node_id":58,"last_link_id":50,"nodes":[{"id":13,"type":"SamplerCustomAdvanced","pos":[-180.9202423095703,107.80411529541016],"size":[355.20001220703125,106],"flags":{},"order":10,"mode":0,"inputs":[{"name":"noise","type":"NOISE","link":9},{"name":"guider","type":"GUIDER","link":10},{"name":"sampler","type":"SAMPLER","link":16},{"name":"sigmas","type":"SIGMAS","link":15},{"name":"latent_image","type":"LATENT","link":14}],"outputs":[{"name":"output","type":"LATENT","links":[7],"slot_index":0},{"name":"denoised_output","type":"LATENT","links":null}],"properties":{"Node name for S&R":"SamplerCustomAdvanced","ttNbgOverride":{"color":"#2a363b","bgcolor":"#3f5159","groupcolor":"#3f789e"}},"widgets_values":[],"color":"#2a363b","bgcolor":"#3f5159"},{"id":15,"type":"VAELoader","pos":[-610.9200439453125,547.8043212890625],"size":[315,58],"flags":{},"order":0,"mode":0,"inputs":[],"outputs":[{"name":"VAE","type":"VAE","links":[8],"slot_index":0}],"properties":{"Node name for S&R":"VAELoader","ttNbgOverride":{"color":"#2a363b","bgcolor":"#3f5159","groupcolor":"#3f789e"}},"widgets_values":["ae.sft"],"color":"#2a363b","bgcolor":"#3f5159"},{"id":16,"type":"RandomNoise","pos":[-160.92025756835938,507.8043518066406],"size":[315,82],"flags":{},"order":1,"mode":0,"inputs":[],"outputs":[{"name":"NOISE","type":"NOISE","links":[9]}],"properties":{"Node name for S&R":"RandomNoise","ttNbgOverride":{"color":"#2a363b","bgcolor":"#3f5159","groupcolor":"#3f789e"}},"widgets_values":[52153541168456,"randomize"],"color":"#2a363b","bgcolor":"#3f5159"},{"id":20,"type":"UnetLoaderGGUF","pos":[-400.9201354980469,-2.195826292037964],"size":[315,58],"flags":{},"order":2,"mode":0,"inputs":[],"outputs":[{"name":"MODEL","type":"MODEL","links":[13,22],"slot_index":0}],"properties":{"Node name for 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S&R":"PreviewImage","ttNbgOverride":{"color":"#2a363b","bgcolor":"#3f5159","groupcolor":"#3f789e"}},"widgets_values":[],"color":"#2a363b","bgcolor":"#3f5159"},{"id":25,"type":"CLIPTextEncode","pos":[-620.9199829101562,97.80412292480469],"size":[422.89703369140625,246.8917236328125],"flags":{},"order":8,"mode":0,"inputs":[{"name":"clip","type":"CLIP","link":17}],"outputs":[{"name":"CONDITIONING","type":"CONDITIONING","links":[18],"slot_index":0}],"properties":{"Node name for S&R":"CLIPTextEncode","ttNbgOverride":{"color":"#2a363b","bgcolor":"#3f5159","groupcolor":"#3f789e"}},"widgets_values":["isometric view, room with a couch tv and table. isometric view, black background, green 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S&R":"IF_TrellisImageTo3D","ttNbgOverride":{"color":"#2a363b","bgcolor":"#3f5159","groupcolor":"#3f789e"}},"widgets_values":["single",1173838533,"randomize",12,24,6,24,0.95,2048,"fast",15,"multidiffusion","trellis_output",true,false,false,true,false],"color":"#2a363b","bgcolor":"#3f5159"},{"id":55,"type":"IF_TrellisCheckpointLoader","pos":[396.9454345703125,-98.92891693115234],"size":[315,202],"flags":{},"order":6,"mode":0,"inputs":[],"outputs":[{"name":"model","type":"TRELLIS_MODEL","links":[47]}],"properties":{"Node name for 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3D","bounding":[282.0628662109375,-205.33279418945312,1467.8973388671875,941.2608032226562],"color":"#3f789e","font_size":24,"flags":{}}],"config":{},"extra":{"ds":{"scale":0.7143377328815946,"offset":[302.78806240490485,415.34978207784195]}},"version":0.4}
  714. ```
  715.  
  716. ## Additional Context
  717. (Please add any additional context or steps to reproduce the error here)
  718.  
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