PozzettiAndrea/ComfyUI-Sharp Test Results

Workflow execution failed: {'prompt_id': '9b3392a6-5d16-4dd4-ac2f-ad6d32343705', 'node_id': '7', 'node_type': 'SharpPredict', 'executed': ['2', '9'], 'exception_message': 'Allocation on device 0 would exceed allowed memory. (out of memory)\nCurrently allocated : 3.23 GiB\nRequested : 576.00 MiB\nDevice limit : 23.56 GiB\nFree (according to CUDA): 43.94 MiB\nPyTorch limit (set by user-supplied memory fraction)\n : 17179869184.00 GiB\n\nWorker traceback:\nTraceback (most recent call last):\n File "/tmp/comfyui_pvenv_a11oe11y/persistent_worker.py", line 1762, in main\n result = method(**inputs)\n File "/workspaces/Sharp-1033/ComfyUI/comfy_api/latest/_io.py", line 1833, in EXECUTE_NORMALIZED\n to_return = cls.execute(*args, **kwargs)\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/utils/_contextlib.py", line 124, in decorate_context\n return func(*args, **kwargs)\n File "/workspaces/Sharp-1033/ComfyUI/custom_nodes/ComfyUI-Sharp/nodes/predict.py", line 184, in execute\n gaussians = _predict_image_cached(\n patcher, predictor, image_np, f_px, device,\n extrinsics=img_extrinsics,\n intrinsics=img_intrinsics,\n )\n File "/workspaces/Sharp-1033/ComfyUI/custom_nodes/ComfyUI-Sharp/nodes/predict.py", line 287, in _predict_image_cached\n monodepth_output, _ = predictor.encode(image_resized_pt)\n ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^\n File "/workspaces/Sharp-1033/ComfyUI/custom_nodes/ComfyUI-Sharp/nodes/sharp/model.py", line 2006, in encode\n monodepth_output = self.monodepth_model(image)\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl\n return self._call_impl(*args, **kwargs)\n ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/nn/modules/module.py", line 1787, in _call_impl\n return forward_call(*args, **kwargs)\n File "/workspaces/Sharp-1033/ComfyUI/custom_nodes/ComfyUI-Sharp/nodes/sharp/model.py", line 1118, in forward\n decoder_features = self.monodepth_predictor.decoder(encoder_features)\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl\n return self._call_impl(*args, **kwargs)\n ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/nn/modules/module.py", line 1787, in _call_impl\n return forward_call(*args, **kwargs)\n File "/workspaces/Sharp-1033/ComfyUI/custom_nodes/ComfyUI-Sharp/nodes/sharp/model.py", line 970, in forward\n features = self.fusions[i](features, features_i)\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl\n return self._call_impl(*args, **kwargs)\n ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/nn/modules/module.py", line 1787, in _call_impl\n return forward_call(*args, **kwargs)\n File "/workspaces/Sharp-1033/ComfyUI/custom_nodes/ComfyUI-Sharp/nodes/sharp/model.py", line 860, in forward\n x = self.resnet2(x)\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl\n return self._call_impl(*args, **kwargs)\n ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/nn/modules/module.py", line 1787, in _call_impl\n return forward_call(*args, **kwargs)\n File "/workspaces/Sharp-1033/ComfyUI/custom_nodes/ComfyUI-Sharp/nodes/sharp/model.py", line 766, in forward\n delta_x = self.residual(x)\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl\n return self._call_impl(*args, **kwargs)\n ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/nn/modules/module.py", line 1787, in _call_impl\n return forward_call(*args, **kwargs)\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/nn/modules/container.py", line 253, in forward\n input = module(input)\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl\n return self._call_impl(*args, **kwargs)\n ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/nn/modules/module.py", line 1787, in _call_impl\n return forward_call(*args, **kwargs)\n File "/workspaces/Sharp-1033/ComfyUI/comfy/ops.py", line 516, in forward\n return self.forward_comfy_cast_weights(*args, **kwargs)\n ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^\n File "/workspaces/Sharp-1033/ComfyUI/comfy/ops.py", line 509, in forward_comfy_cast_weights\n x = self._conv_forward(input, weight, bias)\n File "/tmp/comfytest-home/.ce/envs/sharp-nodes/.pixi/envs/default/lib/python3.13/site-packages/torch/nn/modules/conv.py", line 548, in _conv_forward\n return F.conv2d(\n ~~~~~~~~^\n input, weight, bias, self.stride, self.padding, self.dilation, self.groups\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n )\n ^\ntorch.OutOfMemoryError: Allocation on device 0 would exceed allowed memory. (out of memory)\nCurrently allocated : 3.23 GiB\nRequested : 576.00 MiB\nDevice limit : 23.56 GiB\nFree (according to CUDA): 43.94 MiB\nPyTorch limit (set by user-supplied memory fraction)\n : 17179869184.00 GiB\n\n', 'exception_type': 'comfy_env.isolation.workers.base.WorkerError', 'traceback': [' File "/workspaces/Sharp-1033/ComfyUI/execution.py", line 535, in execute\n output_data, output_ui, has_subgraph, has_pending_tasks = await get_output_data(prompt_id, unique_id, obj, input_data_all, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n', ' File "/workspaces/Sharp-1033/ComfyUI/execution.py", line 335, in get_output_data\n return_values = await _async_map_node_over_list(prompt_id, unique_id, obj, input_data_all, obj.FUNCTION, allow_interrupt=True, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n', ' File "/workspaces/Sharp-1033/ComfyUI/execution.py", line 309, in _async_map_node_over_list\n await process_inputs(input_dict, i)\n', ' File "/workspaces/Sharp-1033/ComfyUI/execution.py", line 297, in process_inputs\n result = f(**inputs)\n', ' File "/workspaces/Sharp-1033/.venv/lib/python3.13/site-packages/comfy_env/isolation/metadata.py", line 560, in proxy\n result = worker.call_method(\n module_name=mod,\n ...<4 lines>...\n timeout=600.0,\n )\n', ' File "/workspaces/Sharp-1033/.venv/lib/python3.13/site-packages/comfy_env/isolation/workers/subprocess.py", line 674, in call_method\n raise WorkerError(\n ...<2 lines>...\n )\n'], 'current_inputs': {'focal_length_mm': [20], 'output_prefix': ['sharp'], 'model': ["{'model_path': '/workspaces/Sharp-1033/ComfyUI/models/sharp/sharp_2572gikvuh.pt', 'precision': 'auto', 'dtype': 'bf16'}"], 'image': ['tensor([[[[0.2157, 0.1647, 0.1569],\n [0.2275, 0.1608, 0.1608],\n [0.2275, 0.1647, 0.1529],\n ...,\n [0.4471, 0.4745, 0.4863],\n [0.4510, 0.4745, 0.4863],\n [0.4431, 0.4745, 0.4745]],\n\n [[0.2196, 0.1686, 0.1569],\n [0.2314, 0.1647, 0.1608],\n [0.2353, 0.1647, 0.1647],\n ...,\n [0.4549, 0.4784, 0.4706],\n [0.4549, 0.4706, 0.4784],\n [0.4431, 0.4706, 0.4667]],\n\n [[0.2314, 0.1725, 0.1569],\n [0.2510, 0.1725, 0.1608],\n [0.2392, 0.1725, 0.1686],\n ...,\n [0.4588, 0.4745, 0.4627],\n [0.4510, 0.4745, 0.4667],\n [0.4471, 0.4706, 0.4627]],\n\n ...,\n\n [[0.1569, 0.1647, 0.1843],\n [0.1647, 0.1725, 0.1882],\n [0.1490, 0.1686, 0.1922],\n ...,\n [0.1020, 0.1137, 0.1373],\n [0.1137, 0.1176, 0.1412],\n [0.0863, 0.1176, 0.1373]],\n\n [[0.1569, 0.1686, 0.1804],\n [0.1569, 0.1647, 0.1961],\n [0.1490, 0.1647, 0.1961],\n ...,\n [0.1059, 0.1216, 0.1294],\n [0.1176, 0.1216, 0.1333],\n [0.1059, 0.1137, 0.1373]],\n\n [[0.1608, 0.1686, 0.1843],\n [0.1608, 0.1686, 0.1882],\n [0.1569, 0.1686, 0.1882],\n ...,\n [0.1059, 0.1176, 0.1333],\n [0.1137, 0.1176, 0.1333],\n [0.1333, 0.1176, 0.1333]]]])'], 'prompt': ["{'2': {'inputs': {'precision': 'auto'}, 'class_type': 'LoadSharpModel', '_meta': {'title': '(Down)Load SHARP Model'}}, '7': {'inputs': {'focal_length_mm': ['9', 2], 'output_prefix': 'sharp', 'model': ['2', 0], 'image': ['9', 0]}, 'class_type': 'SharpPredict', '_meta': {'title': 'SHARP Predict (Image to PLY)'}}, '8': {'inputs': {'preview_gaussian': '', 'ply_path': ['7', 0], 'extrinsics': ['7', 1], 'intrinsics': ['7', 2]}, 'class_type': 'GeomPackPreviewGaussian', '_meta': {'title': 'Preview Gaussian'}}, '9': {'inputs': {'image': 'eth3d.png', 'default_focal_mm': 30.0}, 'class_type': 'LoadImageWithExif', '_meta': {'title': 'Load Image with EXIF (Focal Length)'}}}"], 'extra_pnginfo': ["{'workflow': {'id': 'sharp-basic-workflow', 'revision': 0, 'last_node_id': 10, 'last_link_id': 21, 'nodes': [{'id': 2, 'type': 'LoadSharpModel', 'pos': [-150, -400], 'size': [270, 106.65625], 'flags': {}, 'order': 0, 'mode': 0, 'inputs': [], 'outputs': [{'name': 'model_config', 'type': 'SHARP_MODEL_CONFIG', 'links': [11]}], 'properties': {'Node name for S&R': 'LoadSharpModel', 'aux_id': 'PozzettiAndrea/ComfyUI-Sharp', 'ver': '9f1b9c726e2cfc0118866c3df783e7f6bc895226'}, 'widgets_values': ['auto']}, {'id': 9, 'type': 'LoadImageWithExif', 'pos': [-208.74978010739324, -99.02778023242435], 'size': [342.28125, 420], 'flags': {}, 'order': 1, 'mode': 0, 'inputs': [], 'outputs': [{'name': 'image', 'type': 'IMAGE', 'links': [19]}, {'name': 'mask', 'type': 'MASK', 'links': None}, {'name': 'focal_length_mm', 'type': 'FLOAT', 'links': [20]}], 'properties': {'Node name for S&R': 'LoadImageWithExif', 'aux_id': 'PozzettiAndrea/ComfyUI-Sharp', 'ver': 'c69751a59b587c3b83d0e37cfe2bab3bc838574a'}, 'widgets_values': ['eth3d.png', 30, 'image']}, {'id': 7, 'type': 'SharpPredict', 'pos': [226.15696022727278, -245.70490056818184], 'size': [298.890625, 212], 'flags': {}, 'order': 2, 'mode': 0, 'inputs': [{'name': 'model', 'type': 'SHARP_MODEL_CONFIG', 'link': 11}, {'name': 'image', 'type': 'IMAGE', 'link': 19}, {'name': 'extrinsics', 'shape': 7, 'type': 'EXTRINSICS', 'link': None}, {'name': 'intrinsics', 'shape': 7, 'type': 'INTRINSICS', 'link': None}, {'name': 'focal_length_mm', 'shape': 7, 'type': 'FLOAT', 'widget': {'name': 'focal_length_mm'}, 'link': 20}], 'outputs': [{'name': 'ply_path', 'type': 'STRING', 'links': [16]}, {'name': 'extrinsics', 'type': 'EXTRINSICS', 'links': [17]}, {'name': 'intrinsics', 'type': 'INTRINSICS', 'links': [18]}], 'properties': {'Node name for S&R': 'SharpPredict', 'aux_id': 'PozzettiAndrea/ComfyUI-Sharp', 'ver': 'c69751a59b587c3b83d0e37cfe2bab3bc838574a'}, 'widgets_values': [30, 'sharp']}, {'id': 8, 'type': 'GeomPackPreviewGaussian', 'pos': [641.9426914835157, -275.49795068697], 'size': [512, 658], 'flags': {}, 'order': 3, 'mode': 0, 'inputs': [{'name': 'ply_path', 'type': 'STRING', 'link': 16}, {'name': 'extrinsics', 'shape': 7, 'type': 'EXTRINSICS', 'link': 17}, {'name': 'intrinsics', 'shape': 7, 'type': 'INTRINSICS', 'link': 18}], 'outputs': [], 'properties': {'Node name for S&R': 'GeomPackPreviewGaussian', 'aux_id': 'PozzettiAndrea/ComfyUI-GeometryPack', 'ver': 'df6bf3d73d0dda9c6ad7428eb58a00dc8cbaf6ed', 'cnr_id': 'comfyui-geometrypack'}, 'widgets_values': ['']}], 'links': [[11, 2, 0, 7, 0, 'SHARP_MODEL'], [16, 7, 0, 8, 0, 'STRING'], [17, 7, 1, 8, 1, 'EXTRINSICS'], [18, 7, 2, 8, 2, 'INTRINSICS'], [19, 9, 0, 7, 1, 'IMAGE'], [20, 9, 2, 7, 4, 'FLOAT']], 'groups': [], 'config': {}, 'extra': {'ds': {'scale': 1.1, 'offset': [292.8560303656579, 525.3669699599554]}, 'workflowRendererVersion': 'LG', 'frontendVersion': '1.43.18'}, 'version': 0.4}}"]}, 'current_outputs': ['2', '9', '8', '7'], 'timestamp': 1779276282312} Details: Workflow: /node/ComfyUI-Sharp/workflows/sharp_exif.json Node error: SharpPredict