Failed submission

Hello, I'm from Maplelab and I would like to know the reason for the failure of my preliminary submission. Thank you!

Hi juseonghan,

Following are the logs for your failed submission:

Stdout 2023-09-11T18:34:14.838000+00:00 File found: /input/endoscopic-robotic-surgery-video.mp4 2023-09-11T18:34:14.838000+00:00 Video file to be loaded: /input/endoscopic-robotic-surgery-video.mp4

Stderr 2023-09-11T18:34:09.831000+00:00 /opt/conda/lib/python3.10/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead. 2023-09-11T18:34:09.831000+00:00 warnings.warn( 2023-09-11T18:34:09.831000+00:00 /opt/conda/lib/python3.10/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or None for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing weights=None. 2023-09-11T18:34:09.831000+00:00 warnings.warn(msg) 2023-09-11T18:34:14.833000+00:00 Could not find an int in the string 'endoscopic-robotic-surgery-video'. 2023-09-11T18:34:14.833000+00:00 Traceback (most recent call last): 2023-09-11T18:34:14.833000+00:00 File "/opt/conda/lib/python3.10/runpy.py", line 196, in _run_module_as_main 2023-09-11T18:34:14.836000+00:00 return _run_code(code, main_globals, None, 2023-09-11T18:34:14.837000+00:00 File "/opt/conda/lib/python3.10/runpy.py", line 86, in _run_code 2023-09-11T18:34:14.837000+00:00 exec(code, run_globals) 2023-09-11T18:34:14.837000+00:00 File "/opt/algorithm/process.py", line 294, in 2023-09-11T18:34:14.837000+00:00 Surgtoolloc_det().process() 2023-09-11T18:34:14.837000+00:00 File "/home/algorithm/.local/lib/python3.10/site-packages/evalutils/evalutils.py", line 183, in process 2023-09-11T18:34:14.837000+00:00 self.process_cases() 2023-09-11T18:34:14.837000+00:00 File "/home/algorithm/.local/lib/python3.10/site-packages/evalutils/evalutils.py", line 191, in process_cases 2023-09-11T18:34:14.837000+00:00 self._case_results.append(self.process_case(idx=idx, case=case)) 2023-09-11T18:34:14.837000+00:00 File "/opt/algorithm/process.py", line 120, in process_case 2023-09-11T18:34:14.837000+00:00 scored_candidates = self.predict(case.path) #video file > load evalutils.py 2023-09-11T18:34:14.837000+00:00 File "/opt/algorithm/process.py", line 189, in predict 2023-09-11T18:34:14.837000+00:00 outputs = self.binary_seg_model(input_image) 2023-09-11T18:34:14.837000+00:00 File "/opt/conda/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl 2023-09-11T18:34:14.837000+00:00 return forward_call(args, kwargs) 2023-09-11T18:34:14.837000+00:00 File "/opt/algorithm/models.py", line 85, in forward 2023-09-11T18:34:14.837000+00:00 conv1 = self.conv1(x) 2023-09-11T18:34:14.837000+00:00 File "/opt/conda/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl 2023-09-11T18:34:14.837000+00:00 return forward_call(args, kwargs) 2023-09-11T18:34:14.837000+00:00 File "/opt/conda/lib/python3.10/site-packages/torch/nn/modules/container.py", line 217, in forward 2023-09-11T18:34:14.837000+00:00 input = module(input) 2023-09-11T18:34:14.838000+00:00 File "/opt/conda/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl 2023-09-11T18:34:14.838000+00:00 return forward_call(*args, kwargs) 2023-09-11T18:34:14.838000+00:00 File "/opt/conda/lib/python3.10/site-packages/torch/nn/modules/conv.py", line 463, in forward 2023-09-11T18:34:14.838000+00:00 return self._conv_forward(input, self.weight, self.bias) 2023-09-11T18:34:14.838000+00:00 File "/opt/conda/lib/python3.10/site-packages/torch/nn/modules/conv.py", line 459, in _conv_forward 2023-09-11T18:34:14.838000+00:00 return F.conv2d(input, weight, bias, self.stride, 2023-09-11T18:34:14.838000+00:00 RuntimeError: Input type (torch.cuda.FloatTensor) and weight type (torch.FloatTensor) should be the same

Hello,

Thank you for the prompt response. Could you check the error log for my recent submission, titled "trial2"? Thank you.

Never mind, I found the error for trial2.

Hi, can you let me know the error logs for trial3? Thank you!

Please see the logs below for the trial3 failed submission:

Stdout 2023-09-11T21:58:52.710000+00:00 File found: /input/endoscopic-robotic-surgery-video.mp4 2023-09-11T21:58:52.710000+00:00 Video file to be loaded: /input/endoscopic-robotic-surgery-video.mp4

Stderr 2023-09-11T21:57:05.683000+00:00 /opt/conda/lib/python3.10/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead. 2023-09-11T21:57:05.683000+00:00 warnings.warn( 2023-09-11T21:57:05.683000+00:00 /opt/conda/lib/python3.10/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or None for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing weights=None. 2023-09-11T21:57:05.683000+00:00 warnings.warn(msg) 2023-09-11T21:57:10.686000+00:00 Could not find an int in the string 'endoscopic-robotic-surgery-video'.

Hello,

I'm unsure how to debug this, as it seems like it's an error that came from the test script to evaluate our algorithm. I'm looking over the format of my output, and it seems to be in line with the expected format. Could you give any guidance on this? Thank you.

Are you basing your container on the example provided at https://github.com/aneeqzia-isi/surgtoolloc2022-category-2?

Hello,

Yes, I simply cloned from that repository and changed process.py according to the instructions, and a few lines into the Dockerfile to include my pretrained models and utils.py.

Hi just wanted to follow up - do you have any idea on how I could debug this? Sorry for the inconvenience.