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ovtrack's Issues

AttributeError: 'Namespace' object has no attribute 'work_dir'

The specific issues are as follows:
Traceback (most recent call last):
File "tools/test.py", line 181, in
main()
File "tools/test.py", line 87, in main
if args.work_dir is not None:
AttributeError: 'Namespace' object has no attribute 'work_dir'
Traceback (most recent call last):
File "tools/test.py", line 181, in
main()
File "tools/test.py", line 87, in main
if args.work_dir is not None:
AttributeError: 'Namespace' object has no attribute 'work_dir'
ERROR:torch.distributed.elastic.multiprocessing.api:failed (exitcode: 1) local_rank: 0 (pid: 1554819) of binary: /data1/anaconda3/envs/OVTrack/bin/python
Traceback (most recent call last):
File "/data1/anaconda3/envs/OVTrack/lib/python3.8/runpy.py", line 194, in _run_module_as_main
return _run_code(code, main_globals, None,
File "/data1/anaconda3/envs/OVTrack/lib/python3.8/runpy.py", line 87, in _run_code
exec(code, run_globals)
File "/data1/anaconda3/envs/OVTrack/lib/python3.8/site-packages/torch/distributed/run.py", line 723, in
main()
File "/data1/anaconda3/envs/OVTrack/lib/python3.8/site-packages/torch/distributed/elastic/multiprocessing/errors/init.py", line 345, in wrapper
return f(*args, **kwargs)
File "/data1/anaconda3/envs/OVTrack/lib/python3.8/site-packages/torch/distributed/run.py", line 719, in main
run(args)
File "/data1/anaconda3/envs/OVTrack/lib/python3.8/site-packages/torch/distributed/run.py", line 710, in run
elastic_launch(
File "/data1/anaconda3/envs/OVTrack/lib/python3.8/site-packages/torch/distributed/launcher/api.py", line 131, in call
return launch_agent(self._config, self._entrypoint, list(args))
File "/data1/anaconda3/envs/OVTrack/lib/python3.8/site-packages/torch/distributed/launcher/api.py", line 259, in launch_agent
raise ChildFailedError(
torch.distributed.elastic.multiprocessing.errors.ChildFailedError:

tools/test.py FAILED

Failures:
[1]:
time : 2024-04-28_16:25:13
host : ubuntu
rank : 1 (local_rank: 1)
exitcode : 1 (pid: 1554820)
error_file: <N/A>
traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html

Root Cause (first observed failure):
[0]:
time : 2024-04-28_16:25:13
host : ubuntu
rank : 0 (local_rank: 0)
exitcode : 1 (pid: 1554819)
error_file: <N/A>
traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html
I hope to receive your answer!

running error

Thanks for your wonderful jobs! I followed the “GET_STARTED.md” to test the TAO model on the Open-vocabulary MOT benchmark, however, the code threw an error.
1688635366852

Do I need to incorporate LVIS novel categories (i.e., rare categories) when training the detector section (detpro)on LVIS?

I noticed in your paper that you mentioned, 'In the validation set of TAO, 295 of the overlapping classes are present. 35 of these classes are defined as rare, which serve as our Cnovel.' and 'In the test set of TAO, there are 324 of the overlapping classes mentioned above present. 33 of these classes are defined as rare, which serve as our Cnovel.' I'd like to inquire whether the novel classes set in your benchmark (TAO's novel classes) overlap with LVIS's novel classes?

training for the CLIP distillation part

If I want to replicate the training step of CLIP distillation, how should I proceed? Can it be achieved through the code in this repository? For example, setting the freeze_detector parameter to False. I feel like this might not be sufficient.
I am very curious about how you obtained weight files such as ovtrack_clip_distillation.pth. Did you use DetPro's training code to obtain the weights for text_head and image_head?
Thanks in advance.

running error

I followed the “GET_STARTED.md” to Train the tracker, however, the code threw an error.
1706618142257

why this happend?

How to obtain TETA result in TAO testset?

Table 1 in the article shows the TETA result validation set and test set of OVTrack. The TAO evaluation page on motchallenge.net only provides the Track mAP metric. Where can we obtain the TETA result?
image
Thanks!😁😁

Question about the training cost.

Hello,
I noticed that the training cost is not mentioned in the main paper as well as in the supplementary material. I would like to know the GPU model and the number of GPUs required to train the model, as well as the training time. Also, approximately how long will the training script be released?
Thank you.

lvis_classes_v1.txt is missing

Thanks for your work!
It seems that there's no instruction to generate lvis_classes_v1.txt. Could you please tell me how to generate this, or just share this file.
Thank you in advance.

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