8000 Error while captioning using single processor · Issue #6 · TXH-mercury/VAST · GitHub
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Shrad1234 opened this issue Feb 28, 2024 · 0 comments
Open

Error while captioning using single processor #6

Shrad1234 opened this issue Feb 28, 2024 · 0 comments

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@Shrad1234
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hi I got the following error while trying to run the code on a set of videos
Traceback (most recent call last):
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/ego4d/VAST/./run.py", line 65, in
main()
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/ego4d/VAST/./run.py", line 58, in main
test(model, val_loaders, args.run_cfg)
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/ego4d/VAST/utils/pipeline.py", line 156, in test
eval_log = evaluate_fn(model, test_loader, run_cfg, global_step=0)
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/ego4d/VAST/evaluation/evaluation_mm.py", line 25, in evaluate_mm
val_log = evaluate_single(model, loader, task.split('--')[0], run_cfg, global_step,task.split('--')[1])
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/MIST/envs/vast/lib/python3.9/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
return func(*args, **kwargs)
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/ego4d/VAST/evaluation/evaluation_mm.py", line 46, in evaluate_single
cap_dict = evaluate_cap(model, task, val_loader, run_cfg, global_step, dset_name)
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/MIST/envs/vast/lib/python3.9/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
return func(*args, **kwargs)
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/ego4d/VAST/evaluation/evaluation_mm.py", line 130, in evaluate_cap
for batch in eval_loader:
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/ego4d/VAST/data/loader.py", line 103, in iter
self.preload(loader_it)
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/ego4d/VAST/data/loader.py", line 116, in preload
self.batch = next(it)
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/MIST/envs/vast/lib/python3.9/site-packages/torch/utils/data/dataloader.py", line 633, in next
data = self._next_data()
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/MIST/envs/vast/lib/python3.9/site-packages/torch/utils/data/dataloader.py", line 677, in _next_data
data = self._dataset_fetcher.fetch(index) # may raise StopIteration
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/MIST/envs/vast/lib/python3.9/site-packages/torch/utils/data/_utils/fetch.py", line 51, in fetch
data = [self.dataset[idx] for idx in possibly_batched_index]
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/MIST/envs/vast/lib/python3.9/site-packages/torch/utils/data/_utils/fetch.py", line 51, in
data = [self.dataset[idx] for idx in possibly_batched_index]
File "/media/administrator/1b402ff7-f596-4523-a6fd-4ccdd4432680/ego4d/VAST/data/IndexAnno.py", line 68, in getitem
raw_captions = anno['desc'] if 'desc' in anno else anno['caption']
KeyError: 'caption'

On detailed verification of the code I go to know that the batch is not getting created by the data loader while running it on single gpu mode.Basically it is getting one loader in prefetched loader and not going futher . Can anyone please help me in solving this issue?
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