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Comments (9)

MattiasM80 avatar MattiasM80 commented on August 19, 2024 1

It appears that the GPU card was not utilized. I updated drivers to CUDA 9.
Will update on progress.

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MattiasM80 avatar MattiasM80 commented on August 19, 2024 1

Hi again,
Code runs and reproduces the results of the paper.
Tensorboard works also as expected. I suffered from some server limitations that only gave me partial access. Once I access the tensorboard server from the same machine that runs the tensorboard server the visualizations in the browser works excellent.

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RuiShu avatar RuiShu commented on August 19, 2024

If the folder is empty, then it sounds like either VADA failed to run or failed to save. Check the tensorboard log to see if the model ran at all. To debug VADA, run

python run_dirtt.py --datadir data --run 999 --src mnist --trg svhn --dirt 0

this will print a progress bar.

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MattiasM80 avatar MattiasM80 commented on August 19, 2024

Thanks. I did try with Tensorboard, but when I call it the Tensorboard server reports:
W0617 03:47:00.925464 Thread-7 program.py:292] 'EPIPE caused by 9.123.345.567:59010 in HTTP serving
Any clue what could have caused that?

Running with the argument '--run 999' does indeed show a progress bar
image

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MattiasM80 avatar MattiasM80 commented on August 19, 2024

I now see this displayed:
image
but yet nothing is written to the filesystem (except for the creation of an empty folder in the checkpoints dir and the logs dir with a single file events.out.tfevents.1529260382.dccxc205).

My user has write permissions to all subfolders of "dirt-t".

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RuiShu avatar RuiShu commented on August 19, 2024

It sounds like it's running just fine? It takes a few hours for VADA to run to completion on a 1080Ti.

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MattiasM80 avatar MattiasM80 commented on August 19, 2024

How often is the code generating a checkpoint?
At what frequency is the log written?
Where in the code are the two above configured?

I'm using a K80 (which is weaker than the 1080Ti), and indeed the program is still running seemingly fine. Yet after running the whole night, I'd expected that some results would have been stored to disk. Was that a incorrect assumption perhaps?

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RuiShu avatar RuiShu commented on August 19, 2024

Those configs are available in train.py. Based on your screenshot, it seems like you only went through 2054 mini-batch updates after a whole night; that sounds pretty slow. Training completes after 80k updates.

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RuiShu avatar RuiShu commented on August 19, 2024

I'm a bit puzzled by what you described. Have you used tensorboard before?

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