Error with Neptune Setup in 'train_egoaggregate.py': NeptuneObserver Not Defined"

[hudaAlamri]

Hello, thank you for your excellent work! I have a question regarding the Neptune setup. I've created an account and obtained my credentials. However, when I attempt to run train_egoaggregate, I encounter the following error:

Exception has occurred: NameError
name 'NeptuneObserver' is not defined
File "/hier_VLA/run/train_egoaggregate.py", line 210, in <module>
ex.observers.append(NeptuneObserver(
NameError: name 'NeptuneObserver' is not defined

Thank you for your assistance!

[thechargedneutron]

I don't see this line ex.observers.append(NeptuneObserver( in our codebase. Can you point out the line where the error is happening in this codebase? Line 210 https://github.com/facebookresearch/HierVL/blob/998a8527ed6a3306e031ee73ed81978db6e99861/trainer/trainer_egoaggregate.py#L210 seems to be something different.

[hudaAlamri]

The line is in : run/train_egoaggregate.py here

[thechargedneutron]

Did you try running with "neptune": false in the config? I did not use neptune in my project and have no experience using it.

[thechargedneutron]

Searching it up says you can import it by using from neptune.integrations.sacred import NeptuneObserver. Can you try this?

[hudaAlamri]

That's correct, I did that and updated the code as follows:

 if config['trainer']['neptune']: 
        # delete this error if you have added your own neptune credentials neptune.ai
        #raise ValueError('Neptune credentials not set up yet.')
        from neptune.integrations.sacred import NeptuneObserver
        import neptune
        run = neptune.init_run( api_token=API_TOKEN,
            project=PROJECT_NAME)
        ex.observers.append(NeptuneObserver(run=run))
        ex.run()

executing this code created another error:

Exception has occurred: MissingConfigError run is missing value(s): ['config', 'args'] File "hiervl/run/train_egoaggregate.py", line 226, in ex.run() sacred.utils.MissingConfigError: run is missing value(s): ['config', 'args']

and changing ex.run() to

ex.run(config,args)

results in the following error:

'Namespace' object has no attribute 'keys' File "hiervl/run/train_egoaggregate.py", line 226, in ex.run(config, args) AttributeError: 'Namespace' object has no attribute 'keys'

[thechargedneutron]

Unfortunately, I have not used neptune for my experiments and I do not have the setup to debug it with neptune. The codebase is based on FronzenInTime (https://github.com/m-bain/frozen-in-time) and they discuss about using neptune in theire README. Feel free to see the instructions there and try their code to see if your neptune setup is correct.