Comments (5)
the path variable must be unique for the databases, because there can be several databases
from nkululeko.
This suggestion reminds me a bit of a functionality i implemented some time ago (probably doesn't work out-of-the-box any more)
https://github.com/felixbur/nkululeko/blob/main/meta/demos/multiple_exeriments/parse_nkulu.py
from nkululeko.
For now, it is not a big problem since we can run local test without any change. But it is better to keep this issue open for the future.
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@felixbur
There is a discussion in Stackoverflow exactly related to this matter,
https://stackoverflow.com/questions/48538581/argparse-defaults-from-file
But before going further, I have some things in my head now:
- User use INI file to define the config (current behavior, simplest).
- User use command line arguments to override INI file (raised by this issue)
- User use command line arguments without INI file
Having these capabilities will improve the speed of experimenting with Nkululeko. Just use the arrow key from the terminal to recall the last commands (or history/ctrl-z) and edit the command line arguments to experiment with other variables to see their impact.
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so, 2 is also already implemented
by using the nkuluflag module. An example is here
http://blog.syntheticspeech.de/2022/03/28/how-to-run-multiple-experiments-in-one-go-with-nkululeko/
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Related Issues (20)
- show validation loss HOT 1
- Make interface easier
- adding confidence interval HOT 9
- add train test dev method for early stopping HOT 1
- Using GPU as default if it is available
- Error: TypeError: ufunc 'isfinite' not supported for the input types HOT 3
- Support finetuning (with Transformers) HOT 2
- Simplify, organize, and adding error message to tests
- Create python script to automate supported dataset information HOT 1
- Cannot find audio file if audio_path is given and abolute_path is True
- MLP model didn't report the best model but last epoch
- Option to overwrite (no_reuse) experiment directory HOT 2
- Montecarlo dropout HOT 2
- plot summaries on runs
- Change development and GH action to use python3.9 HOT 2
- Activate GH discussion HOT 1
- processed_results.csv is written in directory, where Python is executed and not in the specified results folder HOT 4
- Feature request: number of jobs/workers for 'classic' modelling HOT 4
- BUG: demo module return nan for model other than wav2vec2 variants in finetuning HOT 1
- Feature request: save plots in several different formats HOT 6
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