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Attribute error when using nnictl view [experiment ID] from terminal in WSL.
I cannot view old experiments. When I use the nnictl view command I get an attribute error: raise AttributeError(f'{class_name} does not have field(s) {fields}')
Entire error pasted below.
(.venv) root@anesth-lars:/algorithm_dev/NeuralNetV1# nnictl view k21rd3pf
Traceback (most recent call last):
File "/algorithm_dev/NeuralNetV1/.venv/bin/nnictl", line 8, in
Environment:
- NNI version:
- Training service (local|remote|pai|aml|etc):
- Client OS:
- Server OS (for remote mode only):
- Python version:
- PyTorch/TensorFlow version:
- Is conda/virtualenv/venv used?:
- Is running in Docker?:
Configuration:
- Experiment config (remember to remove secrets!):
- Search space:
Log message:
- nnimanager.log:
- dispatcher.log:
- nnictl stdout and stderr:
How to reproduce it?:
Should add that this problem only occurs when trying to view NAS experiments.... can view HPO experiments just fine.
Also,
here is my experiment set up if name == 'main': base_model = Net()
search_strategy = strategy.RegularizedEvolution(optimize_mode='maximize')
model_evaluator = FunctionalEvaluator(evaluate_model)
exp = RetiariiExperiment(base_model, model_evaluator, [], search_strategy)
exp_config = RetiariiExeConfig('local')
exp_config.training_service.use_active_gpu = True
exp_config.training_service.trial_gpu_number = 1
exp_config.training_service.max_trial_number_per_gpu = 4
exp_config.experiment_name = 'NAS_Search'
exp_config.trial_concurrency = 4
exp_config.max_trial_number = 300
exp_config.execution_engine = 'py'
exp.run(8081)
print('Final Model:')
for model_code in exp.export_top_models(formatter='dict'):
print(model_code)
I did notice that in the Config settings on the web UI it is listed as executionEngine (shown in the image), whereas the error says ExperimentConfig does not have field executionengine. not sure if the difference in capitlization matters.
RetiariiExperiment can't be "viewed" with nnictl view.
What's your intention here? Do you want to inspect a stopped NAS experiment?
Why can't RetiariiExperiment be viewed with nnictl view? The nnictl web UI seems to work just fine when the experiment is running -- how do I get back to the same view after the experiment has completed?
Echoing the views shared above. I want to inspect my completed experiments and dive into the visualizations presented on the screen. Currently I cannot navigate through the UI once experiments have concluded, making it almost useless.
