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CharmingSealion31
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2 Questions, 7 Answers
  Active since 07 April 2023
  Last activity one year ago

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4 × Eureka!
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Hi everyone! First of all, huge thanks to the ClearML team for this wonderful tool. I wish I knew it earlier to use it for my ML/DL projects! I've a question...
one year ago
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Hi everyone! I've a question concerning the integration with Optuna. I've been able to run the hyperparameter optimization sample successfully ( None ), and ...
one year ago
0 Hi Everyone! I'Ve A Question Concerning The Integration With Optuna. I'Ve Been Able To Run The Hyperparameter Optimization Sample Successfully (

For example, when I use this set of hyperparameters:

DiscreteParameterRange('General/activation', values=["relu", "sigmoid"]),
UniformParameterRange('General/dropout_prob', min_value=0.1, max_value=0.2, step_size=0.1),
UniformIntegerParameterRange('General/n_epochs', min_value=5, max_value=15, step_size=5),

and set the total_max_jobs to 223=12, some combinations are not tried and some other are tried multiple times

one year ago
0 Hi Everyone! I'Ve A Question Concerning The Integration With Optuna. I'Ve Been Able To Run The Hyperparameter Optimization Sample Successfully (

Also in the source code of the Python module ( clearml/automation/optuna/optuna.py ) it looks like the behavior of randomly choosing a value between the specified limits is hardcoded. Is there a way to use a smarter/another sampler, like GridSampler for example to try every possible combination?

one year ago
0 Hi Everyone! I'Ve A Question Concerning The Integration With Optuna. I'Ve Been Able To Run The Hyperparameter Optimization Sample Successfully (

Thanks ! Yeah, I finally figured it out by looking a bit more at the source code of the clearml package

one year ago
0 Hello. Somehow When I Add The --Docker_Args Network=Host, The Task Became Failed To Run. Without --Docker_Args Network=Host. The Task Can Run. Anyone Know How To Fix This? Clearml-Task --Project Aaaa --Name Rtmdet-Ins_L_8Xb32-300E_Nitteshu.Py --Script To

You're welcome 🙂
It's certainly because since the string --network=host begins with -- , the argument parser is considering it as an option as well, and not as the value of the previous option ( --docker_args ), so you need to escape it somehow for the parser to understand that you're actually trying to pass the value for the --docker_args option)

one year ago