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GhastlySeaurchin98
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3 Questions, 8 Answers
  Active since 01 March 2023
  Last activity one year ago

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8 × Eureka!
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hello everyone! we have just finished the build of our first complex project with ClearML and its amazing so first of all thanks to all the contributors!
one year ago
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Hello community 👋 Does anyone have experience with Optuna parameter constraints? I've only found this in the documentation but its not really what I am look...
one year ago
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12 Answers
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During our first large hyperpameter run, we have noticed that there are some tasks that get aborted with the following console log: User aborted: stopping ta...
one year ago
0 During Our First Large Hyperpameter Run, We Have Noticed That There Are Some Tasks That Get Aborted With The Following Console Log:

@<1523701205467926528:profile|AgitatedDove14> yeah, just checked my code and here's a snippet which uses EarlyStopping :

        history = regressor.fit(
            x=train_generator,
            validation_data=test_generator,
            epochs=epochs,
            callbacks=[
                board,
                LearningRateScheduler(scheduler),
                EarlyStopping(monitor="loss", patience=20, restore_best_weights=True),
            ],
        )

But does it mean ...

one year ago
0 During Our First Large Hyperpameter Run, We Have Noticed That There Are Some Tasks That Get Aborted With The Following Console Log:

@<1523701070390366208:profile|CostlyOstrich36> thanks for your insight. then we will probably check Optuna's code and see if we can eliminate this behaviour, if not we are gonna rethink our workflow

one year ago
0 During Our First Large Hyperpameter Run, We Have Noticed That There Are Some Tasks That Get Aborted With The Following Console Log:

@<1523701070390366208:profile|CostlyOstrich36> yeah then we are definately on self-hosted.

one year ago
0 During Our First Large Hyperpameter Run, We Have Noticed That There Are Some Tasks That Get Aborted With The Following Console Log:

we are running it locally on a self hosted server with a single 3080Ti. ClearML server and worker is on the same machine

one year ago