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RattyBat71
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1 Question, 1 Answer
  Active since 14 January 2023
  Last activity one year ago

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Eureka!
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Hi All. I Am Wondering How People Tend To Use Clearml With Cross-Validation. Do You Tend To Create Separate Experiments For Each Fold? And If So, Would You Then Create Another Experiment For The Aggregated Results?
Hi All. I am wondering how people tend to use ClearML with cross-validation. Do you tend to create separate experiments for each fold? and if so, would you t...
one year ago
0 Hi All. I Am Wondering How People Tend To Use Clearml With Cross-Validation. Do You Tend To Create Separate Experiments For Each Fold? And If So, Would You Then Create Another Experiment For The Aggregated Results?

Thanks AgitatedDove14 . I am not using ClearML for scheduling/execution at this stage. I am evaluating ClearML for adding reporting to our current workflow. We have existing (parallelised) code for cross-validating models and I am playing with how best to log training/testing to ClearML. One thought is to initialise a new clearML task in each fold to capture the iteration-level metrics, and then create another task/experiment at the end to capture the aggregated metrics across folds. Alt...

one year ago