clearml

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let’s add second catboost model training to [catboost_example.py](https://github.com/allegroai/clearml/blob/master/examples/frameworks/catboost/catboost_example.py): ``` ... catboost_model = CatBoostRegressor(iterations=iterations, verbose=False) catboost_model2 = CatBoostRegressor(iterations=iterations+200, verbose=False) ... catboost_model.fit(train_pool, eval_set=test_pool, verbose=True, plot=False, save_snapshot=True) catboost_model2.fit(train_pool, eval_set=test_pool, verbose=True, plot=False, save_snapshot=True) ......

dev-rinchin

scalars sometimes not reported - only with sleep, flush

3

Thank you for helping us making ClearML better! ## Describe the bug Some scalars won't appear on https://app.clear.ml/projects after a training for some reason. When running trainings after each other,...

gorogm

Overall view on results using better comparison of tables

3

## Proposal Summary I would like to compare the tables of the experiments (t01, t02, etc.) similarly to the way in the screenshot. It includes: - merging tables for several...

VeronikaPolakova

mark_completed() causes kernel to die

3

Thank you for helping us making ClearML better! ## Describe the bug task.mark_completed() causes the kernel (in .ipynb and .py without as well) to die task.close() works better - kernel...

gorogm

Cannot use relative path for local folder with contents having same exact same name as folder in Storagemanager.upload_folder()

2

Line 246 `args=(str(path), str(path).replace(local_folder, remote_url))` in this [file](https://github.com/allegroai/clearml/blob/master/clearml/storage/manager.py) doesn't support usage of relative path for local folder with contents having _exact same name as folder_. This example will fail: ```...

janesenaj42

Subsections under "artifacts" tab

4

## Describe the bug I see the output models from training are stored under the "OUTPUT MODELS" section in artifacts tab, and if I do upload other artifacts using `.upload_artifact()`...

jomariya23156

Can Hyperparameter Tuning done on local server?

1

## Proposal Summary Just to be curious about the fact if the hyperparameter can be done on the local server? ## Motivation checked the documents, but not much discussions on...

PaulZhangIsing

Thank you for helping us making ClearML better! ## Describe the bug Use of the monitor_models param on a pipeline component to copy a model up to the pipeline task...

tonyd

Segmentation Fault after 2 line integration

4

Thank you for helping us making ClearML better! ## Describe the bug After adding clearml and clearml.task, I run the code as per-normal, and it happens to be like ...

PaulZhangIsing

Client-side hash calculation does not guarantee data consistency

1

Hi. I found that the artifact's hash is calculated on the client side (https://github.com/allegroai/clearml/blob/90854fa4a516fcb38ea0a5ec23894c5a3b6bbc4f/clearml/binding/artifacts.py#L743), and the server does not validate it. It may lead to inconsistency for stored file and...

kokamido