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DepressedChimpanzee34
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24 Questions, 215 Answers
  Active since 10 January 2023
  Last activity one year ago

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195 × Eureka!
0 Votes
28 Answers
533 Views
0 Votes 28 Answers 533 Views
I have a question regarding "imitating" an agent pulling some task for debugging purposes I am trying to do something like: Creating a task on the server tas...
2 years ago
0 Votes
3 Answers
556 Views
0 Votes 3 Answers 556 Views
2 years ago
0 Votes
2 Answers
490 Views
0 Votes 2 Answers 490 Views
Is there a way to compare experiments across projects?
2 years ago
0 Votes
30 Answers
563 Views
0 Votes 30 Answers 563 Views
Hi All, I'm trying to use the relatively new jupyter preview feature but for some reason I have the notebook artifact under artifacts but the preview is unav...
2 years ago
0 Votes
3 Answers
507 Views
0 Votes 3 Answers 507 Views
Hi people, are there any other good options to view a csv table on the ClearML UI other then the artifacts preview?
3 years ago
0 Votes
14 Answers
549 Views
0 Votes 14 Answers 549 Views
Hi clearml people, I am trying to figure out if plotly animations are supported? I can see that I can report an animation figure and get the Play/Stop button...
3 years ago
0 Votes
2 Answers
614 Views
0 Votes 2 Answers 614 Views
Hi all, I'm getting this "ERROR - Action failed <500/100: events.add_batch/v1.0" in my task log, can any one help diagnose \ solve this issue? what does it a...
2 years ago
0 Votes
5 Answers
543 Views
0 Votes 5 Answers 543 Views
Hi all, I'm looking for an easy clean way to check if the code is executed by a ClearML agent programatically, any suggestions?
2 years ago
0 Votes
30 Answers
505 Views
0 Votes 30 Answers 505 Views
2 years ago
0 Votes
6 Answers
498 Views
0 Votes 6 Answers 498 Views
UI Suggestion #2: Pain point : Trying to select a subset of experiments which are relevant for some comparison \ analysis can be an iterative process. If you...
2 years ago
0 Votes
13 Answers
505 Views
0 Votes 13 Answers 505 Views
3 years ago
0 Votes
7 Answers
639 Views
0 Votes 7 Answers 639 Views
Hi all, I'm updating my code to use hydra, and facing an issue: when I try to init a task in offline mode I'me getting the following: ValueError: Multiple co...
2 years ago
0 Votes
11 Answers
519 Views
0 Votes 11 Answers 519 Views
Hi all, is there documentation \ example describing how does ClearML works with hydra?
2 years ago
0 Votes
9 Answers
498 Views
0 Votes 9 Answers 498 Views
2 years ago
0 Votes
12 Answers
548 Views
0 Votes 12 Answers 548 Views
Web server UI bug? when trying to extend the width of a column in the experiments table, if you try to extend it more then the width of the column to the rig...
2 years ago
0 Votes
28 Answers
576 Views
0 Votes 28 Answers 576 Views
2 years ago
0 Votes
17 Answers
481 Views
0 Votes 17 Answers 481 Views
I have another small technical question, I am trying to see the workers status programatically using the folowing: from clearml.backend_api.session.client im...
2 years ago
0 Votes
30 Answers
474 Views
0 Votes 30 Answers 474 Views
Hi all, is there an easy way to ping the server programatically? I'm just trying to see what is the default server that is set, and is it responsive
2 years ago
0 Votes
15 Answers
509 Views
0 Votes 15 Answers 509 Views
Hi I came across some inconsistency in the iteration reporting in the ClearML with pytorch-lightning when calling trainer.fit multiple times, before I dive i...
3 years ago
0 Votes
15 Answers
453 Views
0 Votes 15 Answers 453 Views
Hi, is there a concept of an agent taking more then one job?
2 years ago
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24 Answers
472 Views
0 Votes 24 Answers 472 Views
2 years ago
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30 Answers
440 Views
0 Votes 30 Answers 440 Views
Hi all, I have an issue with the way hyper parameters are logged under configuration, the values that are stored seem to add unnecessary escape characters to...
2 years ago
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13 Answers
511 Views
0 Votes 13 Answers 511 Views
2 years ago
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10 Answers
492 Views
0 Votes 10 Answers 492 Views
UI suggestion: Pain point : When viewing a task configuration tab, given a "complex" configuration with many entries, it takes some effort to scroll through ...
2 years ago
0 Hi All, I Am Trying To Execute Somewhat Custom Hpo Scheme With Clearml. I Would Want That A Single Running Python Script Will Be Able To Sample The Optimizer, Init A Task And Report The Result Multiple Times. I Didn'T Find Anything Similar In The Docs Or

something like in the example I shared
<Machine 1> #Init Optimizer <Machine 2> **heavy one time Common Initialization** while True: #sample Optimizer # init task # Execute Something # report results <Machine i> **heavy one time Common Initialization** while True: #sample **same** Optimizer # init task # Execute Something # report results

2 years ago
0 Hi All, I Am Trying To Execute Somewhat Custom Hpo Scheme With Clearml. I Would Want That A Single Running Python Script Will Be Able To Sample The Optimizer, Init A Task And Report The Result Multiple Times. I Didn'T Find Anything Similar In The Docs Or

Another option is to pull Tasks from a dedicated queue and use the LocalClearMLJob to spwan themThis sounds like it can work. we are talking about something like:
` #<Machine 1>
#Init Optimizer with some dedicated queue
<Machine 2>
heavy one time Common Initialization
while True:
# sample queue
# enqueue with LocalClearMLJob
# Execute Something
# report results
<Machine i>
heavy one time Common Initialization
while True:
# sample same queue
# enqueue wi...

2 years ago
0 Hi All, I Am Trying To Execute Somewhat Custom Hpo Scheme With Clearml. I Would Want That A Single Running Python Script Will Be Able To Sample The Optimizer, Init A Task And Report The Result Multiple Times. I Didn'T Find Anything Similar In The Docs Or

What do you mean by "pull and report multiple trials" ? Spawn multiple processes with different parameters ?Lets say you are doing bayesian sampling of some parameter with your optimizer, that means the next sample will be a function of previous samples. And all of this is contained in the optimizer state (in the optuna optimizer case in the study object). So to have an option to run some optimization in the way described in the example the communication with the optimizer task should hav...

2 years ago
2 years ago
0 A Suggestion. Sometimes Newcomers That Join An Existing Project That Uses Clearml Forget To Configure Their Clearml For The Organization'S Server Resulting In Them Launching Experiments To The Public Cloud Possibly With Sensitive Data - I Think That If Y

AgitatedDove14 , well.. having the demo server by default lowers the effort threshold for trying ClearML and getting convinced it can deliver what it promises, and maybe test some simple custom use cases. I don't know what are the behind the scenes considerations in terms of costs of keeping the demo server running, but even having a leaner version where you limit the duration in which the experiment records are deleted after a week or few days sounds useful to me

2 years ago
0 A Suggestion. Sometimes Newcomers That Join An Existing Project That Uses Clearml Forget To Configure Their Clearml For The Organization'S Server Resulting In Them Launching Experiments To The Public Cloud Possibly With Sensitive Data - I Think That If Y

AgitatedDove14 , mostly out of curiosity, what is the motivation behind introducing this as an environment variable knob rather then a flag with some default in Task.init?

2 years ago
2 years ago
0 Hi All, I Am Getting A Bunch Of This Kind Of Log Messages "Clearml.Storage - Info - Starting Upload: /Tmp/.Clearml.Upload_Model_6Ou50Pb1.Tmp =>" I Am Pretty Sure They Happen As A Part Of The Model Initialization About 10 Of Those, My Guess Is That Every T

Hi AgitatedDove14 , I am not uploading anything explicitly, and when I look at the UI Models tab I can only see the regular "{Project Name} - epoch={#}" and in addition "{Project Name} - {project_id}" so I am not sure what is really uploaded.. from the name of it it sounds like model weights and buffers (non-trainable)

3 years ago
0 I Have A Question Regarding "Imitating" An Agent Pulling Some Task For Debugging Purposes I Am Trying To Do Something Like: Creating A Task On The Server

for keys that are present in both the remote and local configuration the expected behavior is that the remote overrides the local, that what happens in my agent runs

2 years ago
0 I Have A Question Regarding "Imitating" An Agent Pulling Some Task For Debugging Purposes I Am Trying To Do Something Like: Creating A Task On The Server

CostlyOstrich36 , I am trying to get the config values as in the example:
task.connect(test_config)I expect that the returned connected dict will override existing keys the local dict with matching keys from the remote task dict
the config I'm talking about is the General section in the Hyper-Parameters under the configuration tab

2 years ago
0 I Have A Question Regarding "Imitating" An Agent Pulling Some Task For Debugging Purposes I Am Trying To Do Something Like: Creating A Task On The Server

I am trying to mimic an agent pulling a task, and while running it syncing some custom configuration dict I have according to the task configuration (overriding the defaults)

2 years ago
0 We Are Facing Performance Issues Of Our Self-Hosted Clearml Server Looking At The Cpu Utilization \ Memory \ Networking We Couldn'T Identify A Bottleneck We Are At The Moment Using ~100 Workers For Some Hpo, And The Main Performance Issues We Observe Are

we have 8 core 16 gb ram, API server uses uses 1 core 100% and everything else seem to be in low utilization. it is a standard installation. how can we change the number of internal API server handler processes??

2 years ago
0 I Have A Question Regarding "Imitating" An Agent Pulling Some Task For Debugging Purposes I Am Trying To Do Something Like: Creating A Task On The Server

TimelyPenguin76 , I generate it manually , clone some task -> adjust config -> enqueue
then when the agent pulls it I get the following behavior
remote_dict = task.connect(local_dict) # matching keys are overridden from remote configwhich I can't reproduce as I described above

2 years ago
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