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AgitatedDove14
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48 Questions, 8051 Answers
  Active since 10 January 2023
  Last activity 7 months ago

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25 × Eureka!
0 I Have A Set Up An Agent, On A Gpu Machine, And Spun Up The Daemon In Docker Moder, And Specifically Specified A Gpu That It Will Work With. The Image Is Okay And I Verified That By Running

that is because my own machine has 10.2 (not the docker, the machine the agent is on)

No that has nothing to do with it, the CUDA is inside the container. I'm referring to this image https://allegroai-trains.slack.com/archives/CTK20V944/p1593440299094400?thread_ts=1593437149.089400&cid=CTK20V944
Assuming this is the output from your code running inside the docker , it points to cuda version 10.2
Am I missing something ?

4 years ago
0 Hi, Does Anyone Use Mlflow / Weight & Biases /

Nice debugging experience

Kudos on the work !
BTW, I feel weird to add an issue on their github, but someone should, this generic setup will break all sorts of things ...

4 years ago
0 Hey! I Have My Custom Model, That Uses Models From Populars Frameworks Inside, Such As Lgbm, Catboost Etc. Also It Have Multiple Instances Of One Models Of One Framework.

Oh, so is it a bug and you should have seen two series on each graph? (I think it is... not sure how to actually name the second instance other than running number)

2 years ago
0 Hi All, I Am Having An Issue With Clearml Scheduler Where It Doesn'T Reuse The Task As I Would Expected. I Have Raised

I don't want a new task every 5 minutes as that will create a lot of tasks over a day. It would be better if I had just one task.

Oh you mean the Task that will be launched will override the previous "instance", correct ?

one year ago
0 Hi, Love What You Guys Did With The New Datasets! I Need Some Help Though. I Assume There Will Be A No-Code Way To Do This, Maybe Not Now But In The Future. But Anyway, I Have Three Different Datasets, And I Want To Create A Merged Version Of All Three Of

but can it NOT use /tmp for this i’m merging about 100GB

You mean to configure your Temp folder for when squashing ?
you can do hack the following:
` import tempfile
tempfile.tempdir = "/my/new/temp"

Dataset squash

tempfile.tempdir = None `But regradless I think this is worth a GitHub issue with feature request, to set the temp folder///

2 years ago
0 Hey Folks, When I Run

This port is odd, it should be 8008
8015

3 years ago
0 Hi! I'M Using Func

ExcitedSeaurchin87 I took a quick look, dude this is awesome!!! Thank you 🤩

2 years ago
0 Hello Community! Is There An Option To Only Download A Part Of A Dataset With .Get_Local_Copy()? I Imagine Something Like This, But I Can'T Find The Right Way To Do It.

BitterLeopard33

How to create a parent-child Dataset with a same dataset_id and only access the child?

Dataset ID is unique, the child will have a different UID. The name of the Dataset can the the same though.
Specifically to create a child Dataset:
https://clear.ml/docs/latest/docs/clearml_data#datasetcreate
child = Dataset.create(..., parent_datasets=['parent_datast_id'])

Are there any ways to access the parent dataset(assuming its large and i dont want to download it)
...

3 years ago
0 Hey Guys, Is There A Ready Script That Can Delete All Models From S3 (Or Other Storage) That Are Related To Deleted Or Archived Experiments?

what if for some old tasks I get WARNING:root:Could not delete Task ID=a0908784a2a942c3812f947ec1f32c9f, 'Task' object has no attribute 'delete'? What's the best way of cleaning them?

This seems like an old SDK no?

3 years ago
0 I'M Trying To Configure The Glue Agent To Use Aws Ecr Via Helm Charts. Below Is My Configuration. It Is Not Pulling The Image Though, It Is Failing With

Shouldn't this be a real value and not a template

you mean value being pulled to the pod that failed ?

2 years ago
0 Hi All! I Have A Couple Of Things That Are Not Completely Clear To Me, Hope You Can Help Me To Sort Them Out.

OutrageousGrasshopper93 could you send an example of the two links from the artifacts (one local one remote) ?

4 years ago
0 Is There Any Example Showing How To Work With Nested Pipelines? In My Case I Have Several Functions Decorated With

I mean to use a function decorated with 

PipelineDecorator.pipeline

 inside another pipeline decorated in the same way.

Ohh... so would it make sense to add "helper_functions" so that a function will be available in the step's context ?
Or maybe we need a new to support "standalone" decorator?! Currently to actually "launch" the function step, you have to call it from the "pipeline" main logic function, but, at least in theory, one could do without the Pipeline itself.....

3 years ago
0 When I Try To Create Experiment In The Ui All I See Is This Dialogue

seems like I'm passing in my own docker image which is then used at run time?

You are passing the Default docker image, if the Task does not list a specific docker image it will use the one you passed.
Yes this is "docker mode" (in venv mode no dockers are used, it just creates a new venv per experiment and installs everything inside the venv)

2 years ago
0 Hi, I Am Having Trouble With Comparing Plotly Plots From Different Experiments. The Plots, When You Look At Them Within One Experiment Look Fine (Attaching Screenshot), However Once You Try To Compare Plots From Two Experiments There Are Few Problems:

Hi @<1566596960691949568:profile|UpsetWalrus59>
Could it be the two experiments have the exact name ?
(I sounds like a bug in the UI, but I'm trying to make sure, and also understand how to reproduce)
What's your clearml-server version ?

one year ago
0 Hi Everyone! Is Anybody Using Log-Scale Parameter Ranges For Hyper-Parameter Optimization? It Seems That There Is A Bug In The Hpbandster Module. I'M Getting Negative Learning Rates..

` from clearml.automation.parameters import LogUniformParameterRange
sampler = LogUniformParameterRange(name='test', min_value=-3.0, max_value=1.0, step_size=0.5)
sampler.to_list()

Out[2]:
[{'test': 1.0},
{'test': 3.1622776601683795},
{'test': 10.0},
{'test': 31.622776601683793},
{'test': 100.0},
{'test': 316.22776601683796},
{'test': 1000.0},
{'test': 3162.2776601683795}] `

2 years ago
0 Hi Team, Could We Just Share The Entire Project Instead Of Workspace ? I Tried Sharing With Link Of Particular Task But I Want To Share Entire Project Instead Of Every Tasks

Unfortunately this sounds a classic case of RBAC (role based access control), and only the enterprise version has that feature (I think there is a contact us button on the website for those queries).
The easiest way to support the use case you describe is to share on a Task level 😞

one year ago
0 Hi, There! After Running A Task In Clearml, How Can I Use The Api To Get The Best Performing Output Model For That Task? I Came Across This

Hi @<1614069770586427392:profile|FlutteringFrog26>
So since you have the Task id. you do:

task = Task.get_task("task id here")

Then to get the models

models = task.models["output]

the models is a list And a dict, if you want the lats one you do last_model = models[-1] if you know the best model name you do model = models["best model"] (notice the model name is the exact one you see in the UI. Once you have the model object you can get a copy with `model.get_lo...

one year ago
0 Is There A Way To Set The Name/Path Of The

And is "requirements-dev.txt" in your git root folder?
What is your clearml-agent version?

11 months ago
0 Hi, Clearml Stores Models In The Following Format:

Is it possible to change this format ?

not really the path itself is set to be unique.
That said you can upload the model manually with StorageManager.upload_file then register it with Model.import_model
None
None
wdyt?

one year ago
0 Hey Everyone

when u say use 

Task.current_task()

 you for logging? which i’m guessing that the fastai binding should do right?

right, this is a fancy way to say, make sure the actual sub-process is initializing ClearML so all the automagic kicks in, since this is not "forked" but a whole new process, calling Task.current_task is the equivalent of calling Task.init with the same arguments (which you can also do, I'm not sure which one is more straight forward, wdyt?)

2 years ago
0 Hi! I'M Using Func

. Could you clarify the question for me, please?
...
Could you please point me to the piece of ClearML code related to the downloading process?

I think I mean this part:
https://github.com/allegroai/clearml/blob/e3547cd89770c6d73f92d9a05696018957c3fd62/clearml/datasets/dataset.py#L2134

2 years ago
0 Hi, When Trying To Use A Remote Agent To Train A Model, The Initial Environment Setup On The Remote Machine Fails Because The List Of Requirements Located In /Tmp/Cached-Reqsaw90Argk.Txt Contains A Link To An Aarch64 Wheel:

Hi TroubledJellyfish71
What do you have listed on the Task's execution "installed packages" section ? (of the original Task) ?
How did it end up with an http link of pytorch ?
Usually it would be torch==1.11 ...
EDIT:
I'm assuming the original Task was executed on a Mac M1, what are you getting when calling pip freeze ?
And where is the agent running ? (and is it venv or docker mode?)

2 years ago
0 Hi, Is There Any Way To Get Experiment Debug Images Programmatically?

That said, it might be different backend, I'll test with the demoserver

4 years ago
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