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Answered
, This Is A Great Tool For Visualizing All Your Experiments. I Wanted To Know That When I Am Logging Scalar Plots With Title As Train Loss And Test Loss They Are Getting Diplayed As Train Loss And Test Loss In The Scalar Tab. I Wanted That The Title Shoul

@<1523701205467926528:profile|AgitatedDove14> , this is a great tool for visualizing all your experiments. I wanted to know that when I am logging scalar plots with title as train loss and test loss they are getting diplayed as train loss and test loss in the scalar tab.
I wanted that the title should be loss and under that I should get these two differnet graphs train loss and test loss. Is this possible?
image

  
  
Posted 4 years ago
Votes Newest

Answers 68


See on line 212 I am calling one function "combined" with some arguments

  
  
Posted 4 years ago

I didn't got it.

  
  
Posted 4 years ago

Just call the Task.init before you create the subprocess, that's it 🙂 they will all automatically log to the same Task. You can also call the Task.init again from within the subprocess task, it will not create a new experiment but use the main process experiment.

  
  
Posted 4 years ago

I will share my script u can see it what I am doing

  
  
Posted 4 years ago

You can do:
task = Task.get_task(task_id='uuid_of_experiment')
task.get_logger().report_scalar(...)

Now the only question is who will create the initial Task, so that the others can report to it. Do you have like a "master" process ?

  
  
Posted 4 years ago

but what is happening is it is creating new task under same project with same task name

  
  
Posted 4 years ago

and it should log it into the same task and same project

  
  
Posted 4 years ago

now after 1st iteration is completed then after 5 minutes my script runs automatically and then again it logs into trains server

  
  
Posted 4 years ago

so what I have done is rather than reading sequentially I am reading those experiments through multiprocessing and for each experiment I am creating new task with specified project_name and task_name

  
  
Posted 4 years ago

I have 100 experiments and I have to log them and update those experiments every 5 minutes

  
  
Posted 4 years ago

Sure

  
  
Posted 4 years ago

I have one more question?

  
  
Posted 4 years ago

okay, Thanks @<1523701205467926528:profile|AgitatedDove14> for the help.

  
  
Posted 4 years ago

Can my request be made as new feature so that we can tag same type of graphs under one main tag

Sure, open a Git Issue :)

  
  
Posted 4 years ago

You can always click on the name of the series and remove it for display.
Why would you need three graphs?

  
  
Posted 4 years ago

"validate

  
  
Posted 4 years ago

and under that there will be three graphs with title as train test and loss

  
  
Posted 4 years ago

its like main title will be loss

  
  
Posted 4 years ago

What do you mean by "tag" / "sub-tags"?

  
  
Posted 4 years ago

so, like if validation loss appears then there will be three sub-tags under one main tag loss

  
  
Posted 4 years ago

Can my request be made as new feature so that we can tag same type of graphs under one main tag

  
  
Posted 4 years ago

@<1523720500038078464:profile|MotionlessSeagull22> you cannot have two graphs with the same title, the left side panel presents graph titles. That means that you cannot have a title=loss series=train & title=loss series=test on two diff graphs, they will always be displayed on the same graph.
That said, when comparing experiments, all graph pairs (i.e. title+series) will be displayed as a single graph, where the diff series are the experiments.

  
  
Posted 4 years ago

yes But i want two graphs with title as train loss and test loss and they should be under main category "loss"

  
  
Posted 4 years ago

This code will give you one graph titled "loss" with two series: (1) trains (2) loss

  
  
Posted 4 years ago

This code gives me the graph that I displayed above

  
  
Posted 4 years ago

make sense ?

  
  
Posted 4 years ago

logger.report_scalar(title="loss", series="train", iteration=0, value=100)
logger.report_scalar(title="loss", series="test", iteration=0, value=200)

  
  
Posted 4 years ago

In the side bar you get the title of the graphs, then when you click on them you can see the diff series on the graphs themselves

  
  
Posted 4 years ago

so I want loss should be my main title and I want two different graphs of train and test loss under that loss

  
  
Posted 4 years ago

Like here in the sidebar I am getting three different plots named as loss, train_loss and test_loss

  
  
Posted 4 years ago
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