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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 5 years ago
Votes Newest

Answers 68


and that function creates Task and log them

  
  
Posted 5 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 5 years ago

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

  
  
Posted 5 years ago

so, if I call Task.init() before that line there is no need of calling Task.init() on line number 92

  
  
Posted 5 years ago

then my combined function create a sub task using Task.create(task_name=exp_name)

  
  
Posted 5 years ago

but this gives the results in the same graph

  
  
Posted 5 years ago

@<1523701205467926528:profile|AgitatedDove14> I want to log directly to trains using logger.report_scalar

  
  
Posted 5 years ago

Sure

  
  
Posted 5 years ago

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

  
  
Posted 5 years ago

It will not create another 100 tasks, they will all use the main Task. Think of it as they "inherit" it from the main process. If the main process never created a task (i.e. no call to Tasl.init) then they will create their own tasks (i.e. each one will create its own task and you will end up with 100 tasks)

  
  
Posted 5 years ago

Oh I got it.

  
  
Posted 5 years ago

image

  
  
Posted 5 years ago

Sure @<1523720500038078464:profile|MotionlessSeagull22> DM me 🙂

  
  
Posted 5 years ago

like in the above picture

  
  
Posted 5 years ago

"validate

  
  
Posted 5 years ago

each subprocess logs one experiment as task

  
  
Posted 5 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 5 years ago

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

  
  
Posted 5 years ago

make sense ?

  
  
Posted 5 years ago

main will initialize parent task and then my multiprocessing occurs which call combined function with parameters as project_name and exp_name

  
  
Posted 5 years ago

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

  
  
Posted 5 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 5 years ago

So you want these two on two different graphs ?

  
  
Posted 5 years ago

image

  
  
Posted 5 years ago

I have to create a main task for example named as main

  
  
Posted 5 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 5 years ago

what changes should I make here?

  
  
Posted 5 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 5 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 5 years ago

Is this u meant?

  
  
Posted 5 years ago
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