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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


like if u see in above image my project name is abcd18 and under that there are experiments Experiment1, Experiment2 etc.

  
  
Posted 5 years ago

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

  
  
Posted 5 years ago

No. since you are using Pool. there is no need to call task init again. Just call it once before you create the Pool, then when you want to use it, just do task = Task.current_task()

  
  
Posted 5 years ago

so , it will create a task when i will run it first time

  
  
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

Is this u meant?

  
  
Posted 5 years ago

Hi @<1523701205467926528:profile|AgitatedDove14> , I wanted to ask you something. Is it possible that we can talk over voice somewhere so that I can explain my problem better?

  
  
Posted 5 years ago

image

  
  
Posted 5 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 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

Before this line, call Task.init

  
  
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

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

and then log using logger

  
  
Posted 5 years ago

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

  
  
Posted 5 years ago

i mean all 100 experiments in one project

  
  
Posted 5 years ago

no i want all of them in the same experiment

  
  
Posted 5 years ago

Oh I got it.

  
  
Posted 5 years ago

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

  
  
Posted 5 years ago

So you want these two on two different graphs ?

  
  
Posted 5 years ago

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

  
  
Posted 5 years ago

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

  
  
Posted 5 years ago

its like main title will be loss

  
  
Posted 5 years ago

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

  
  
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

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

  
  
Posted 5 years ago

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

  
  
Posted 5 years ago

If you one each "main" process as a single experiment, just don't call Task.init in the scheduler

  
  
Posted 5 years ago

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

  
  
Posted 5 years ago

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

  
  
Posted 5 years ago
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