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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


each subprocess logs one experiment as task

  
  
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

then if there are 100 experiments how it will create 100 tasks?

  
  
Posted 4 years ago

Are you using tensorboard or do you want to log directly to trains ?

  
  
Posted 4 years ago

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

  
  
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

This code gives me the graph that I displayed above

  
  
Posted 4 years ago

no i want all of them in the same experiment

  
  
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 to create a main task for example named as main

  
  
Posted 4 years ago

yes

  
  
Posted 4 years ago

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

  
  
Posted 4 years ago

make sense ?

  
  
Posted 4 years ago

and then log using logger

  
  
Posted 4 years ago

logger.report_scalar("loss-train", "train", iteration=0, value=100)
logger.report_scalar("loss=test", "test", iteration=0, value=200)
notice that the title of the graph is its uniue id, so if you send scalars to with the same "title" they will show on the same graph

  
  
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

And you want all of them to log into the same experiment ? or do you want an experiment per 60sec (i.e. like the scheduler)

  
  
Posted 4 years ago

i mean all 100 experiments in one project

  
  
Posted 4 years ago

but this gives the results in the same graph

  
  
Posted 4 years ago

Sure

  
  
Posted 4 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 4 years ago

and that function creates Task and log them

  
  
Posted 4 years ago

Just so I understand,
scheduler executes main every 60sec
main spins X sub-processes
Each subprocess needs to report scalars ?

  
  
Posted 4 years ago

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

  
  
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

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

  
  
Posted 4 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 4 years ago

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

  
  
Posted 4 years ago

Before this line, call Task.init

  
  
Posted 4 years ago

Is this u meant?

  
  
Posted 4 years ago
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