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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


its like main title will be loss

  
  
Posted 5 years ago

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

  
  
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

Create one experiment (I guess in the scheduler)
task = Task.init('test', 'one big experiment')
Then make sure the the scheduler creates the "main" process as subprocess, basically the default behavior)
Then the sub process can call Task.init and it will get the scheduler Task (i.e. it will not create a new task). Just make sure they all call Task init with the same task name and the same project name.

  
  
Posted 5 years ago

and then log using logger

  
  
Posted 5 years ago

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

  
  
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

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

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

  
  
Posted 5 years ago

This code gives me the graph that I displayed above

  
  
Posted 5 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 5 years ago

So you want these two on two different graphs ?

  
  
Posted 5 years ago

image

  
  
Posted 5 years ago

like in the sidebar there should be a title called "loss" and under that two different plots should be there named as "train_loss" and "test_loss"

  
  
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

  
  
Posted 5 years ago

Before this line, call Task.init

  
  
Posted 5 years ago

like in the above picture

  
  
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

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

  
  
Posted 5 years ago

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

  
  
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 one more question?

  
  
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

"validate

  
  
Posted 5 years ago

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

  
  
Posted 5 years ago

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

  
  
Posted 5 years ago

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

  
  
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

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

  
  
Posted 5 years ago

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
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