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, 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
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Answers 68


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

  
  
Posted 4 years ago

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

  
  
Posted 4 years ago

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

  
  
Posted 4 years ago

but this gives the results in the same graph

  
  
Posted 4 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 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

image

  
  
Posted 4 years ago

So you want these two on two different graphs ?

  
  
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

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

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

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

make sense ?

  
  
Posted 4 years ago

This code gives me the graph that I displayed above

  
  
Posted 4 years ago

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

  
  
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

@<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

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

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

  
  
Posted 4 years ago

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

  
  
Posted 4 years ago

its like main title will be loss

  
  
Posted 4 years ago

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

  
  
Posted 4 years ago

"validate

  
  
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

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

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

  
  
Posted 4 years ago

I have one more question?

  
  
Posted 4 years ago

Sure

  
  
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

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
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