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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 5 years ago
Votes Newest

Answers 68


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

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

my scheduler will be running every 60 seconds and calling main function

  
  
Posted 5 years ago

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

  
  
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

but what is happening is it is creating new task under same project with same task name

  
  
Posted 5 years ago

image

  
  
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

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 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

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

  
  
Posted 5 years ago

I didn't got it.

  
  
Posted 5 years ago

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

  
  
Posted 5 years ago

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

  
  
Posted 5 years ago

Is this u meant?

  
  
Posted 5 years ago

its like main title will be loss

  
  
Posted 5 years ago

Before this line, call Task.init

  
  
Posted 5 years ago

i mean all 100 experiments in one project

  
  
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

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

  
  
Posted 5 years ago

"validate

  
  
Posted 5 years ago

and it should log it into the same task and same project

  
  
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

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

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

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

Oh I got it.

  
  
Posted 5 years ago

def combined(path,exp_name,project_name):
temp = Task.create(task_name="exp_name")

logger = temp.current_logger()
logger.report_scalar()

def main():
task=Task.init(project_name="test")
[pool.apply_async(combined, args = (row['Path'], row['exp_name'], row['project_name'])) for index,row in temp_df.iterrows()]

scheduler = BlockingScheduler()
scheduler.add_job(main, 'interval', seconds=60, max_instances=3)
scheduler.start()

  
  
Posted 5 years ago

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

  
  
Posted 5 years ago
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