I Was Running The Hyperparameter Optimization Code In Clearml. I Understand Iteration Is One Single Experiment But What Does The Other Parameters Refer To ? Like Compute Time, Iterations And Jobs And Time , What Do They Mean ?

Answered

I was running the hyperparameter optimization code in clearml. I understand Iteration is one single experiment but what does the other parameters refer to ? Like compute time, iterations and jobs and time , what do they mean ?

  				
Posted 
	3 years ago

					More
				  		
  Report
		
					DeliciousBluewhale87
				
					0
					 × 1

Votes Newest

Answers 3

This means that you still have 94% of the total run time, 91% of the total iterations and 60% of the jobs in your HPO controller budget.

  				
Posted 
	3 years ago

					More
				  		
  Report
		
					TimelyPenguin76
				
					0
					 Administrator

Hi DeliciousBluewhale87

compute time : The maximum compute time in minutes (sum of execution time on all machines). When time limit is exceeded, all jobs aborted.
jobs : set the maximum number of experiments for the optimization.
time : set the maximum time limit for the optimization process

  				
Posted 
	3 years ago

					More
				  		
  Report
		
					TimelyPenguin76
				
					0
					 Administrator

This is my example. Iteration 10 so there are 10 runs. Looking at the 4th run, 60% of the jobs, 91% iteration, 94% time.. What does it mean ?

  				
Posted 
	3 years ago

					More
				  		
  Report
		
					DeliciousBluewhale87
				
					0
					 × 1

Write your answer

917 Views

3 Answers

3 years ago

one year ago