OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	4
Number random steps	2
Number random steps (from arguments)	20
Nr. of workers (parameter)	20
Main process memory (GB)	8
Worker memory (GB)	4
Nr. imported jobs	2

Best RESULT1, min (total: 2 + inserted jobs: 2, failed: 2)

OO_Info_int_param	OO_Info_int_param…	OO_Info_float_par…	OO_Info_choice_par…	OO_Info_SLURM_JOB…	RESULT2	int_param	float_param	int_param_two	choice_param	RESULT1
nan	nan	nan	nan	nan	2.7491889741	-99	-30.91522455215454	-69	4	1.1146229164

Job Summary per Generation Node

Generation Node	Total	COMPLETED	FAILED
SOBOL	1	1	0
UNIFORM	5	3	2

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	rangeparameter	-100	10		int	No
float_param	rangeparameter	-100	10		float	No
choice_param	choiceparameter			1, 2, 4, 8, 16, hallo
int_param_two	rangeparameter	-100	10		int	No

Number of evaluations

Failed	Succeeded	Running	Total
2	4	0	6

Result names and types

name	min/max
RESULT1	min
RESULT2	min

Last progressbar status

2025-12-29 14:03:00 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 4 done, waiting for 1 job, finished 1 job

Git-Version

Commit: 815910076e3b15c9f886789a2fc0797945e4f03f (9210)

trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,OO_Info_SLURM_JOB_ID,arm_name,trial_status,generation_node,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,1.114622916400000107728374132421,2.749188974099999960287732392317,-99,-30.915224552154541015625,-69,4
1,,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.131731620600000098875170806423,2.202995398900000179054359250586,-11,-26.947778105764015776912856381387,-29,4
2,,,,,,,,,,,,,,,,2_0,FAILED,UNIFORM,,,-81,-12.370697819926348870467336382717,-84,2
3,,,,,,,,,,,,,,,,3_0,FAILED,UNIFORM,,,-48,-49.249190264413918782793189166114,-55,2
4,1767013329,10,fc8f2dad-0947-4f02-a707-8c686b436440,1767013339,1767013346,7,./.tests/optimization_example --int_param='-48' --float_param='-51.77832013943079658702' --choice_param='16'  --int_param_two='-86' --nr_results=2,0,,c137,-48,-86,-51.778320139430796587021177401766,16,2119778,4_0,COMPLETED,UNIFORM,1.291377781300000027187024898012,2.158562830300000179306607606122,-56,-24.108539102679458210332086309791,-50,4
5,1767013350,20,fc8f2dad-0947-4f02-a707-8c686b436440,1767013370,1767013376,6,./.tests/optimization_example --int_param='-97' --float_param='-13.86655423092666694629' --choice_param='hallo'  --int_param_two='-83' --nr_results=2,0,,c136,-97,-83,-13.866554230926665169931766286027,hallo,2119907,5_0,COMPLETED,UNIFORM,1.684150489819330021035170830146,2.562999547549650092292949921102,-97,-13.866554230926666946288605686277,-83,hallo


⚠ Job 2119696 (task: 0) with path /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119696/2119696_0_result.pkl
has not produced any output (state: NODE_FAIL)
No output/error stream produced ! Check: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119696/2119696_0_log.out


⚠ Job 2119695 (task: 0) with path /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119695/2119695_0_result.pkl
has not produced any output (state: NODE_FAIL)
No output/error stream produced ! Check: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119695/2119695_0_log.out


get_program_code_from_out_file: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119695/2119695_0_log.out not found


get_program_code_from_out_file: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119696/2119696_0_log.out not found


get_program_code_from_out_file: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119695/2119695_0_log.err not found


get_program_code_from_out_file: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119696/2119696_0_log.err not found


========================================================================

To cancel, press CTRL c, then run 'scancel 2119692'
⠋ Importing logging...
⠋ Importing warnings...
⠋ Importing argparse...
⠋ Importing datetime...
⠋ Importing dataclass...
⠋ Importing socket...
⠋ Importing stat...
⠋ Importing pwd...
⠋ Importing base64...
⠋ Importing json...
⠋ Importing yaml...
⠋ Importing toml...
⠋ Importing csv...
⠋ Importing ast...
⠋ Importing rich.table...
⠋ Importing rich print...
⠋ Importing rich.pretty...
⠋ Importing pformat...
⠋ Importing rich.prompt...
⠋ Importing types.FunctionType...
⠋ Importing typing...
⠋ Importing ThreadPoolExecutor...
⠋ Importing submitit.LocalExecutor...
⠋ Importing submitit.Job...
⠋ Importing importlib.util...
⠋ Importing platform...
⠋ Importing inspect frame info...
⠋ Importing pathlib.Path...
⠋ Importing uuid...
⠋ Importing cowsay...
⠋ Importing shutil...
⠋ Importing itertools.combinations...
⠋ Importing os.listdir...
⠋ Importing os.path...
⠋ Importing PIL.Image...
⠋ Importing sixel...
⠋ Importing subprocess...
⠋ Importing tqdm...
⠋ Importing beartype...
[WARNING 12-29 13:58:58] ax.service.utils.with_db_settings_base: Ax currently requires a sqlalchemy version below 2.0. This will be addressed in a future release. Disabling SQL storage in Ax for now, if you would like to use SQL storage please install Ax with mysql extras via `pip install ax-platform[mysql]`.
⠼ Importing rendering stuff...
⠋ Importing statistics...
⠋ Trying to import pyfiglet...
⠙ Importing helpers...
⠋ Importing pareto...
⠋ Parsing arguments...
⠋ Importing torch...
⠋ Importing numpy...
⠋ Importing ax...
⠋ Importing ax.core.generator_run...
⠋ Importing Cont_X_trans and Y_trans from ax.adapter.registry...
⠋ Importing ax.core.arm...
⠋ Importing ax.core.objective...
⠋ Importing ax.core.Metric...
⠋ Importing ax.exceptions.core...
⠋ Importing ax.exceptions.generation_strategy...
⠋ Importing CORE_DECODER_REGISTRY...
⠋ Trying ax.generation_strategy.generation_node...
⠋ Importing GenerationStep, GenerationStrategy from generation_strategy...
⠋ Importing GenerationNode from generation_node...
⠋ Importing ExternalGenerationNode...
⠋ Importing MinTrials...
⠋ Importing GeneratorSpec...
⠋ Importing Generators from ax.generation_strategy.registry...
⠋ Importing get_pending_observation_features...
⠋ Importing load_experiment...
⠋ Importing save_experiment...
⠋ Importing save_experiment_to_db...
⠋ Importing TrialStatus...
⠋ Importing Data...
⠋ Importing Experiment...
⠋ Importing parameter types...
⠋ Importing TParameterization...
⠋ Importing pandas...
⠋ Importing AxClient and ObjectiveProperties...
⠋ Importing RandomForestRegressor...
⠋ Importing botorch...
⠋ Importing submitit...
⠋ Importing ax logger...
⠋ Importing SQL-Storage-Stuff...
Using old run's --time: 60
Using old run's --gpus: 1
Using old run's --max_eval: 2
Run-UUID: 2c8569ba-c05d-4c2d-a8ee-a581950a5b12
  ___________________________________
| OmniOpt2 - Turning dials like a DJ! |
  ===================================
                                        \
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                                          \
                                           .--.
                                          |o_o |
                                          |:_/ |
                                         //   \ \
                                        (|     | )
                                       /'\_   _/`\
                                       \___)=(___/
⠋ Writing worker creation log...
omniopt --continue runs/multi_results_2_results_UNIFORM/0 --live_share --mem_gb=4 --live_share
⠋ Disabling logging...
⠋ Setting run folder...
⠋ Creating folder /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1...
⠋ Writing revert_to_random_when_seemingly_exhausted file ...
⠋ Writing username state file...
⠋ Writing result names file...
⠋ Writing result min/max file...
⠋ Saving state files...
Run-folder: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1
Continuation from runs/multi_results_2_results_UNIFORM/0
⠋ Writing live_share file if it is present...
⠋ Writing job_start_time file...
⠼ Writing git information
⠋ Checking max_eval...
You have less --max_eval 2 than --num_random_steps 20. Switched both.
Warning: --num_random_steps 2 is smaller than --num_parallel_jobs 20. It's recommended that --num_parallel_jobs is the same as or a multiple of --num_random_steps
⠋ Calculating number of steps...
⠋ Adding excluded nodes...
⠋ Initializing ax_client...
⠋ Setting orchestrator...
See https://imageseg.scads.de/omniax/share?user_id=s3811141&experiment_name=multi_results_2_results_UNIFORM&run_nr=7 for live-results.

You have 1 CPUs available for the main process. Using CUDA device NVIDIA H100.
Generation strategy: UNIFORM for 4 steps.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)'  --int_param_two='%(int_param_two)' --nr_results=2

                                           Experiment parameters                                            
┏━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name          ┃ Type            ┃ Lower bound ┃ Upper bound ┃ Values                ┃ Type  ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param     │ rangeparameter  │ -100        │ 10          │                       │ int   │ No         │
│ float_param   │ rangeparameter  │ -100        │ 10          │                       │ float │ No         │
│ choice_param  │ choiceparameter │             │             │ 1, 2, 4, 8, 16, hallo │       │            │
│ int_param_two │ rangeparameter  │ -100        │ 10          │                       │ int   │ No         │
└───────────────┴─────────────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
        Result-Names         
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1     │         min │
│ RESULT2     │         min │
└─────────────┴─────────────┘
⠋ Write files and show overview
UNIFORM, running 2∑2 (10%/20), waiting for 2 jobs                :  50%|█████░░░░░| 2/4 [00:14<00:14,  7.07s/it]
⚠ Job 2119695 (task: 0) with path /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119695/2119695_0_result.pkl
has not produced any output (state: NODE_FAIL)
No output/error stream produced ! Check: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119695/2119695_0_log.out

⚠ Job 2119696 (task: 0) with path /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119696/2119696_0_result.pkl
has not produced any output (state: NODE_FAIL)
No output/error stream produced ! Check: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119696/2119696_0_log.out
UNIFORM, node_fail 2∑2 (10%/20), job_failed                      :  50%|█████░░░░░| 2/4 [03:02<03:02, 91.47s/it]
get_program_code_from_out_file: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119695/2119695_0_log.out not found

get_program_code_from_out_file: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119696/2119696_0_log.out not found

get_program_code_from_out_file: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119695/2119695_0_log.err not found

get_program_code_from_out_file: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119696/2119696_0_log.err not found
UNIFORM, failed: 2, 4 done, waiting for 1 job, finished 1 job                                     : 100%|██████████| 4/4 [03:54<00:00, 58.67s/it]


                                      Pareto-Front for RESULT1/RESULT2:                                       
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃     float_param     ┃ int_param_two ┃ choice_param ┃   RESULT1    ┃   RESULT2    ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│      0      │    -99    │ -30.91522455215454  │      -69      │      4       │ 1.1146229164 │ 2.7491889741 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      1      │    -11    │ -26.947778105764016 │      -29      │      4       │ 1.1317316206 │ 2.2029953989 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      4      │    -56    │ -24.108539102679458 │      -50      │      4       │ 1.2913777813 │ 2.1585628303 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
                                Runtime Infos                                 
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time  ┃ Max time  ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│           2           │ 6.00 sec  │ 7.00 sec  │   6.50 sec   │  6.50 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-12-29 13:59:05 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, Started OmniOpt2 run...
2025-12-29 13:59:07 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, getting new HP set     
2025-12-29 13:59:07 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, requested 1 jobs, got 1, 0.07 s/job
2025-12-29 13:59:09 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, eval #1/1 start                    
2025-12-29 13:59:09 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, starting new job                   
2025-12-29 13:59:09 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, unknown 1∑1 (5%/20), started new job
2025-12-29 13:59:09 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, unknown 1∑1 (5%/20), getting new HP set
2025-12-29 13:59:09 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, unknown 1∑1 (5%/20), requested 1 jobs, got 1, 0.02 s/job
2025-12-29 13:59:09 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, unknown 1∑1 (5%/20), eval #1/1 start                    
2025-12-29 13:59:09 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, unknown 1∑1 (5%/20), starting new job                   
2025-12-29 13:59:10 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, unknown 2∑2 (5%/20), started new job                    
2025-12-29 13:59:11 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, unknown 2∑2 (5%/20), waiting for 2 jobs                 
2025-12-29 13:59:12 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, pending 2∑2 (5%/20), waiting for 2 jobs                 
2025-12-29 13:59:14 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, pending 2∑2 (10%/20), waiting for 2 jobs                
2025-12-29 13:59:19 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, running 2∑2 (10%/20), waiting for 2 jobs                
2025-12-29 14:02:08 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, node_fail 2∑2 (10%/20), job_failed                      
2025-12-29 14:02:09 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 2 done, waiting for 2 jobs, finished 2 jobs
2025-12-29 14:02:09 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 2 done, getting new HP set                 
2025-12-29 14:02:09 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 2 done, requested 1 jobs, got 1, 0.05 s/job
2025-12-29 14:02:09 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 2 done, eval #1/1 start                    
2025-12-29 14:02:09 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 2 done, starting new job                   
2025-12-29 14:02:09 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 2 done, unknown 1∑1 (10%/20), started new job
2025-12-29 14:02:09 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 2 done, unknown 1∑1 (10%/20), getting new HP set
2025-12-29 14:02:10 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 2 done, unknown 1∑1 (10%/20), requested 1 jobs, got 0, n/a
2025-12-29 14:02:11 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 2 done, unknown 1∑1 (10%/20), waiting for 1 job           
2025-12-29 14:02:13 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 2 done, unknown 1∑1 (15%/20), waiting for 1 job           
2025-12-29 14:02:14 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 2 done, pending 1∑1 (15%/20), waiting for 1 job           
2025-12-29 14:02:20 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 2 done, running 1∑1 (15%/20), waiting for 1 job           
2025-12-29 14:02:26 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 2 done, running 1∑1 (15%/20), new result: RESULT1: 1.291378, RESULT2: 2.158563
2025-12-29 14:02:29 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 3 done, waiting for 1 job, finished 1 job                                     
2025-12-29 14:02:30 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 3 done, getting new HP set                                                    
2025-12-29 14:02:30 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 3 done, requested 1 jobs, got 1, 0.05 s/job                                   
2025-12-29 14:02:30 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 3 done, eval #1/1 start                                                       
2025-12-29 14:02:30 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 3 done, starting new job                                                      
2025-12-29 14:02:30 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 3 done, unknown 1∑1 (15%/20), started new job                                 
2025-12-29 14:02:31 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 3 done, unknown 1∑1 (15%/20), waiting for 1 job                               
2025-12-29 14:02:32 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 3 done, pending 1∑1 (15%/20), waiting for 1 job                               
2025-12-29 14:02:35 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 3 done, running 1∑1 (15%/20), waiting for 1 job                               
2025-12-29 14:02:57 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 3 done, running 1∑1 (15%/20), new result: RESULT1: 1.684150, RESULT2: 2.563000
2025-12-29 14:03:00 (fc8f2dad-0947-4f02-a707-8c686b436440): UNIFORM, failed: 2, 4 done, waiting for 1 job, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.364 │    1 │        0.364 │
│       2 │   0.185 │    1 │        0.185 │
│       3 │   0.223 │    1 │        0.223 │
│       4 │   0.193 │    1 │        0.193 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.241 │      │              │
│  Median │   0.208 │      │              │
│   Total │   0.964 │      │              │
│     Max │   0.364 │      │              │
│     Min │   0.185 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.070 │    1 │        0.070 │
│         2 │   0.022 │    1 │        0.022 │
│         3 │   0.047 │    1 │        0.047 │
│         4 │   1.016 │    0 │        0.000 │
│         5 │   0.052 │    1 │        0.052 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.242 │      │              │
│    Median │   0.052 │      │              │
│     Total │   1.208 │      │              │
│       Max │   1.016 │      │              │
│       Min │   0.022 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	20
max_eval	None
run_program	None
experiment_name	None
mem_gb	4
parameter	None
continue_previous_job	runs/multi_results_2_results_UNIFORM/0
experiment_constraints	None
run_dir	runs
seed	None
verbose_tqdm	False
model	None
gridsearch	False
occ	False
show_sixel_scatter	False
show_sixel_general	False
show_sixel_trial_index_result	False
follow	False
send_anonymized_usage_stats	False
ui_url	None
root_venv_dir	/home/s3811141
exclude	None
main_process_gb	8
max_nr_of_zero_results	10
abbreviate_job_names	False
orchestrator_file	None
checkout_to_latest_tested_version	False
live_share	True
disable_tqdm	False
disable_previous_job_constraint	False
workdir
occ_type	euclid
result_names	['RESULT=min']
minkowski_p	2
signed_weighted_euclidean_weights
generation_strategy	None
generate_all_jobs_at_once	False
revert_to_random_when_seemingly_exhausted	True
load_data_from_existing_jobs	[]
n_estimators_randomforest	100
max_attempts_for_generation	20
external_generator	None
username	None
max_failed_jobs	None
num_cpus_main_job	None
calculate_pareto_front_of_job	[]
show_generate_time_table	False
force_choice_for_ranges	False
max_abandoned_retrial	20
share_password	None
dryrun	False
db_url	None
run_program_once	None
worker_generator_path	None
save_to_database	False
range_max_difference	1000000
skip_search	False
dont_warm_start_refitting	False
refit_on_cv	False
fit_out_of_design	False
fit_abandoned	False
dont_jit_compile	False
num_restarts	20
raw_samples	1024
max_num_of_parallel_sruns	16
no_transform_inputs	False
no_normalize_y	False
transforms	[]
number_of_generators	1
num_parallel_jobs	20
worker_timeout	30
slurm_use_srun	False
time
partition
reservation	None
force_local_execution	False
slurm_signal_delay_s	0
nodes_per_job	1
cpus_per_task	1
account	None
gpus	1
dependency	None
run_mode	local
verbose	False
verbose_break_run_search_table	False
debug	False
flame_graph	False
memray	False
no_sleep	False
tests	False
show_worker_percentage_table_at_end	False
auto_exclude_defective_hosts	False
run_tests_that_fail_on_taurus	False
raise_in_eval	False
show_ram_every_n_seconds	0
show_generation_and_submission_sixel	False
just_return_defaults	False
prettyprint	False
runtime_debug	False
debug_stack_regex
debug_stack_trace_regex	None
show_func_name	False
beartype	False

1767013142.3968,20,0,0
1767013149.5756,20,0,0
1767013149.7424,20,1,5
1767013153.698,20,1,5
1767013154.2281,20,2,10
1767013332.4893,20,2,10
1767013333.0382,20,3,15
1767013380.4891,20,3,15
1767013384.9966,20,2,10
1767013386.7765,20,2,10

This logs the CPU and RAM usage of the main worker process.

timestamp,ram_usage_mb,cpu_usage_percent
1767013142,818.35546875,13.5
1767013202,823.46484375,12.8
1767013262,823.46484375,12.5
1767013358,826.96484375,13.4

`RESULT1` (goal: minimize)

Best value: 1.1146229164
Achieved at:
- RESULT2 = 2.7491889741
- int_param = -99
- float_param = -30.915224552155
- int_param_two = -69
- choice_param = 4

`RESULT2` (goal: minimize)

Best value: 2.1585628303
Achieved at:
- RESULT1 = 1.2913777813
- int_param = -56
- float_param = -24.108539102679
- int_param_two = -50
- choice_param = 4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	7	6.5	0.5	2
OO_Info_int_param	-97	-48	-72.5	24.5	2
OO_Info_int_param_two	-86	-83	-84.5	1.5	2
OO_Info_float_param	-51.7783	-13.8666	-32.8224	18.9559	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.1146	1.6842	1.3055	0.2292	4
RESULT2	2.1586	2.7492	2.4184	0.2471	4
int_param	-99	-11	-65.3333	30.8797	6
float_param	-49.2492	-12.3707	-26.243	12.2596	6
int_param_two	-84	-29	-61.6667	19.3879	6
choice_param	No numerical statistics available

submitit INFO (2025-12-29 14:02:16,103) - Starting with JobEnvironment(job_id=2119778, hostname=c137, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-29 14:02:16,103) - Loading pickle: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/2119778/2119778_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -48, "float_param": -51.7783201394308, "int_param_two": -86, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-48' --float_param='-51.77832013943079658702' --choice_param='16'  --int_param_two='-86' --nr_results=2 
pwd: /home/h8/s3811141/test/randomtest_93382/OmniOpt
File: ./.tests/optimization_example
UID: 2105408
GID: 200270
SLURM_JOB_ID: 2119778
Status-Change-Time: 1751868744.0086284
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: s3811141
Last access: 1767012740.4050136
Last modification: 1751868744.0086284
Hostname: c137
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-48' --float_param='-51.77832013943079658702' --choice_param='16'  --int_param_two='-86' --nr_results=2 
stdout:
 OO-Info: int_param: -48
OO-Info: int_param_two: -86
OO-Info: float_param: -51.77832013943079658702
OO-Info: choice_param: 16
RESULT1: 1.29137778126551
RESULT2: 2.15856283027412

stderr was empty
Result: {'RESULT1': 1.29137778126551, 'RESULT2': 2.15856283027412}
Final-results: {'RESULT1': 1.29137778126551, 'RESULT2': 2.15856283027412}
EXIT_CODE: 0
submitit INFO (2025-12-29 14:02:26,105) - Job completed successfully
submitit INFO (2025-12-29 14:02:26,107) - Exiting after successful completion