OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	4
Number random steps	2
Number random steps (from arguments)	20
Nr. of workers (parameter)	20
Nr. imported jobs	2

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

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	RESULT2	int_param	float_param	int_param_two	choice_param	RESULT1
-25.0	-47.0	-81.10657858884515	2	2.5826462932	-25	-81.10657858884517	-47	2	1.0355099303

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
UNIFORM	3	3

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
0	4	0	4

Result names and types

name	min/max
RESULT1	min
RESULT2	min

Last progressbar status

2026-01-04 12:30:53 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 3bb4fe033a6a03e62be268ba0b4f542c23d2c237 (9226)

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,arm_name,trial_status,generation_node,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,1.485887774600000099667340691667,2.298255299800000095444829639746,-62,7.543485164642333984375,-4,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.76409706060000015526156857959,2.700270633100000150506048157695,-2,-86.022892209506764515936083626002,-95,4
2,1767529829,2,db1fa994-6f93-4184-bbf7-3b1bbbec1630,1767529831,1767529837,6,./.tests/optimization_example --int_param='-25' --float_param='-81.1065785888451671326' --choice_param='2'  --int_param_two='-47' --nr_results=2,0,,runnervmh13bl,-25,-47,-81.106578588845152921749104280025,2,2_0,COMPLETED,UNIFORM,1.035509930299999936664789856877,2.582646293199999831813329365104,-25,-81.106578588845167132603819482028,-47,2
3,1767529841,2,db1fa994-6f93-4184-bbf7-3b1bbbec1630,1767529843,1767529849,6,./.tests/optimization_example --int_param='-67' --float_param='-85.28582667789376614564' --choice_param='hallo'  --int_param_two='-29' --nr_results=2,0,,runnervmh13bl,-67,-29,-85.285826677893766145643894560635,hallo,3_0,COMPLETED,UNIFORM,1.502639135419489901934753106616,2.526372569936460088513285882073,-67,-85.285826677893766145643894560635,-29,hallo


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

Current git-hash: 3bb4fe033a6a03e62be268ba0b4f542c23d2c237 (version: 9226)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 12:30:24] 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]`.
Using old run's --time: 60
Using old run's --gpus: 0
Using old run's --max_eval: 2
Run-UUID: 59ff237e-4015-4d02-a4a7-db1f0afa0b5b
 _____                           _____           __       ___     
/\  __`\                      __/\  __`\        /\ \__  /'___`\   
\ \ \/\ \    ___ ___     ___ /\_\ \ \/\ \  _____\ \ ,_\/\_\ /\ \  
 \ \ \ \ \ /' __` __`\ /' _ `\/\ \ \ \ \ \/\ '__`\ \ \/\/_/// /__ 
  \ \ \_\ \/\ \/\ \/\ \/\ \/\ \ \ \ \ \_\ \ \ \L\ \ \ \_  // /_\ \
   \ \_____\ \_\ \_\ \_\ \_\ \_\ \_\ \_____\ \ ,__/\ \__\/\______/
    \/_____/\/_/\/_/\/_/\/_/\/_/\/_/\/_____/\ \ \/  \/__/\/_____/ 
                                             \ \_\                
                                              \/_/                

omniopt --continue runs/multi_results_2_results_UNIFORM/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1
Continuation from runs/multi_results_2_results_UNIFORM/0
You have less --max_eval 2 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_UNIFORM&run_nr=559 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
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 │
└─────────────┴─────────────┘
Your console does not support sixel-images. Will not print Pareto-frontier as a 
matplotlib-sixel-plot for RESULT1/RESULT2.
                                      Pareto-Front for RESULT1/RESULT2:                                      
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃    float_param     ┃ int_param_two ┃ choice_param ┃   RESULT1    ┃   RESULT2    ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│      0      │    -62    │ 7.543485164642334  │      -4       │      16      │ 1.4858877746 │ 2.2982552998 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      2      │    -25    │ -81.10657858884517 │      -47      │      2       │ 1.0355099303 │ 2.5826462932 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
                                     Failed Jobs parameters                                     
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description                                                 ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Not printing sixel graphics in CI
Not printing sixel graphics in CI
                                Runtime Infos                                 
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time  ┃ Max time  ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│           2           │ 6.00 sec  │ 6.00 sec  │   6.00 sec   │  6.00 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-01-04 12:30:28 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, Started OmniOpt2 run...
2026-01-04 12:30:28 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, getting new HP set (no sbatch)
2026-01-04 12:30:28 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, requested 1 jobs, got 1, 0.04 s/job
2026-01-04 12:30:29 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, eval #1/1 start                    
2026-01-04 12:30:29 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, starting new job                   
2026-01-04 12:30:29 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, started new job                    
2026-01-04 12:30:38 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, new result: RESULT1: 1.035510, RESULT2: 2.582646
2026-01-04 12:30:41 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, 3 done, finishing jobs, finished 1 job          
2026-01-04 12:30:41 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, 3 done, getting new HP set (no sbatch)          
2026-01-04 12:30:41 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, 3 done, requested 1 jobs, got 1, 0.10 s/job     
2026-01-04 12:30:41 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, 3 done, eval #1/1 start                         
2026-01-04 12:30:41 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, 3 done, starting new job                        
2026-01-04 12:30:41 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, 3 done, started new job                         
2026-01-04 12:30:50 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, 3 done, new result: RESULT1: 1.502639, RESULT2: 2.526373
2026-01-04 12:30:53 (db1fa994-6f93-4184-bbf7-3b1bbbec1630): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.234 │    1 │        0.234 │
│       2 │   0.118 │    1 │        0.118 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.176 │      │              │
│  Median │   0.176 │      │              │
│   Total │   0.352 │      │              │
│     Max │   0.234 │      │              │
│     Min │   0.118 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.042 │    1 │        0.042 │
│         2 │   0.098 │    1 │        0.098 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.070 │      │              │
│    Median │   0.070 │      │              │
│     Total │   0.140 │      │              │
│       Max │   0.098 │      │              │
│       Min │   0.042 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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	1
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/runner
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	0
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

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

timestamp,ram_usage_mb,cpu_usage_percent
1767529826,786.46484375,27.2

`RESULT1` (goal: minimize)

Best value: 1.0355099303
Achieved at:
- RESULT2 = 2.5826462932
- int_param = -25
- float_param = -81.106578588845
- int_param_two = -47
- choice_param = 2

`RESULT2` (goal: minimize)

Best value: 2.2982552998
Achieved at:
- RESULT1 = 1.4858877746
- int_param = -62
- float_param = 7.5434851646423
- int_param_two = -4
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-67	-25	-46	21	2
OO_Info_int_param_two	-47	-29	-38	9	2
OO_Info_float_param	-85.2858	-81.1066	-83.1962	2.0896	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.0355	1.7641	1.447	0.262	4
RESULT2	2.2983	2.7003	2.5269	0.1462	4
int_param	-67	-2	-39	26.8235	4
float_param	-86.0229	7.5435	-61.218	39.7437	4
int_param_two	-95	-4	-43.75	33.297	4
choice_param	No numerical statistics available

submitit INFO (2026-01-04 12:30:29,472) - Starting with JobEnvironment(job_id=153262, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-01-04 12:30:29,472) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/153262/153262_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -25, "float_param": -81.10657858884517, "int_param_two": -47, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-25' --float_param='-81.1065785888451671326' --choice_param='2'  --int_param_two='-47' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1767526060.5179358
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1767526738.0932934
Last modification: 1767526060.5179358
Hostname: runnervmh13bl
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-25' --float_param='-81.1065785888451671326' --choice_param='2'  --int_param_two='-47' --nr_results=2 
stdout:
 OO-Info: int_param: -25
OO-Info: int_param_two: -47
OO-Info: float_param: -81.1065785888451671326
OO-Info: choice_param: 2
RESULT1: 1.03550993029876
RESULT2: 2.58264629319044

stderr was empty
Result: {'RESULT1': 1.03550993029876, 'RESULT2': 2.58264629319044}
Final-results: {'RESULT1': 1.03550993029876, 'RESULT2': 2.58264629319044}
EXIT_CODE: 0
submitit INFO (2026-01-04 12:30:37,077) - Job completed successfully
submitit INFO (2026-01-04 12:30:37,077) - Exiting after successful completion