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
-82.0	-41.0	-72.77098096659577	16.0	2.9676045578	-82	-72.77098096659577	-41	16	1.2840647954

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

2025-12-28 15:40:30 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 0883c8507733c008c2c87295564d8f77117d8562 (9176-10-g0883c8507)

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,1.990529968900000001852390596468,2.796998335800000123896325021633,-15,-89.69053976237773895263671875,-89,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.774899896300000001758689904818,2.698134900399999924758276392822,-57,-2.488405138418642081887810491025,-26,8
2,1766936406,2,896911f1-a63f-41b4-a919-fee20ad5cf08,1766936408,1766936414,6,./.tests/optimization_example --int_param='-82' --float_param='-72.77098096659577208811' --choice_param='16'  --int_param_two='-41' --nr_results=2,0,,runnervmh13bl,-82,-41,-72.770980966595772088112425990403,16,2_0,COMPLETED,UNIFORM,1.284064795399999958647185849259,2.967604557800000097955717137665,-82,-72.770980966595772088112425990403,-41,16
3,1766936418,2,896911f1-a63f-41b4-a919-fee20ad5cf08,1766936420,1766936426,6,./.tests/optimization_example --int_param='-80' --float_param='-46.21235589401168653012' --choice_param='16'  --int_param_two='-91' --nr_results=2,0,,runnervmh13bl,-80,-91,-46.21235589401168653012064169161,16,3_0,COMPLETED,UNIFORM,1.735770997664989989672790215991,2.037937147866129894424602753134,-80,-46.21235589401168653012064169161,-91,16


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

Current git-hash: 0883c8507733c008c2c87295564d8f77117d8562 (last fully tested stable version 10 commits ago [615815d7faceb30fd81f992ecff2c39b1a8872ef, 9176])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 15:40:02] 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: 4f68461c-9fd2-45cc-9f8b-a59c7348752a
  _________________________________________________
 /                                                 \
| OmniOpt2 - Exploring parameter space like a ninja |
|  in a maze.                                       |
 \                                                 /
  =================================================
                                                   \
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                                                             |\\___/|      /   \\//  \\\\
                                                             /0  0  \\__  /    //  | \\ \\
                                                            /     /  \\/_/    //   |  \\  \\
                                                            \@_^_\@'/   \\/_   //    |   \\   \\
                                                            //_^_/     \\/_ //     |    \\    \\
                                                         ( //) |        \\///      |     \\     \\
                                                       ( / /) _|_ /   )  //       |      \\     _\\
                                                     ( // /) '/,_ _ _/  ( ; -.    |    _ _\\.-~        .-~~~^-.
                                                   (( / / )) ,-{        _      `-.|.-~-.           .~         `.
                                                  (( // / ))  '/\\      /                 ~-. _ .-~      .-~^-.  \\
                                                  (( /// ))      `.   {            }                   /      \\  \\
                                                   (( / ))     .----~-.\\        \\-'                 .~         \\  `. \\^-.
                                                              ///.----..>        \\             _ -~             `.  ^-`  ^-_
                                                                ///-._ _ _ _ _ _ _}^ - - - - ~                     ~-- ,.-~
                                                                                                                   /.-~
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=429 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      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      2      │    -82    │ -72.77098096659577 │      -41      │      16      │   1.2840647954   │   2.9676045578   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    -80    │ -46.21235589401169 │      -91      │      16      │ 1.73577099766499 │ 2.03793714786613 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-12-28 15:40:06 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, Started OmniOpt2 run...
2025-12-28 15:40:06 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, getting new HP set (no sbatch)
2025-12-28 15:40:06 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, requested 1 jobs, got 1, 0.04 s/job
2025-12-28 15:40:06 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, eval #1/1 start                    
2025-12-28 15:40:06 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, starting new job                   
2025-12-28 15:40:06 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, started new job                    
2025-12-28 15:40:15 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, new result: RESULT1: 1.284065, RESULT2: 2.967605
2025-12-28 15:40:18 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, 3 done, finishing jobs, finished 1 job          
2025-12-28 15:40:18 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, 3 done, getting new HP set (no sbatch)          
2025-12-28 15:40:18 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, 3 done, requested 1 jobs, got 1, 0.10 s/job     
2025-12-28 15:40:18 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, 3 done, eval #1/1 start                         
2025-12-28 15:40:18 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, 3 done, starting new job                        
2025-12-28 15:40:18 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, 3 done, started new job                         
2025-12-28 15:40:27 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, 3 done, new result: RESULT1: 1.735771, RESULT2: 2.037937
2025-12-28 15:40:30 (896911f1-a63f-41b4-a919-fee20ad5cf08): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.231 │    1 │        0.231 │
│       2 │   0.113 │    1 │        0.113 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.172 │      │              │
│  Median │   0.172 │      │              │
│   Total │   0.344 │      │              │
│     Max │   0.231 │      │              │
│     Min │   0.113 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.042 │    1 │        0.042 │
│         2 │   0.099 │    1 │        0.099 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.071 │      │              │
│    Median │   0.071 │      │              │
│     Total │   0.141 │      │              │
│       Max │   0.099 │      │              │
│       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
1766936404,786.3984375,27.2

`RESULT1` (goal: minimize)

Best value: 1.2840647954
Achieved at:
- RESULT2 = 2.9676045578
- int_param = -82
- float_param = -72.770980966596
- int_param_two = -41
- choice_param = 16

`RESULT2` (goal: minimize)

Best value: 2.0379371478661
Achieved at:
- RESULT1 = 1.735770997665
- int_param = -80
- float_param = -46.212355894012
- int_param_two = -91
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-82	-80	-81	1	2
OO_Info_int_param_two	-91	-41	-66	25	2
OO_Info_float_param	-72.771	-46.2124	-59.4917	13.2793	2
OO_Info_choice_param	16	16	16	0	2
RESULT1	1.2841	1.9905	1.6963	0.257	4
RESULT2	2.0379	2.9676	2.6252	0.3525	4
int_param	-82	-15	-58.5	26.9676	4
float_param	-89.6905	-2.4884	-52.7906	32.9181	4
int_param_two	-91	-26	-61.75	28.7522	4
choice_param	2	16	10.5	5.8949	4

submitit INFO (2025-12-28 15:40:07,002) - Starting with JobEnvironment(job_id=142564, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 15:40:07,002) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/142564/142564_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -82, "float_param": -72.77098096659577, "int_param_two": -41, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-82' --float_param='-72.77098096659577208811' --choice_param='16'  --int_param_two='-41' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766933074.0619576
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766933412.4141996
Last modification: 1766933074.0619576
Hostname: runnervmh13bl
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-82' --float_param='-72.77098096659577208811' --choice_param='16'  --int_param_two='-41' --nr_results=2 
stdout:
 OO-Info: int_param: -82
OO-Info: int_param_two: -41
OO-Info: float_param: -72.77098096659577208811
OO-Info: choice_param: 16
RESULT1: 1.28406479542992
RESULT2: 2.96760455784121

stderr was empty
Result: {'RESULT1': 1.28406479542992, 'RESULT2': 2.96760455784121}
Final-results: {'RESULT1': 1.28406479542992, 'RESULT2': 2.96760455784121}
EXIT_CODE: 0
submitit INFO (2025-12-28 15:40:14,599) - Job completed successfully
submitit INFO (2025-12-28 15:40:14,600) - Exiting after successful completion