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
nan	nan	nan	nan	2.4414997295	-52	-75.55584822359636	-48	1	1.2681965656

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

2026-02-19 15:43:47 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 58c866c868c07da88eccea8bc47a8de539dae9f1 (9230-25-g58c866c86)

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,1.905604008400000104472837847425,2.313075436400000128855936054606,-54,-53.176510035991668701171875,-14,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.268196565600000047524531510135,2.441499729499999826742850927985,-52,-75.555848223596356660891615319997,-48,1
2,1771515804,1,8fbd0320-4108-42a7-9cbb-d880232da841,1771515805,1771515812,7,./.tests/optimization_example --int_param='-62' --float_param='-45.53294323460865200559' --choice_param='hallo'  --int_param_two='0' --nr_results=2,0,,runnervm58klu,-62,0,-45.532943234608644900163199054077,hallo,2_0,COMPLETED,UNIFORM,1.929461404500000032413709050161,2.583302805299999782562281325227,-62,-45.532943234608652005590556655079,0,hallo
3,1771515815,2,8fbd0320-4108-42a7-9cbb-d880232da841,1771515817,1771515823,6,./.tests/optimization_example --int_param='-3' --float_param='1.85798936302458628234' --choice_param='hallo'  --int_param_two='-80' --nr_results=2,0,,runnervm58klu,-3,-80,1.857989363024586504380408769066,hallo,3_0,COMPLETED,UNIFORM,1.69315054926937991197632982221,2.843177832986360176192874860135,-3,1.857989363024586282335803844035,-80,hallo


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

Current git-hash: 58c866c868c07da88eccea8bc47a8de539dae9f1 (last fully tested stable version 25 commits ago [1431d695e1d9911d740a43d6b86abbd58f76a3b1, 9230])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-19 15:43:21] 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: f840bbb8-8d5b-4479-9bc8-92f8b9a4222f
  _________________________________________
| OmniOpt2 - Animals are friends, not food! |
  =========================================
                                           \
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                                                                     _-~~             ~~-_
                                                                  _-~                    /~-_
                                                /^\__/^\         /~  \                   /    \
                                              /|  O|| O|        /      \_______________/        \
                                             | |___||__|      /       /                \          \
                                             |          \    /      /                    \          \
                                             |   (_______) /______/                        \_________ \
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                                                \         ||           \______________/      _-_       //\__//
                                                  \       ||------_-~~-_ ------------- \ --/~   ~\    || __/
                                                    ~-----||====/~     |==================|       |/~~~~~
                                                     (_(__/  ./     /                    \_\      \.
                                                            (_(___/                         \_____)_)
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=9 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      │    -54    │ -53.17651003599167 │      -14      │      1       │ 1.9056040084 │ 2.3130754364 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      1      │    -52    │ -75.55584822359636 │      -48      │      1       │ 1.2681965656 │ 2.4414997295 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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  │ 7.00 sec  │   6.50 sec   │  6.50 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-02-19 15:43:23 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, Started OmniOpt2 run...
2026-02-19 15:43:23 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, getting new HP set (no sbatch)
2026-02-19 15:43:24 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, requested 1 jobs, got 1, 0.03 s/job
2026-02-19 15:43:24 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, eval #1/1 start                    
2026-02-19 15:43:24 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, starting new job                   
2026-02-19 15:43:24 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, started new job                    
2026-02-19 15:43:33 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, new result: RESULT1: 1.929461, RESULT2: 2.583303
2026-02-19 15:43:35 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, 3 done, finishing jobs, finished 1 job          
2026-02-19 15:43:35 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, 3 done, getting new HP set (no sbatch)          
2026-02-19 15:43:35 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, 3 done, requested 1 jobs, got 1, 0.08 s/job     
2026-02-19 15:43:35 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, 3 done, eval #1/1 start                         
2026-02-19 15:43:35 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, 3 done, starting new job                        
2026-02-19 15:43:35 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, 3 done, started new job                         
2026-02-19 15:43:44 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, 3 done, new result: RESULT1: 1.693151, RESULT2: 2.843178
2026-02-19 15:43:47 (8fbd0320-4108-42a7-9cbb-d880232da841): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.121 │    1 │        0.121 │
│       2 │   0.096 │    1 │        0.096 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.109 │      │              │
│  Median │   0.109 │      │              │
│   Total │   0.217 │      │              │
│     Max │   0.121 │      │              │
│     Min │   0.096 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.032 │    1 │        0.032 │
│         2 │   0.079 │    1 │        0.079 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.055 │      │              │
│    Median │   0.055 │      │              │
│     Total │   0.111 │      │              │
│       Max │   0.079 │      │              │
│       Min │   0.032 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
nr_evals_per_arm	1
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
1771515801,768.58984375,28.2

`RESULT1` (goal: minimize)

Best value: 1.2681965656
Achieved at:
- RESULT2 = 2.4414997295
- int_param = -52
- float_param = -75.555848223596
- int_param_two = -48
- choice_param = 1

`RESULT2` (goal: minimize)

Best value: 2.3130754364
Achieved at:
- RESULT1 = 1.9056040084
- int_param = -54
- float_param = -53.176510035992
- int_param_two = -14
- choice_param = 1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	7	6.5	0.5	2
OO_Info_int_param	-62	-3	-32.5	29.5	2
OO_Info_int_param_two	-80	0	-40	40	2
OO_Info_float_param	-45.5329	1.858	-21.8375	23.6955	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.2682	1.9295	1.6991	0.2652	4
RESULT2	2.3131	2.8432	2.5453	0.1968	4
int_param	-62	-3	-42.75	23.2527	4
float_param	-75.5558	1.858	-43.1018	28.2049	4
int_param_two	-80	0	-35.5	31.0604	4
choice_param	No numerical statistics available

submitit INFO (2026-02-19 15:43:24,351) - Starting with JobEnvironment(job_id=158399, hostname=runnervm58klu, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-02-19 15:43:24,351) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/158399/158399_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -62, "float_param": -45.53294323460865, "int_param_two": 0, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-62' --float_param='-45.53294323460865200559' --choice_param='hallo'  --int_param_two='0' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1771512382.5441077
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1771513054.6383827
Last modification: 1771512382.5441077
Hostname: runnervm58klu
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-62' --float_param='-45.53294323460865200559' --choice_param='hallo'  --int_param_two='0' --nr_results=2 
stdout:
 OO-Info: int_param: -62
OO-Info: int_param_two: 0
OO-Info: float_param: -45.53294323460865200559
OO-Info: choice_param: hallo
RESULT1: 1.92946140452205
RESULT2: 2.58330280529069

stderr was empty
Result: {'RESULT1': 1.92946140452205, 'RESULT2': 2.58330280529069}
Final-results: {'RESULT1': 1.92946140452205, 'RESULT2': 2.58330280529069}
EXIT_CODE: 0
submitit INFO (2026-02-19 15:43:32,015) - Job completed successfully
submitit INFO (2026-02-19 15:43:32,016) - Exiting after successful completion