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
-100.0	-42.0	-3.3999101720662	2.0	2.2053630367	-100	-3.3999101720661997	-42	2	1.2555378874

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

2026-05-09 10:54:22 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: cd62f18b5a7084cd1b34cc9972b8b3a2643139be (9298-1-gcd62f18b5)

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,1.393987556099999913783449301263,2.592078542699999932352739051566,-58,-0.246016979217529296875,-52,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.905922816199999925146357782069,2.919459658100000076785818237113,-98,2.930079804206684457312803715467,-1,16
2,1778324040,2,374e34ec-580b-41bb-89b2-c3bf531a9a9e,1778324042,1778324048,6,./.tests/optimization_example --int_param='-100' --float_param='-3.39991017206619972058' --choice_param='2'  --int_param_two='-42' --nr_results=2,0,,runnervmrc6n4,-100,-42,-3.399910172066200164664451222052,2,2_0,COMPLETED,UNIFORM,1.255537887400000052195991884219,2.205363036700000112233510662918,-100,-3.399910172066199720575241371989,-42,2
3,1778324051,2,374e34ec-580b-41bb-89b2-c3bf531a9a9e,1778324053,1778324059,6,./.tests/optimization_example --int_param='-50' --float_param='-41.00911205362107381234' --choice_param='1'  --int_param_two='-97' --nr_results=2,0,,runnervmrc6n4,-50,-97,-41.009112053621073812337272102013,1,3_0,COMPLETED,UNIFORM,1.823898212359380099911732031615,2.02995426729055017389669046679,-50,-41.009112053621073812337272102013,-97,1


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

Current git-hash: cd62f18b5a7084cd1b34cc9972b8b3a2643139be (last fully tested stable version 1 commit ago [f2198bbca0ddfa2c54bbdce11bcb585e9153edd1, 9298])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 10:53:57] 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: 9e2a856b-972a-4b85-a491-3f168aecbd1f
                                                                             
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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=1 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      │   -100    │ -3.3999101720661997 │      -42      │      2       │   1.2555378874   │   2.2053630367   │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    -50    │ -41.009112053621074 │      -97      │      1       │ 1.82389821235938 │ 2.02995426729055 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-05-09 10:54:00 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, Started OmniOpt2 run...
2026-05-09 10:54:00 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, getting new HP set (no sbatch)
2026-05-09 10:54:00 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, requested 1 jobs, got 1, 0.03 s/job
2026-05-09 10:54:00 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, eval #1/1 start                    
2026-05-09 10:54:00 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, starting new job                   
2026-05-09 10:54:00 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, started new job                    
2026-05-09 10:54:08 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, new result: RESULT1: 1.255538, RESULT2: 2.205363
2026-05-09 10:54:11 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, 3 done, finishing jobs, finished 1 job          
2026-05-09 10:54:11 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, 3 done, getting new HP set (no sbatch)          
2026-05-09 10:54:11 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, 3 done, requested 1 jobs, got 1, 0.07 s/job     
2026-05-09 10:54:11 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, 3 done, eval #1/1 start                         
2026-05-09 10:54:11 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, 3 done, starting new job                        
2026-05-09 10:54:11 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, 3 done, started new job                         
2026-05-09 10:54:19 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, 3 done, new result: RESULT1: 1.823898, RESULT2: 2.029954
2026-05-09 10:54:22 (374e34ec-580b-41bb-89b2-c3bf531a9a9e): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.107 │    1 │        0.107 │
│       2 │   0.090 │    1 │        0.090 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.099 │      │              │
│  Median │   0.099 │      │              │
│   Total │   0.198 │      │              │
│     Max │   0.107 │      │              │
│     Min │   0.090 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.030 │    1 │        0.030 │
│         2 │   0.074 │    1 │        0.074 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.052 │      │              │
│    Median │   0.052 │      │              │
│     Total │   0.104 │      │              │
│       Max │   0.074 │      │              │
│       Min │   0.030 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1778324038,744.06640625,28.2

`RESULT1` (goal: minimize)

Best value: 1.2555378874
Achieved at:
- RESULT2 = 2.2053630367
- int_param = -100
- float_param = -3.3999101720662
- int_param_two = -42
- choice_param = 2

`RESULT2` (goal: minimize)

Best value: 2.0299542672906
Achieved at:
- RESULT1 = 1.8238982123594
- int_param = -50
- float_param = -41.009112053621
- int_param_two = -97
- choice_param = 1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-50	-75	25	2
OO_Info_int_param_two	-97	-42	-69.5	27.5	2
OO_Info_float_param	-41.0091	-3.3999	-22.2045	18.8046	2
OO_Info_choice_param	1	2	1.5	0.5	2
RESULT1	1.2555	1.9059	1.5948	0.276	4
RESULT2	2.03	2.9195	2.4367	0.345	4
int_param	-100	-50	-76.5	22.6881	4
float_param	-41.0091	2.9301	-10.4312	17.7954	4
int_param_two	-97	-1	-48	34.1394	4
choice_param	1	16	8.75	7.2586	4

submitit INFO (2026-05-09 10:54:00,815) - Starting with JobEnvironment(job_id=158249, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-09 10:54:00,816) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/158249/158249_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -100, "float_param": -3.3999101720661997, "int_param_two": -42, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-100' --float_param='-3.39991017206619972058' --choice_param='2'  --int_param_two='-42' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1778320861.27863
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778321432.5900927
Last modification: 1778320861.27863
Hostname: runnervmrc6n4
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-100' --float_param='-3.39991017206619972058' --choice_param='2'  --int_param_two='-42' --nr_results=2 
stdout:
 OO-Info: int_param: -100
OO-Info: int_param_two: -42
OO-Info: float_param: -3.39991017206619972058
OO-Info: choice_param: 2
RESULT1: 1.25553788741036
RESULT2: 2.20536303668948

stderr was empty
Result: {'RESULT1': 1.25553788741036, 'RESULT2': 2.20536303668948}
Final-results: {'RESULT1': 1.25553788741036, 'RESULT2': 2.20536303668948}
EXIT_CODE: 0
submitit INFO (2026-05-09 10:54:08,182) - Job completed successfully
submitit INFO (2026-05-09 10:54:08,183) - Exiting after successful completion