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
-78.0	-91.0	-27.28228087478388	hallo	2.83193755997078	-78	-27.28228087478388	-91	hallo	1.01753450448541

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 10:58:11 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: a1bc6c3dfabaef22cd17c850ed369173536efba5 (9298-2-ga1bc6c3df)

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,1.301747375499999970216435940529,2.794159134500000085665760707343,-80,-46.288115084171295166015625,-34,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.111290070799999973871763359057,2.321480828199999901784167377627,-78,-39.756920274520588520772435003892,-31,1
2,1778324268,2,8ab42835-892f-406a-a7eb-957f2f5c2f81,1778324270,1778324276,6,./.tests/optimization_example --int_param='-84' --float_param='-18.0107033892306276357' --choice_param='2'  --int_param_two='-27' --nr_results=2,0,,runnervmrc6n4,-84,-27,-18.010703389230627635697601363063,2,2_0,COMPLETED,UNIFORM,1.594827604800000075968569035467,2.873141968200000118116577141336,-84,-18.010703389230627635697601363063,-27,2
3,1778324280,2,8ab42835-892f-406a-a7eb-957f2f5c2f81,1778324282,1778324288,6,./.tests/optimization_example --int_param='-78' --float_param='-27.28228087478387919873' --choice_param='hallo'  --int_param_two='-91' --nr_results=2,0,,runnervmrc6n4,-78,-91,-27.282280874783879198730573989451,hallo,3_0,COMPLETED,UNIFORM,1.017534504485410051799476605083,2.831937559970779894058523495914,-78,-27.282280874783879198730573989451,-91,hallo


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

Current git-hash: a1bc6c3dfabaef22cd17c850ed369173536efba5 (last fully tested stable version 2 commits ago [f2198bbca0ddfa2c54bbdce11bcb585e9153edd1, 9298])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 10:57:45] 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: c27ced82-4c0e-416e-8f06-d351b8e2ed91
                                                                             
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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=3 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      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      1      │    -78    │ -39.75692027452059 │      -31      │      1       │   1.1112900708   │   2.3214808282   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    -78    │ -27.28228087478388 │      -91      │    hallo     │ 1.01753450448541 │ 2.83193755997078 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 10:57:48 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, Started OmniOpt2 run...
2026-05-09 10:57:48 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, getting new HP set (no sbatch)
2026-05-09 10:57:48 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, requested 1 jobs, got 1, 0.03 s/job
2026-05-09 10:57:48 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, eval #1/1 start                    
2026-05-09 10:57:48 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, starting new job                   
2026-05-09 10:57:48 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, started new job                    
2026-05-09 10:57:57 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, new result: RESULT1: 1.594828, RESULT2: 2.873142
2026-05-09 10:58:00 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, 3 done, finishing jobs, finished 1 job          
2026-05-09 10:58:00 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, 3 done, getting new HP set (no sbatch)          
2026-05-09 10:58:00 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, 3 done, requested 1 jobs, got 1, 0.07 s/job     
2026-05-09 10:58:00 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, 3 done, eval #1/1 start                         
2026-05-09 10:58:00 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, 3 done, starting new job                        
2026-05-09 10:58:00 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, 3 done, started new job                         
2026-05-09 10:58:09 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, 3 done, new result: RESULT1: 1.017535, RESULT2: 2.831938
2026-05-09 10:58:11 (8ab42835-892f-406a-a7eb-957f2f5c2f81): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.117 │    1 │        0.117 │
│       2 │   0.092 │    1 │        0.092 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.105 │      │              │
│  Median │   0.105 │      │              │
│   Total │   0.209 │      │              │
│     Max │   0.117 │      │              │
│     Min │   0.092 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           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
1778324266,743.83203125,28.2

`RESULT1` (goal: minimize)

Best value: 1.0175345044854
Achieved at:
- RESULT2 = 2.8319375599708
- int_param = -78
- float_param = -27.282280874784
- int_param_two = -91

`RESULT2` (goal: minimize)

Best value: 2.3214808282
Achieved at:
- RESULT1 = 1.1112900708
- int_param = -78
- float_param = -39.756920274521
- int_param_two = -31

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-84	-78	-81	3	2
OO_Info_int_param_two	-91	-27	-59	32	2
OO_Info_float_param	-27.2823	-18.0107	-22.6465	4.6358	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.0175	1.5948	1.2563	0.2206	4
RESULT2	2.3215	2.8731	2.7052	0.2233	4
int_param	-84	-78	-80	2.4495	4
float_param	-46.2881	-18.0107	-32.8345	10.9486	4
int_param_two	-91	-27	-45.75	26.2429	4
choice_param	No numerical statistics available

submitit INFO (2026-05-09 10:57:48,842) - Starting with JobEnvironment(job_id=158017, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-09 10:57:48,842) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/158017/158017_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -84, "float_param": -18.010703389230628, "int_param_two": -27, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-84' --float_param='-18.0107033892306276357' --choice_param='2'  --int_param_two='-27' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1778321033.8737001
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778321626.0260293
Last modification: 1778321033.8737001
Hostname: runnervmrc6n4
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-84' --float_param='-18.0107033892306276357' --choice_param='2'  --int_param_two='-27' --nr_results=2 
stdout:
 OO-Info: int_param: -84
OO-Info: int_param_two: -27
OO-Info: float_param: -18.0107033892306276357
OO-Info: choice_param: 2
RESULT1: 1.59482760478659
RESULT2: 2.87314196824761

stderr was empty
Result: {'RESULT1': 1.59482760478659, 'RESULT2': 2.87314196824761}
Final-results: {'RESULT1': 1.59482760478659, 'RESULT2': 2.87314196824761}
EXIT_CODE: 0
submitit INFO (2026-05-09 10:57:56,307) - Job completed successfully
submitit INFO (2026-05-09 10:57:56,308) - Exiting after successful completion