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
-22.0	10.0	-56.0863222220818	8.0	2.85259950612405	-22	-56.0863222220818	10	8	1.12565782440743

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BO_MIXED	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 11:43:07 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: c99ea5b5d1c5a159c42b89b699933c2aaf9a748f (9303)

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,1.36466687759999993900805748126,2.924692741199999890255867285305,-68,-46.776686608791351318359375,-19,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.52888889460000010345197551942,2.885218209200000050174139687442,10,10,-100,8
2,1778326955,2,6e2779de-ff30-4075-85f8-80c01b32dd88,1778326957,1778326963,6,./.tests/optimization_example --int_param='-11' --float_param='-32.30086554051728597869' --choice_param='8'  --int_param_two='3' --nr_results=2,0,,runnervmeorf1,-11,3,-32.300865540517285978694417281076,8,2_0,COMPLETED,BO_MIXED,1.159501160800000096884332378977,2.259447887199999893681479079532,-11,-32.300865540517285978694417281076,3,8
3,1778326975,2,6e2779de-ff30-4075-85f8-80c01b32dd88,1778326977,1778326983,6,./.tests/optimization_example --int_param='-22' --float_param='-56.08632222208179740619' --choice_param='8'  --int_param_two='10' --nr_results=2,0,,runnervmeorf1,-22,10,-56.08632222208179740619016229175,8,3_0,COMPLETED,BO_MIXED,1.125657824407430007696007123741,2.852599506124049888455829204759,-22,-56.08632222208179740619016229175,10,8


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

Current git-hash: c99ea5b5d1c5a159c42b89b699933c2aaf9a748f (version: 9303)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 11:42:29] ax.storage.sqa_store.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: 5b705757-6b25-4110-850d-fa47bc929e0e
                                                                             
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!@!  !!!  !@!   ! !@!  !@!  !!!  !!!  !@!  !!!  !!@!!!      !!!      !!:     
!!:  !!!  !!:     !!:  !!:  !!!  !!:  !!:  !!!  !!:         !!:     !:!      
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::::: ::  :::     ::    ::   ::   ::  ::::: ::   ::          ::    :: :::::  
 : :  :    :      :    ::    :   :     : :  :    :           :     :: : :::  
                                                                             

omniopt --continue runs/multi_results_2_results_BO_MIXED/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1
Continuation from runs/multi_results_2_results_BO_MIXED/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_BO_MIXED&run_nr=123 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BO_MIXED 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      │    -11    │ -32.300865540517286 │       3       │      8       │   1.1595011608   │   2.2594478872   │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    -22    │  -56.0863222220818  │      10       │      8       │ 1.12565782440743 │ 2.85259950612405 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 11:42:33 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, Started OmniOpt2 run...
2026-05-09 11:42:35 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, getting new HP set (no sbatch)
2026-05-09 11:42:35 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, requested 1 jobs, got 1, 2.21 s/job
2026-05-09 11:42:35 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, eval #1/1 start                    
2026-05-09 11:42:35 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, starting new job                   
2026-05-09 11:42:36 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, started new job                    
2026-05-09 11:42:45 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, new result: RESULT1: 1.159501, RESULT2: 2.259448
2026-05-09 11:42:48 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, 3 done, finishing jobs, finished 1 job          
2026-05-09 11:42:55 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, 3 done, getting new HP set (no sbatch)          
2026-05-09 11:42:55 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, 3 done, requested 1 jobs, got 1, 7.61 s/job     
2026-05-09 11:42:55 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, 3 done, eval #1/1 start                         
2026-05-09 11:42:55 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, 3 done, starting new job                        
2026-05-09 11:42:55 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, 3 done, started new job                         
2026-05-09 11:43:05 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, 3 done, new result: RESULT1: 1.125658, RESULT2: 2.852600
2026-05-09 11:43:07 (6e2779de-ff30-4075-85f8-80c01b32dd88): BO_MIXED, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.257 │    1 │        0.257 │
│       2 │   0.103 │    1 │        0.103 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.180 │      │              │
│  Median │   0.180 │      │              │
│   Total │   0.360 │      │              │
│     Max │   0.257 │      │              │
│     Min │   0.103 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   2.212 │    1 │        2.212 │
│         2 │   7.609 │    1 │        7.609 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   4.911 │      │              │
│    Median │   4.911 │      │              │
│     Total │   9.822 │      │              │
│       Max │   7.609 │      │              │
│       Min │   2.212 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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_BO_MIXED/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
1778326951,773.89453125,26.9

`RESULT1` (goal: minimize)

Best value: 1.1256578244074
Achieved at:
- RESULT2 = 2.852599506124
- int_param = -22
- float_param = -56.086322222082
- int_param_two = 10

`RESULT2` (goal: minimize)

Best value: 2.2594478872
Achieved at:
- RESULT1 = 1.1595011608
- int_param = -11
- float_param = -32.300865540517
- int_param_two = 3

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-22	-11	-16.5	5.5	2
OO_Info_int_param_two	3	10	6.5	3.5	2
OO_Info_float_param	-56.0863	-32.3009	-44.1936	11.8927	2
OO_Info_choice_param	8	8	8	0	2
RESULT1	1.1257	1.5289	1.2947	0.1632	4
RESULT2	2.2594	2.9247	2.7305	0.2732	4
int_param	-68	10	-22.75	28.5427	4
float_param	-56.0863	10	-31.291	25.3011	4
int_param_two	-100	10	-26.5	43.7636	4
choice_param	No numerical statistics available

submitit INFO (2026-05-09 11:42:36,455) - Starting with JobEnvironment(job_id=160093, hostname=runnervmeorf1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-09 11:42:36,455) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/single_runs/160093/160093_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -11, "float_param": -32.300865540517286, "choice_param": 8, "int_param_two": 3}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-11' --float_param='-32.30086554051728597869' --choice_param='8'  --int_param_two='3' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1778323134.2851892
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778323750.5843496
Last modification: 1778323134.2851892
Hostname: runnervmeorf1
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-11' --float_param='-32.30086554051728597869' --choice_param='8'  --int_param_two='3' --nr_results=2 
stdout:
 OO-Info: int_param: -11
OO-Info: int_param_two: 3
OO-Info: float_param: -32.30086554051728597869
OO-Info: choice_param: 8
RESULT1: 1.15950116080149
RESULT2: 2.25944788716467

stderr was empty
Result: {'RESULT1': 1.15950116080149, 'RESULT2': 2.25944788716467}
Final-results: {'RESULT1': 1.15950116080149, 'RESULT2': 2.25944788716467}
EXIT_CODE: 0
submitit INFO (2026-05-09 11:42:43,939) - Job completed successfully
submitit INFO (2026-05-09 11:42:43,939) - Exiting after successful completion