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	2.7443427181	6	-43.41171145439148	-96	8	1.1866746774

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

2026-01-04 04:52:49 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 941829b5ef8c208e9de98b3eb85bb46f0d23e169 (9213)

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,1.186674677400000099680710263783,2.744342718099999967051871863077,6,-43.4117114543914794921875,-96,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.244759209299999946907178127731,2.171836676199999871528234507423,-96,-2.712134605030692480198695193394,9,2
2,1767502334,1,9951c367-827c-4a4a-bbe2-a8908555e3a8,1767502335,1767502342,7,./.tests/optimization_example --int_param='-54' --float_param='-99.99484031607617851023' --choice_param='1'  --int_param_two='-89' --nr_results=2,0,,runnervmdwttx,-54,-89,-99.994840316076164299374795518816,1,2_0,COMPLETED,BO_MIXED,1.776577542600000114703107101377,2.00187704369999996956153154315,-54,-99.994840316076178510229510720819,-89,1
3,1767502356,2,9951c367-827c-4a4a-bbe2-a8908555e3a8,1767502358,1767502364,6,./.tests/optimization_example --int_param='-87' --float_param='8.27528242801253099969' --choice_param='2'  --int_param_two='-30' --nr_results=2,0,,runnervmdwttx,-87,-30,8.275282428012530999694718047976,2,3_0,COMPLETED,BO_MIXED,1.975784042225319891983303932648,2.453250353780699999362013841164,-87,8.275282428012530999694718047976,-30,2


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

Current git-hash: 941829b5ef8c208e9de98b3eb85bb46f0d23e169 (version: 9213)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 04:52:09] 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: 27529df2-34f7-405a-9028-b879d89ffe10
 #######  ##     ## ##    ## ####  #######  ########  ########  #######  
##     ## ###   ### ###   ##  ##  ##     ## ##     ##    ##    ##     ## 
##     ## #### #### ####  ##  ##  ##     ## ##     ##    ##           ## 
##     ## ## ### ## ## ## ##  ##  ##     ## ########     ##     #######  
##     ## ##     ## ##  ####  ##  ##     ## ##           ##    ##        
##     ## ##     ## ##   ###  ##  ##     ## ##           ##    ##        
 #######  ##     ## ##    ## ####  #######  ##           ##    ######### 

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=513 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    ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│      0      │     6     │ -43.41171145439148  │      -96      │      8       │    1.1866746774    │ 2.7443427181 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│      1      │    -96    │ -2.7121346050306925 │       9       │      2       │    1.2447592093    │ 2.1718366762 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│      2      │    -54    │ -99.99484031607618  │      -89      │      1       │ 1.7765775426000001 │ 2.0018770437 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-01-04 04:52:12 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, Started OmniOpt2 run...
2026-01-04 04:52:14 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, getting new HP set (no sbatch)
2026-01-04 04:52:14 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, requested 1 jobs, got 1, 1.62 s/job
2026-01-04 04:52:14 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, eval #1/1 start                    
2026-01-04 04:52:14 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, starting new job                   
2026-01-04 04:52:14 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, started new job                    
2026-01-04 04:52:23 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, new result: RESULT1: 1.776578, RESULT2: 2.001877
2026-01-04 04:52:26 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, 3 done, finishing jobs, finished 1 job          
2026-01-04 04:52:36 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, 3 done, getting new HP set (no sbatch)          
2026-01-04 04:52:36 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, 3 done, requested 1 jobs, got 1, 10.07 s/job    
2026-01-04 04:52:36 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, 3 done, eval #1/1 start                         
2026-01-04 04:52:36 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, 3 done, starting new job                        
2026-01-04 04:52:36 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, 3 done, started new job                         
2026-01-04 04:52:45 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, 3 done, new result: RESULT1: 1.975784, RESULT2: 2.453250
2026-01-04 04:52:49 (9951c367-827c-4a4a-bbe2-a8908555e3a8): BO_MIXED, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.105 │    1 │        0.105 │
│       2 │   0.096 │    1 │        0.096 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.101 │      │              │
│  Median │   0.101 │      │              │
│   Total │   0.202 │      │              │
│     Max │   0.105 │      │              │
│     Min │   0.096 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.624 │    1 │        1.624 │
│         2 │  10.066 │    1 │       10.066 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   5.845 │      │              │
│    Median │   5.845 │      │              │
│     Total │  11.689 │      │              │
│       Max │  10.066 │      │              │
│       Min │   1.624 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
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
1767502329,759.28125,28.8

`RESULT1` (goal: minimize)

Best value: 1.1866746774
Achieved at:
- RESULT2 = 2.7443427181
- int_param = 6
- float_param = -43.411711454391
- int_param_two = -96
- choice_param = 8

`RESULT2` (goal: minimize)

Best value: 2.0018770437
Achieved at:
- RESULT1 = 1.7765775426
- int_param = -54
- float_param = -99.994840316076
- int_param_two = -89
- 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	-87	-54	-70.5	16.5	2
OO_Info_int_param_two	-89	-30	-59.5	29.5	2
OO_Info_float_param	-99.9948	8.2753	-45.8598	54.1351	2
OO_Info_choice_param	1	2	1.5	0.5	2
RESULT1	1.1867	1.9758	1.5459	0.3383	4
RESULT2	2.0019	2.7443	2.3428	0.2824	4
int_param	-96	6	-57.75	39.9898	4
float_param	-99.9948	8.2753	-34.4609	42.4534	4
int_param_two	-96	9	-51.5	43.3272	4
choice_param	1	8	3.25	2.7726	4

submitit INFO (2026-01-04 04:52:14,519) - Starting with JobEnvironment(job_id=161204, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-01-04 04:52:14,519) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/single_runs/161204/161204_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -54, "float_param": -99.99484031607618, "choice_param": 1, "int_param_two": -89}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-54' --float_param='-99.99484031607617851023' --choice_param='1'  --int_param_two='-89' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1767498660.0271895
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1767499499.3379335
Last modification: 1767498660.0271895
Hostname: runnervmdwttx
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-54' --float_param='-99.99484031607617851023' --choice_param='1'  --int_param_two='-89' --nr_results=2 
stdout:
 OO-Info: int_param: -54
OO-Info: int_param_two: -89
OO-Info: float_param: -99.99484031607617851023
OO-Info: choice_param: 1
RESULT1: 1.77657754260963
RESULT2: 2.00187704371953

stderr was empty
Result: {'RESULT1': 1.77657754260963, 'RESULT2': 2.00187704371953}
Final-results: {'RESULT1': 1.77657754260963, 'RESULT2': 2.00187704371953}
EXIT_CODE: 0
submitit INFO (2026-01-04 04:52:22,016) - Job completed successfully
submitit INFO (2026-01-04 04:52:22,016) - Exiting after successful completion