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	2.7057832597	-98	-23.12684648585735	-92	1	1.0485490377

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	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

2025-12-28 17:35:31 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 96cdc4082803af86d19e8051c89e0098f1746042 (9200-1-g96cdc4082)

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,1.814825186800000045295178097149,2.626670199099999880587574807578,-3,-67.07297265529632568359375,-63,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.048549037699999963990649121115,2.705783259699999998559860614478,-98,-23.126846485857349478010291932151,-92,1
2,1766943303,2,6fec1ddf-627b-4f93-9c18-7efacbb891f6,1766943305,1766943311,6,./.tests/optimization_example --int_param='-37' --float_param='-80.92166970389482116843' --choice_param='hallo'  --int_param_two='-33' --nr_results=2,0,,runnervmdwttx,-37,-33,-80.921669703894821168432827107608,hallo,2_0,COMPLETED,BOTORCH_MODULAR,1.098373978499999958913235786895,2.114918090699999808634856890421,-37,-80.921669703894821168432827107608,-33,hallo
3,1766943318,1,6fec1ddf-627b-4f93-9c18-7efacbb891f6,1766943319,1766943325,6,./.tests/optimization_example --int_param='-76' --float_param='-60.78686496662022875626' --choice_param='hallo'  --int_param_two='-49' --nr_results=2,0,,runnervmdwttx,-76,-49,-60.786864966620228756255528423935,hallo,3_0,COMPLETED,BOTORCH_MODULAR,1.362048986441549924819582884084,2.371017869885209794489355772384,-76,-60.786864966620228756255528423935,-49,hallo


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

Current git-hash: 96cdc4082803af86d19e8051c89e0098f1746042 (last fully tested stable version 1 commit ago [f91603a9029e4ea79c13559542e6e6fde31b15d8, 9200])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 17:34:59] 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: c5033965-bc6f-47fb-af47-c8dce12fca7a
                                                                             
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!@!  !!!  !@!   ! !@!  !@!  !!!  !!!  !@!  !!!  !!@!!!      !!!      !!:     
!!:  !!!  !!:     !!:  !!:  !!!  !!:  !!:  !!!  !!:         !!:     !:!      
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::::: ::  :::     ::    ::   ::   ::  ::::: ::   ::          ::    :: :::::  
 : :  :    :      :    ::    :   :     : :  :    :           :     :: : :::  
                                                                             

omniopt --continue runs/multi_results_2_results_BOTORCH_MODULAR/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1
Continuation from runs/multi_results_2_results_BOTORCH_MODULAR/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_BOTORCH_MODULAR&run_nr=481 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR 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      │    -98    │ -23.12684648585735 │      -92      │      1       │ 1.0485490377 │ 2.7057832597 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      2      │    -37    │ -80.92166970389482 │      -33      │    hallo     │ 1.0983739785 │ 2.1149180907 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-12-28 17:35:02 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-12-28 17:35:03 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-12-28 17:35:03 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.75 s/job
2025-12-28 17:35:03 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, eval #1/1 start                    
2025-12-28 17:35:03 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, starting new job                   
2025-12-28 17:35:03 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, started new job                    
2025-12-28 17:35:12 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, new result: RESULT1: 1.098374, RESULT2: 2.114918
2025-12-28 17:35:16 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job          
2025-12-28 17:35:17 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)          
2025-12-28 17:35:17 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.38 s/job     
2025-12-28 17:35:17 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, 3 done, eval #1/1 start                         
2025-12-28 17:35:18 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, 3 done, starting new job                        
2025-12-28 17:35:18 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, 3 done, started new job                         
2025-12-28 17:35:27 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.362049, RESULT2: 2.371018
2025-12-28 17:35:31 (6fec1ddf-627b-4f93-9c18-7efacbb891f6): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.109 │    1 │        0.109 │
│       2 │   0.095 │    1 │        0.095 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.102 │      │              │
│  Median │   0.102 │      │              │
│   Total │   0.204 │      │              │
│     Max │   0.109 │      │              │
│     Min │   0.095 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.749 │    1 │        0.749 │
│         2 │   1.376 │    1 │        1.376 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.062 │      │              │
│    Median │   1.062 │      │              │
│     Total │   2.125 │      │              │
│       Max │   1.376 │      │              │
│       Min │   0.749 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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_BOTORCH_MODULAR/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
1766943299,759.57421875,28.8

`RESULT1` (goal: minimize)

Best value: 1.0485490377
Achieved at:
- RESULT2 = 2.7057832597
- int_param = -98
- float_param = -23.126846485857
- int_param_two = -92
- choice_param = 1

`RESULT2` (goal: minimize)

Best value: 2.1149180907
Achieved at:
- RESULT1 = 1.0983739785
- int_param = -37
- float_param = -80.921669703895
- int_param_two = -33
- choice_param = hallo

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-76	-37	-56.5	19.5	2
OO_Info_int_param_two	-49	-33	-41	8	2
OO_Info_float_param	-80.9217	-60.7869	-70.8543	10.0674	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.0485	1.8148	1.3309	0.3037	4
RESULT2	2.1149	2.7058	2.4546	0.2319	4
int_param	-98	-3	-53.5	36.4314	4
float_param	-80.9217	-23.1268	-57.9771	21.3987	4
int_param_two	-92	-33	-59.25	21.6838	4
choice_param	No numerical statistics available

submitit INFO (2025-12-28 17:35:04,000) - Starting with JobEnvironment(job_id=150897, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 17:35:04,000) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/150897/150897_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -37, "float_param": -80.92166970389482, "int_param_two": -33, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-37' --float_param='-80.92166970389482116843' --choice_param='hallo'  --int_param_two='-33' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766939954.4059832
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766940633.035793
Last modification: 1766939954.4059832
Hostname: runnervmdwttx
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-37' --float_param='-80.92166970389482116843' --choice_param='hallo'  --int_param_two='-33' --nr_results=2 
stdout:
 OO-Info: int_param: -37
OO-Info: int_param_two: -33
OO-Info: float_param: -80.92166970389482116843
OO-Info: choice_param: hallo
RESULT1: 1.09837397847241
RESULT2: 2.11491809072638

stderr was empty
Result: {'RESULT1': 1.09837397847241, 'RESULT2': 2.11491809072638}
Final-results: {'RESULT1': 1.09837397847241, 'RESULT2': 2.11491809072638}
EXIT_CODE: 0
submitit INFO (2025-12-28 17:35:11,577) - Job completed successfully
submitit INFO (2025-12-28 17:35:11,577) - Exiting after successful completion