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
10.0	-49.0	-52.92736036992864	8.0	2.46055110017502	10	-52.927360369928635	-49	8	1.08118288319475

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

2025-10-21 11:42:31 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 97d4bb080d52f82e21bec4706b03e9f462d19b3a (8699-1-g97d4bb080)

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,1.253957140800000091829247139685,2.277243646700000123672680274467,-4,-93.752056099474430084228515625,-43,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.501718731900000047829735194682,2.307579705999999841736780581414,-3,-27.506699787919359323495882563293,-35,8
2,1761046905,2,7b203685-cbcc-44dd-bc03-119ea0a39b00,1761046907,1761046913,6,./.tests/optimization_example --int_param='-2' --float_param='-88.35527348397961588944' --choice_param='2'  --int_param_two='-12' --nr_results=2,0,,runnervmnfq8z,-2,-12,-88.355273483979615889438719023019,2,2_0,COMPLETED,BO_MIXED,1.977057467999999929020304989535,2.677685847600000279555843007984,-2,-88.355273483979615889438719023019,-12,2
3,1761046939,2,7b203685-cbcc-44dd-bc03-119ea0a39b00,1761046941,1761046947,6,./.tests/optimization_example --int_param='10' --float_param='-52.92736036992863546402' --choice_param='8'  --int_param_two='-49' --nr_results=2,0,,runnervmnfq8z,10,-49,-52.927360369928642569448129506782,8,3_0,COMPLETED,BO_MIXED,1.081182883194750088406976828992,2.460551100175019989535485365195,10,-52.92736036992863546402077190578,-49,8


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

Current git-hash: 97d4bb080d52f82e21bec4706b03e9f462d19b3a (last fully tested stable version 1 commit ago [28988fc1991bf218c08774c90a161646685e05ce, 8699])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 11:41:39] 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: ec86fcbc-4d27-4904-9c0c-781096f65aca
 .oOOOo.                      .oOOOo.                     
.O     o.                 o  .O     o.             .oOOo. 
O       o                    O       o         O        O 
o       O                    o       O        oOo       o 
O       o `oOOoOO. 'OoOo. O  O       o .oOo.   o       O' 
o       O  O  o  o  o   O o  o       O O   o   O      O   
`o     O'  o  O  O  O   o O  `o     O' o   O   o    .O    
 `OoooO'   O  o  o  o   O o'  `OoooO'  oOoO'   `oO oOoOoO 
                                       O                  
                                       o'                 

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=21 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      │    -4     │ -93.75205609947443  │      -43      │      2       │   1.2539571408   │   2.2772436467   │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    10     │ -52.927360369928635 │      -49      │      8       │ 1.08118288319475 │ 2.46055110017502 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-10-21 11:41:41 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, Started OmniOpt2 run...
2025-10-21 11:41:45 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, getting new HP set (no sbatch)
2025-10-21 11:41:45 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, requested 1 jobs, got 1, 4.11 s/job
2025-10-21 11:41:45 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, eval #1/1 start                    
2025-10-21 11:41:45 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, starting new job                   
2025-10-21 11:41:45 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, started new job                    
2025-10-21 11:41:54 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, new result: 1.97705746798693       
2025-10-21 11:41:57 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, 3 done, finishing jobs, finished 1 job
2025-10-21 11:42:19 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, 3 done, getting new HP set (no sbatch)
2025-10-21 11:42:19 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, 3 done, requested 1 jobs, got 1, 21.58 s/job
2025-10-21 11:42:19 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, 3 done, eval #1/1 start                     
2025-10-21 11:42:19 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, 3 done, starting new job                    
2025-10-21 11:42:19 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, 3 done, started new job                     
2025-10-21 11:42:28 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, 3 done, new result: 1.08118288319475        
2025-10-21 11:42:31 (7b203685-cbcc-44dd-bc03-119ea0a39b00): BO_MIXED, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.093 │    1 │        0.093 │
│       2 │   0.086 │    1 │        0.086 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.089 │      │              │
│  Median │   0.089 │      │              │
│   Total │   0.179 │      │              │
│     Max │   0.093 │      │              │
│     Min │   0.086 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   4.106 │    1 │        4.106 │
│         2 │  21.582 │    1 │       21.582 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │  12.844 │      │              │
│    Median │  12.844 │      │              │
│     Total │  25.689 │      │              │
│       Max │  21.582 │      │              │
│       Min │   4.106 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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

timestamp,ram_usage_mb,cpu_usage_percent
1761046901,756.35546875,23.5

`RESULT1` (goal: minimize)

Best value: 1.0811828831948
Achieved at:
- RESULT2 = 2.460551100175
- int_param = 10
- float_param = -52.927360369929
- int_param_two = -49
- choice_param = 8

`RESULT2` (goal: minimize)

Best value: 2.2772436467
Achieved at:
- RESULT1 = 1.2539571408
- int_param = -4
- float_param = -93.752056099474
- int_param_two = -43
- choice_param = 2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-2	10	4	6	2
OO_Info_int_param_two	-49	-12	-30.5	18.5	2
OO_Info_float_param	-88.3553	-52.9274	-70.6413	17.714	2
OO_Info_choice_param	2	8	5	3	2
RESULT1	1.0812	1.9771	1.4535	0.3372	4
RESULT2	2.2772	2.6777	2.4308	0.1586	4
int_param	-4	10	0.25	5.6734	4
float_param	-93.7521	-27.5067	-65.6353	27.0279	4
int_param_two	-49	-12	-34.75	14.0423	4
choice_param	2	8	5	3	4

submitit INFO (2025-10-21 11:41:46,044) - Starting with JobEnvironment(job_id=165645, hostname=runnervmnfq8z, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-21 11:41:46,044) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/single_runs/165645/165645_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -2, "float_param": -88.35527348397962, "choice_param": 2, "int_param_two": -12}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-2' --float_param='-88.35527348397961588944' --choice_param='2'  --int_param_two='-12' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1761044057.799829
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761044434.023945
Last modification: 1761044057.799829
Hostname: runnervmnfq8z
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-2' --float_param='-88.35527348397961588944' --choice_param='2'  --int_param_two='-12' --nr_results=2 
stdout:
 OO-Info: int_param: -2
OO-Info: int_param_two: -12
OO-Info: float_param: -88.35527348397961588944
OO-Info: choice_param: 2
RESULT1: 1.97705746798693
RESULT2: 2.67768584759639

stderr was empty
Result: {'RESULT1': 1.97705746798693, 'RESULT2': 2.67768584759639}
Final-results: {'RESULT1': 1.97705746798693, 'RESULT2': 2.67768584759639}
EXIT_CODE: 0
submitit INFO (2025-10-21 11:41:53,583) - Job completed successfully
submitit INFO (2025-10-21 11:41:53,583) - Exiting after successful completion