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	-96.0	-64.14314994192195	1.0	2.56400741110289	-78	-64.14314994192195	-96	1	1.26373929630882

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

2025-12-27 18:54:22 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 7cf80dda7731799175f31601fe61d2e588b04ac1 (9157-8-g7cf80dda7)

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,1.706525958699999900858301771223,2.045765227500000005278479875415,-70,-38.31005096435546875,-85,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.897389656000000091040647021146,2.312487724599999960872764859232,10,-100,9,hallo
2,1766861635,2,13645396-0d35-4746-b410-f70568de0ba0,1766861637,1766861643,6,./.tests/optimization_example --int_param='-70' --float_param='-38.15225532397386842831' --choice_param='16'  --int_param_two='-85' --nr_results=2,0,,runnervmdwttx,-70,-85,-38.152255323973861322883749380708,16,2_0,COMPLETED,BO_MIXED,1.839091200499999967377107168431,2.077803367100000020428751668078,-70,-38.15225532397386842831110698171,-85,16
3,1766861650,2,13645396-0d35-4746-b410-f70568de0ba0,1766861652,1766861658,6,./.tests/optimization_example --int_param='-78' --float_param='-64.14314994192194774314' --choice_param='1'  --int_param_two='-96' --nr_results=2,0,,runnervmdwttx,-78,-96,-64.143149941921947743139753583819,1,3_0,COMPLETED,BO_MIXED,1.263739296308820092562541503867,2.564007411102890099385831490508,-78,-64.143149941921947743139753583819,-96,1


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

Current git-hash: 7cf80dda7731799175f31601fe61d2e588b04ac1 (last fully tested stable version 8 commits ago [018dbae7e8b1bad9f8889c8998a57f89e438ea0a, 9157])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-27 18:53:51] 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: 146fc4f8-de9c-460f-baf6-5dcae4f164bd
  ______   .___  ___. .__   __.  __    ______   .______   .___________.___   
 /  __  \  |   \/   | |  \ |  | |  |  /  __  \  |   _  \  |           |__ \  
|  |  |  | |  \  /  | |   \|  | |  | |  |  |  | |  |_)  | `---|  |----`  ) | 
|  |  |  | |  |\/|  | |  . `  | |  | |  |  |  | |   ___/      |  |      / /  
|  `--'  | |  |  |  | |  |\   | |  | |  `--'  | |  |          |  |     / /_  
 \______/  |__|  |__| |__| \__| |__|  \______/  | _|          |__|    |____| 
                                                                             

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=373 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      │    -70    │ -38.31005096435547 │      -85      │      1       │   1.7065259587   │   2.0457652275   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    -78    │ -64.14314994192195 │      -96      │      1       │ 1.26373929630882 │ 2.56400741110289 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-12-27 18:53:53 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, Started OmniOpt2 run...
2025-12-27 18:53:55 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, getting new HP set (no sbatch)
2025-12-27 18:53:55 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, requested 1 jobs, got 1, 1.65 s/job
2025-12-27 18:53:55 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, eval #1/1 start                    
2025-12-27 18:53:55 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, starting new job                   
2025-12-27 18:53:55 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, started new job                    
2025-12-27 18:54:04 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, new result: RESULT1: 1.839091, RESULT2: 2.077803
2025-12-27 18:54:07 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, 3 done, finishing jobs, finished 1 job          
2025-12-27 18:54:10 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, 3 done, getting new HP set (no sbatch)          
2025-12-27 18:54:10 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, 3 done, requested 1 jobs, got 1, 3.52 s/job     
2025-12-27 18:54:10 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, 3 done, eval #1/1 start                         
2025-12-27 18:54:10 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, 3 done, starting new job                        
2025-12-27 18:54:10 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, 3 done, started new job                         
2025-12-27 18:54:19 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, 3 done, new result: RESULT1: 1.263739, RESULT2: 2.564007
2025-12-27 18:54:22 (13645396-0d35-4746-b410-f70568de0ba0): BO_MIXED, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.108 │    1 │        0.108 │
│       2 │   0.100 │    1 │        0.100 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.104 │      │              │
│  Median │   0.104 │      │              │
│   Total │   0.208 │      │              │
│     Max │   0.108 │      │              │
│     Min │   0.100 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.653 │    1 │        1.653 │
│         2 │   3.517 │    1 │        3.517 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   2.585 │      │              │
│    Median │   2.585 │      │              │
│     Total │   5.170 │      │              │
│       Max │   3.517 │      │              │
│       Min │   1.653 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1766861631,759.1015625,28.5

`RESULT1` (goal: minimize)

Best value: 1.2637392963088
Achieved at:
- RESULT2 = 2.5640074111029
- int_param = -78
- float_param = -64.143149941922
- int_param_two = -96
- choice_param = 1

`RESULT2` (goal: minimize)

Best value: 2.0457652275
Achieved at:
- RESULT1 = 1.7065259587
- int_param = -70
- float_param = -38.310050964355
- int_param_two = -85
- choice_param = 1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-78	-70	-74	4	2
OO_Info_int_param_two	-96	-85	-90.5	5.5	2
OO_Info_float_param	-64.1431	-38.1523	-51.1477	12.9954	2
OO_Info_choice_param	1	16	8.5	7.5	2
RESULT1	1.2637	1.8974	1.6767	0.2482	4
RESULT2	2.0458	2.564	2.25	0.2085	4
int_param	-78	10	-52	35.9444	4
float_param	-100	-38.1523	-60.1514	25.3222	4
int_param_two	-96	9	-64.25	42.5287	4
choice_param	No numerical statistics available

submitit INFO (2025-12-27 18:53:55,945) - Starting with JobEnvironment(job_id=149372, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-27 18:53:55,945) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/single_runs/149372/149372_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -70, "float_param": -38.15225532397387, "choice_param": 16, "int_param_two": -85}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-70' --float_param='-38.15225532397386842831' --choice_param='16'  --int_param_two='-85' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766858540.7770157
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766858916.9610875
Last modification: 1766858540.7770157
Hostname: runnervmdwttx
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-70' --float_param='-38.15225532397386842831' --choice_param='16'  --int_param_two='-85' --nr_results=2 
stdout:
 OO-Info: int_param: -70
OO-Info: int_param_two: -85
OO-Info: float_param: -38.15225532397386842831
OO-Info: choice_param: 16
RESULT1: 1.83909120045519
RESULT2: 2.07780336714083

stderr was empty
Result: {'RESULT1': 1.83909120045519, 'RESULT2': 2.07780336714083}
Final-results: {'RESULT1': 1.83909120045519, 'RESULT2': 2.07780336714083}
EXIT_CODE: 0
submitit INFO (2025-12-27 18:54:03,564) - Job completed successfully
submitit INFO (2025-12-27 18:54:03,564) - Exiting after successful completion