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	2.3817954546	-81	-47.97013878822327	-19	1	1.7049410721

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

2025-11-20 13:40:44 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 4b245b376732352dd0e7501386e3e6ec306bef34 (9083-1-g4b245b376)

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,1.704941072100000010181020115851,2.381795454600000194744779946632,-81,-47.9701387882232666015625,-19,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.975200531800000103288539321511,2.280969619800000014464558262262,10,10,-100,2
2,1763645997,1,168e89e2-c061-4473-abde-f64fd2c97c2e,1763645998,1763646004,6,./.tests/optimization_example --int_param='10' --float_param='-89.23281837569125229948' --choice_param='hallo'  --int_param_two='-100' --nr_results=2,0,,runnervmfxdz0,10,-100,-89.232818375691252299475308973342,hallo,2_0,COMPLETED,BO_MIXED,1.953740370100000012243413038959,2.025262422700000009001541911857,10,-89.232818375691252299475308973342,-100,hallo
3,1763646029,1,168e89e2-c061-4473-abde-f64fd2c97c2e,1763646030,1763646036,6,./.tests/optimization_example --int_param='-79' --float_param='-74.69213023799257200608' --choice_param='hallo'  --int_param_two='-21' --nr_results=2,0,,runnervmfxdz0,-79,-21,-74.692130237992572006078262347728,hallo,3_0,COMPLETED,BO_MIXED,1.865764066184969927064685180085,2.645223065137059847984346561134,-79,-74.692130237992572006078262347728,-21,hallo


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

Current git-hash: 4b245b376732352dd0e7501386e3e6ec306bef34 (last fully tested stable version 1 commit ago [91fbcf2592bafca205c776a3bb503b30557d1f5d, 9083])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 13:39:43] 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: ad6bc38b-5bcf-49d1-b18a-b42402f476bd
 _____                           _____           __       ___     
/\  __`\                      __/\  __`\        /\ \__  /'___`\   
\ \ \/\ \    ___ ___     ___ /\_\ \ \/\ \  _____\ \ ,_\/\_\ /\ \  
 \ \ \ \ \ /' __` __`\ /' _ `\/\ \ \ \ \ \/\ '__`\ \ \/\/_/// /__ 
  \ \ \_\ \/\ \/\ \/\ \/\ \/\ \ \ \ \ \_\ \ \ \L\ \ \ \_  // /_\ \
   \ \_____\ \_\ \_\ \_\ \_\ \_\ \_\ \_____\ \ ,__/\ \__\/\______/
    \/_____/\/_/\/_/\/_/\/_/\/_/\/_/\/_____/\ \ \/  \/__/\/_____/ 
                                             \ \_\                
                                              \/_/                

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=215 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      │    -81    │ -47.97013878822327 │      -19      │      1       │ 1.7049410721 │ 2.3817954546 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      2      │    10     │ -89.23281837569125 │     -100      │    hallo     │ 1.9537403701 │ 2.0252624227 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-20 13:39:48 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, Started OmniOpt2 run...
2025-11-20 13:39:57 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, getting new HP set (no sbatch)
2025-11-20 13:39:57 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, requested 1 jobs, got 1, 8.34 s/job
2025-11-20 13:39:57 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, eval #1/1 start                    
2025-11-20 13:39:57 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, starting new job                   
2025-11-20 13:39:57 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, started new job                    
2025-11-20 13:40:06 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, new result: RESULT1: 1.953740, RESULT2: 2.025262
2025-11-20 13:40:13 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, 3 done, finishing jobs, finished 1 job          
2025-11-20 13:40:28 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, 3 done, getting new HP set (no sbatch)          
2025-11-20 13:40:29 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, 3 done, requested 1 jobs, got 1, 15.71 s/job    
2025-11-20 13:40:29 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, 3 done, eval #1/1 start                         
2025-11-20 13:40:29 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, 3 done, starting new job                        
2025-11-20 13:40:29 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, 3 done, started new job                         
2025-11-20 13:40:38 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, 3 done, new result: RESULT1: 1.865764, RESULT2: 2.645223
2025-11-20 13:40:44 (168e89e2-c061-4473-abde-f64fd2c97c2e): BO_MIXED, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.107 │    1 │        0.107 │
│       2 │   0.097 │    1 │        0.097 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.102 │      │              │
│  Median │   0.102 │      │              │
│   Total │   0.204 │      │              │
│     Max │   0.107 │      │              │
│     Min │   0.097 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   8.338 │    1 │        8.338 │
│         2 │  15.707 │    1 │       15.707 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │  12.022 │      │              │
│    Median │  12.022 │      │              │
│     Total │  24.045 │      │              │
│       Max │  15.707 │      │              │
│       Min │   8.338 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1763645983,752.96484375,28.7
1763646044,788.98828125,28.2

`RESULT1` (goal: minimize)

Best value: 1.7049410721
Achieved at:
- RESULT2 = 2.3817954546
- int_param = -81
- float_param = -47.970138788223
- int_param_two = -19
- choice_param = 1

`RESULT2` (goal: minimize)

Best value: 2.0252624227
Achieved at:
- RESULT1 = 1.9537403701
- int_param = 10
- float_param = -89.232818375691
- int_param_two = -100
- choice_param = hallo

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-79	10	-34.5	44.5	2
OO_Info_int_param_two	-100	-21	-60.5	39.5	2
OO_Info_float_param	-89.2328	-74.6921	-81.9625	7.2703	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.7049	1.9752	1.8749	0.1064	4
RESULT2	2.0253	2.6452	2.3333	0.2221	4
int_param	-81	10	-35	45.0056	4
float_param	-89.2328	10	-50.4738	37.9214	4
int_param_two	-100	-19	-60	40.0062	4
choice_param	No numerical statistics available

submitit INFO (2025-11-20 13:39:57,420) - Starting with JobEnvironment(job_id=184228, hostname=runnervmfxdz0, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-20 13:39:57,420) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/single_runs/184228/184228_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": 10, "float_param": -89.23281837569125, "choice_param": "hallo", "int_param_two": -100}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='10' --float_param='-89.23281837569125229948' --choice_param='hallo'  --int_param_two='-100' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1763642203.3614454
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1763642568.2910478
Last modification: 1763642203.3614454
Hostname: runnervmfxdz0
========
DEBUG INFOS END

./.tests/optimization_example --int_param='10' --float_param='-89.23281837569125229948' --choice_param='hallo'  --int_param_two='-100' --nr_results=2 
stdout:
 OO-Info: int_param: 10
OO-Info: int_param_two: -100
OO-Info: float_param: -89.23281837569125229948
OO-Info: choice_param: hallo
RESULT1: 1.95374037006787
RESULT2: 2.0252624227173

stderr was empty
Result: {'RESULT1': 1.95374037006787, 'RESULT2': 2.0252624227173}
Final-results: {'RESULT1': 1.95374037006787, 'RESULT2': 2.0252624227173}
EXIT_CODE: 0
submitit INFO (2025-11-20 13:40:04,985) - Job completed successfully
submitit INFO (2025-11-20 13:40:04,985) - Exiting after successful completion