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
-42.0	-44.0	-74.1356467245848	1	2.8934560533	-42	-74.13564672458479	-44	1	1.3018093883000001

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

2025-12-28 15:50:17 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 170393d83dd9480ab7817e51389aae8dc4b1ecf2 (9176-12-g170393d83)

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,1.716996005099999944576438792865,2.758609904500000098437340056989,-42,-73.939688503742218017578125,-44,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.877837874499999948341155686649,2.094398725600000066293659983785,-100,10,-100,1
2,1766936988,2,137389f7-b629-4bb4-92b9-8b73c6af95b0,1766936990,1766936996,6,./.tests/optimization_example --int_param='-42' --float_param='-74.13564672458478810313' --choice_param='1'  --int_param_two='-44' --nr_results=2,0,,runnervmh13bl,-42,-44,-74.135646724584802313984255306423,1,2_0,COMPLETED,BO_MIXED,1.301809388300000147609125633608,2.893456053299999997108216120978,-42,-74.135646724584788103129540104419,-44,1
3,1766937004,2,137389f7-b629-4bb4-92b9-8b73c6af95b0,1766937006,1766937012,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='hallo'  --int_param_two='-100' --nr_results=2,0,,runnervmh13bl,-100,-100,10,hallo,3_0,COMPLETED,BO_MIXED,1.869127975850459977280593193427,2.646151065218389941691157218884,-100,10,-100,hallo


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

Current git-hash: 170393d83dd9480ab7817e51389aae8dc4b1ecf2 (last fully tested stable version 12 commits ago [615815d7faceb30fd81f992ecff2c39b1a8872ef, 9176])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 15:49:41] 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: 63e53451-6d4c-42d0-8327-615c187d5863
 .88888.                      oo  .88888.             dP   d8888b. 
d8'   `8b                        d8'   `8b            88       `88 
88     88 88d8b.d8b. 88d888b. dP 88     88 88d888b. d8888P .aaadP' 
88     88 88'`88'`88 88'  `88 88 88     88 88'  `88   88   88'     
Y8.   .8P 88  88  88 88    88 88 Y8.   .8P 88.  .88   88   88.     
 `8888P'  dP  dP  dP dP    dP dP  `8888P'  88Y888P'   dP   Y88888P 
                                           88                      
                                           dP                      

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=435 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      │    -42    │ -73.93968850374222 │      -44      │      16      │    1.7169960051    │   2.7586099045   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│      1      │   -100    │         10         │     -100      │      1       │    1.8778378745    │   2.0943987256   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│      2      │    -42    │ -74.13564672458479 │      -44      │      1       │ 1.3018093883000001 │   2.8934560533   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│      3      │   -100    │         10         │     -100      │    hallo     │  1.86912797585046  │ 2.64615106521839 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────────┘
                                     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 15:49:46 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, Started OmniOpt2 run...
2025-12-28 15:49:48 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, getting new HP set (no sbatch)
2025-12-28 15:49:48 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, requested 1 jobs, got 1, 2.25 s/job
2025-12-28 15:49:48 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, eval #1/1 start                    
2025-12-28 15:49:48 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, starting new job                   
2025-12-28 15:49:48 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, started new job                    
2025-12-28 15:49:57 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, new result: RESULT1: 1.301809, RESULT2: 2.893456
2025-12-28 15:50:00 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, 3 done, finishing jobs, finished 1 job          
2025-12-28 15:50:04 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, 3 done, getting new HP set (no sbatch)          
2025-12-28 15:50:04 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, 3 done, requested 1 jobs, got 1, 3.28 s/job     
2025-12-28 15:50:04 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, 3 done, eval #1/1 start                         
2025-12-28 15:50:04 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, 3 done, starting new job                        
2025-12-28 15:50:04 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, 3 done, started new job                         
2025-12-28 15:50:13 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, 3 done, new result: RESULT1: 1.869128, RESULT2: 2.646151
2025-12-28 15:50:17 (137389f7-b629-4bb4-92b9-8b73c6af95b0): BO_MIXED, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.229 │    1 │        0.229 │
│       2 │   0.116 │    1 │        0.116 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.172 │      │              │
│  Median │   0.172 │      │              │
│   Total │   0.345 │      │              │
│     Max │   0.229 │      │              │
│     Min │   0.116 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   2.247 │    1 │        2.247 │
│         2 │   3.278 │    1 │        3.278 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   2.762 │      │              │
│    Median │   2.762 │      │              │
│     Total │   5.525 │      │              │
│       Max │   3.278 │      │              │
│       Min │   2.247 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1766936983,786.35546875,27.1

`RESULT1` (goal: minimize)

Best value: 1.3018093883
Achieved at:
- RESULT2 = 2.8934560533
- int_param = -42
- float_param = -74.135646724585
- int_param_two = -44
- choice_param = 1

`RESULT2` (goal: minimize)

Best value: 2.0943987256
Achieved at:
- RESULT1 = 1.8778378745
- int_param = -100
- float_param = 10
- int_param_two = -100
- choice_param = 1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-42	-71	29	2
OO_Info_int_param_two	-100	-44	-72	28	2
OO_Info_float_param	-74.1356	10	-32.0678	42.0678	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.3018	1.8778	1.6914	0.2339	4
RESULT2	2.0944	2.8935	2.5982	0.3037	4
int_param	-100	-42	-71	29	4
float_param	-74.1356	10	-32.0188	42.0189	4
int_param_two	-100	-44	-72	28	4
choice_param	No numerical statistics available

submitit INFO (2025-12-28 15:49:48,758) - Starting with JobEnvironment(job_id=147431, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 15:49:48,758) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/single_runs/147431/147431_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -42, "float_param": -74.13564672458479, "choice_param": 1, "int_param_two": -44}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-42' --float_param='-74.13564672458478810313' --choice_param='1'  --int_param_two='-44' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766933394.4332948
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766933748.8823195
Last modification: 1766933394.4332948
Hostname: runnervmh13bl
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-42' --float_param='-74.13564672458478810313' --choice_param='1'  --int_param_two='-44' --nr_results=2 
stdout:
 OO-Info: int_param: -42
OO-Info: int_param_two: -44
OO-Info: float_param: -74.13564672458478810313
OO-Info: choice_param: 1
RESULT1: 1.30180938828653
RESULT2: 2.89345605331206

stderr was empty
Result: {'RESULT1': 1.30180938828653, 'RESULT2': 2.89345605331206}
Final-results: {'RESULT1': 1.30180938828653, 'RESULT2': 2.89345605331206}
EXIT_CODE: 0
submitit INFO (2025-12-28 15:49:56,339) - Job completed successfully
submitit INFO (2025-12-28 15:49:56,339) - Exiting after successful completion