OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BO_MIXED
Max. nr. evaluations	2
Number random steps	1
Nr. of workers (parameter)	1

Best RESULT1, min (total: 2)

OO_Info_int…	OO_Info_int_…	OO_Info_flo…	OO_Info_choi…	RESULT2	int_param	float_param	int_param_two	choice_param	RESULT1
10	-100	10.0	16	2.987049528…	10	10.0	-100	16	1.278979562…

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BO_MIXED	1	1

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	range	-100	10		int	No
float_param	range	-100	10		float	No
choice_param	choice			1, 2, 4, 8, 16, hallo
int_param_two	range	-100	10		int	No

Number of evaluations

Failed	Succeeded	Running	Total
0	2	0	2

Result names and types

name	min/max
RESULT1	min
RESULT2	min

Last progressbar status

2026-07-20 20:08:58 (fd3bad48-4366-401c-9f5f-47d53f4248f8): BO_MIXED, 2 done, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: bb3da5498a7ec1994891f33dac83f626ca69e85c (9411)

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
0,1784578112,2,fd3bad48-4366-401c-9f5f-47d53f4248f8,1784578114,1784578120,6,./.tests/optimization_example --int_param='-65' --float_param='-69.36035245656967163086' --choice_param='hallo'  --int_param_two='-29' --nr_results=2,0,,runnervm3jd5f,-65,-29,-69.360352456569671630859375,hallo,0_0,COMPLETED,SOBOL,1.590649476599999889714354139869,2.625113441199999897435191087425,-65,-69.360352456569671630859375,-29,hallo
1,1784578126,1,fd3bad48-4366-401c-9f5f-47d53f4248f8,1784578127,1784578133,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='16'  --int_param_two='-100' --nr_results=2,0,,runnervm3jd5f,10,-100,10,16,1_0,COMPLETED,BO_MIXED,1.278979562529459990116720291553,2.987049528022419853101609987789,10,10,-100,16

config_objectives not found


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

Current git-hash: bb3da5498a7ec1994891f33dac83f626ca69e85c (version: 9411)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[INFO 07-20 20:08:28] ax.storage.sqa_store.with_db_settings_base: Ax SQL storage initialized with SQLAlchemy 2.0.51
Run-UUID: fc075a03-571f-451f-99e6-b3e911ea5d4f
/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/plyer/platforms/linux/notification.py:103: UserWarning: The Python dbus package is not installed.
Try installing it with your distribution's package manager, it is usually called python-dbus or python3-dbus, but you might have to try dbus-python instead, e.g. when using pip.
  warnings.warn(msg)
/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/plyer/platforms/linux/notification.py:107: UserWarning: notify-send not found.
  warnings.warn("notify-send not found.")
  __                         __           __ 
 /\_\/                   o  /\_\/        /  )
|    | _  _  _    _  _     |    |  _ _|_   / 
|    |/ |/ |/ |  / |/ |  | |    ||/ \_|   /  
 \__/   |  |  |_/  |  |_/|_/\__/ |__/ |_//___
                                /|           
                                \|           

omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_BO_MIXED --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0yCg== --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --follow --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --result_names RESULT1=min RESULT2=min --model=BO_MIXED --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BO_MIXED&run_nr=160 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BO_MIXED for 1 step.
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     │ range  │ -100        │ 10          │                       │ int   │ No         │
│ float_param   │ range  │ -100        │ 10          │                       │ float │ No         │
│ choice_param  │ choice │             │             │ 1, 2, 4, 8, 16, hallo │       │            │
│ int_param_two │ range  │ -100        │ 10          │                       │ int   │ No         │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
config_objectives not found
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      │    -65    │ -69.36035245656967 │      -29      │    hallo     │   1.5906494766   │   2.6251134412   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      1      │    10     │         10         │     -100      │      16      │ 1.27897956252946 │ 2.98704952802242 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

╭─────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ───────────────────────────────────────────────────────────────╮
│                                                                                                                                                    │
│  ✅  Optimization complete!                                                                                                                        │
│                                                                                                                                                    │
│    📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted                                                                                        │
│    ⏱️  Duration: 43s                                                                                                                               │
│    🏆 Best RESULT1: 1.27897956252946                                                                                                               │
│    🏆 Best RESULT2: 2.6251134412                                                                                                                   │
│    📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/0/results.csv                                               │
│    🤖 Model: BO_MIXED                                                                                                                              │
│                                                                                                                                                    │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

2026-07-20 20:08:32 (fd3bad48-4366-401c-9f5f-47d53f4248f8): SOBOL, Started OmniOpt2 run...
2026-07-20 20:08:32 (fd3bad48-4366-401c-9f5f-47d53f4248f8): SOBOL, getting new HP set (no sbatch)
2026-07-20 20:08:32 (fd3bad48-4366-401c-9f5f-47d53f4248f8): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-07-20 20:08:32 (fd3bad48-4366-401c-9f5f-47d53f4248f8): SOBOL, eval #1/1 start                    
2026-07-20 20:08:32 (fd3bad48-4366-401c-9f5f-47d53f4248f8): SOBOL, starting new job                   
2026-07-20 20:08:32 (fd3bad48-4366-401c-9f5f-47d53f4248f8): SOBOL, started new job                    
2026-07-20 20:08:41 (fd3bad48-4366-401c-9f5f-47d53f4248f8): SOBOL, new result: RESULT1: 1.590649, RESULT2: 2.625113
2026-07-20 20:08:43 (fd3bad48-4366-401c-9f5f-47d53f4248f8): SOBOL, 1 done, finishing jobs, finished 1 job          
2026-07-20 20:08:45 (fd3bad48-4366-401c-9f5f-47d53f4248f8): BO_MIXED, 1 done, getting new HP set (no sbatch)       
2026-07-20 20:08:46 (fd3bad48-4366-401c-9f5f-47d53f4248f8): BO_MIXED, 1 done, requested 1 jobs, got 1, 2.42 s/job  
2026-07-20 20:08:46 (fd3bad48-4366-401c-9f5f-47d53f4248f8): BO_MIXED, 1 done, eval #1/1 start                      
2026-07-20 20:08:46 (fd3bad48-4366-401c-9f5f-47d53f4248f8): BO_MIXED, 1 done, starting new job                     
2026-07-20 20:08:46 (fd3bad48-4366-401c-9f5f-47d53f4248f8): BO_MIXED, 1 done, started new job                      
2026-07-20 20:08:55 (fd3bad48-4366-401c-9f5f-47d53f4248f8): BO_MIXED, 1 done, new result: RESULT1: 1.278980, RESULT2: 2.987050
2026-07-20 20:08:58 (fd3bad48-4366-401c-9f5f-47d53f4248f8): BO_MIXED, 2 done, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.267 │    1 │        0.267 │
│       2 │   0.115 │    1 │        0.115 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.191 │      │              │
│  Median │   0.191 │      │              │
│   Total │   0.382 │      │              │
│     Max │   0.267 │      │              │
│     Min │   0.115 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.052 │    1 │        0.052 │
│         2 │   2.417 │    1 │        2.417 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.234 │      │              │
│    Median │   1.234 │      │              │
│     Total │   2.468 │      │              │
│       Max │   2.417 │      │              │
│       Min │   0.052 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJS…
experiment_name	multi_results_2_results_BO_MIXED
mem_gb	4
parameter	[['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', 'float'],
	['choice_param', 'choice', '1,2,4,8,16,hallo'], ['int_param_two', 'range', '-100', '10', 'int']]
continue_previous_job	None
experiment_constraints	None
run_dir	runs
seed	None
verbose_tqdm	False
model	BO_MIXED
gridsearch	False
occ	False
show_sixel_scatter	False
show_sixel_general	False
show_sixel_trial_index_result	False
follow	True
send_anonymized_usage_stats	True
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	['RESULT1=min', 'RESULT2=min']
minkowski_p	2
signed_weighted_euclidean_weights
generation_strategy	None
generate_all_jobs_at_once	True
revert_to_random_when_seemingly_exhausted	False
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
nr_evals_per_arm	1
disable_notifications	False
dump_config	None
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	1
worker_timeout	5
slurm_use_srun	False
time	60
partition	alpha
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	True
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
1784578109,886.88671875,26.9

! No notable correlations between parameters were found (threshold: |r| > 0.3).

Top-5 Best Results

Parameter Sensitivity Ranking

Parameters ranked by absolute Pearson correlation with each result. Stronger correlations (|r| ≥ 0.7) suggest the parameter has more influence on the outcome.

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-65	10	-27.5	37.5	2
OO_Info_int_param_two	-100	-29	-64.5	35.5	2
OO_Info_float_param	-69.3604	10	-29.6802	39.6802	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.279	1.5906	1.4348	0.1558	2
RESULT2	2.6251	2.987	2.8061	0.181	2
int_param	-65	10	-27.5	37.5	2
float_param	-69.3604	10	-29.6802	39.6802	2
int_param_two	-100	-29	-64.5	35.5	2
choice_param	No numerical statistics available

submitit INFO (2026-07-20 20:08:33,205) - Starting with JobEnvironment(job_id=156349, hostname=runnervm3jd5f, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-07-20 20:08:33,205) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/0/single_runs/156349/156349_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -65, "float_param": -69.36035245656967, "int_param_two": -29, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-65' --float_param='-69.36035245656967163086' --choice_param='hallo'  --int_param_two='-29' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1784574190.2052464
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1784574834.65346
Last modification: 1784574190.2052464
Hostname: runnervm3jd5f
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-65' --float_param='-69.36035245656967163086' --choice_param='hallo'  --int_param_two='-29' --nr_results=2 
stdout:
 OO-Info: int_param: -65
OO-Info: int_param_two: -29
OO-Info: float_param: -69.36035245656967163086
OO-Info: choice_param: hallo
RESULT1: 1.59064947658135
RESULT2: 2.62511344123365

stderr was empty
Result: {'RESULT1': 1.59064947658135, 'RESULT2': 2.62511344123365}
Final-results: {'RESULT1': 1.59064947658135, 'RESULT2': 2.62511344123365}
EXIT_CODE: 0
submitit INFO (2026-07-20 20:08:40,787) - Job completed successfully
submitit INFO (2026-07-20 20:08:40,787) - Exiting after successful completion