OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	2
Number random steps	2
Number random steps (from arguments)	20
Nr. of workers (parameter)	20

Best RESULT, min (total: 2)

OO_Info_int_pa…	OO_Info_int_pa…	OO_Info_float_…	OO_Info_choic…	int_param	float_param	int_param_two	choice_param	RESULT
-89	-1	-97.2464110888…	hallo	-89	-97.2464110888…	-1	hallo	-193973.00580…

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	2	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

Number of evaluations

Failed	Succeeded	Running	Total
0	2	0	2

Result names and types

name	min/max
RESULT	min

Last progressbar status

2026-08-10 07:06:50 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, best RESULT: -193973.005805509, █▁, finishing jobs, finished 1 job

Git-Version

Commit: 0ee5cf254f714a0b95d0209083fdd2f6d3da19f7 (9429-1-g0ee5cf254)

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,RESULT,int_param,float_param,int_param_two,choice_param
0,1786345588,2,339f526f-e10e-44f9-b798-ab828d678723,1786345590,1786345596,6,./.tests/optimization_example --int_param='-89' --float_param='-97.24641108885407447815' --choice_param='hallo' --int_param_two='-1',0,,runnervmliwqe,-89,-1,-97.2464110888540744781494140625,hallo,0_0,COMPLETED,SOBOL,-193973.00580550899030640721321105957,-89,-97.2464110888540744781494140625,-1,hallo
1,1786345599,2,339f526f-e10e-44f9-b798-ab828d678723,1786345601,1786345607,6,./.tests/optimization_example --int_param='-37' --float_param='1.36507214047014713287' --choice_param='2' --int_param_two='-64',0,,runnervmliwqe,-37,-64,1.36507214047014713287353515625,2,1_0,COMPLETED,SOBOL,-65061.047005439897475298494100570679,-37,1.36507214047014713287353515625,-64,2


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


/span>Current git-hash: 0ee5cf254f714a0b95d0209083fdd2f6d3da19f7 (last fully tested stable version 1 commit ago [a8b8249cb96b9a463ce0aacb00c08f5e88f4a047, 9429])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 08-10 07:06:26] 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]`.
Run-UUID: 4e92026a-ca10-4ae7-87f6-c89b3f6a6841
/home/runner/.omniax_venvs/Python_3.10.12/x86_64/lib/python3.10/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_3.10.12/x86_64/lib/python3.10/site-packages/plyer/platforms/linux/notification.py:107: UserWarning: notify-send not found.
  warnings.warn("notify-send not found.")
  _________________________________________________
 /                                                 \
| OmniOpt2 - Tuning like a Jedi: Feel the force of  |
| the optimal values.                               |
 \                                                 /
  =================================================
                                                 \
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                                                    \
                                                        ____________
                                                        |__________|
                                                       /           /\
                                                      /           /  \
                                                     /___________/___/|
                                                     |          |     |
                                                     |  ==\ /== |     |
                                                     |   O   O  | \ \ |
                                                     |     <    |  \ \|
                                                    /|          |   \ \
                                                   / |  \_____/ |   / /
                                                  / /|          |  / /|
                                                 /||\|          | /||\/
                                                     -------------|
                                                         | |    | |
                                                        <__/    \__>
omniopt --config_yaml .tests/example_config_cpu.yaml --follow
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/1
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=__main__tests__&run_nr=133 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 2 steps.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)'
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         │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT      │         min │
└─────────────┴─────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description                                                 ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Best RESULT, min (total: 2)
┏━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━┓
┃ OO_Info_int_pa… ┃ OO_Info_int_pa… ┃ OO_Info_float_… ┃ OO_Info_choic… ┃ int_param ┃ float_param     ┃ int_param_two ┃ choice_param ┃ RESULT         ┃
┡━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━┩
│ -89             │ -1              │ -97.2464110888… │ hallo          │ -89       │ -97.2464110888… │ -1            │ hallo        │ -193973.00580… │
└─────────────────┴─────────────────┴─────────────────┴────────────────┴───────────┴─────────────────┴───────────────┴──────────────┴────────────────┘
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: 31s                                                                                                                               │
│    🏆 Best RESULT: -193973.005805509                                                                                                               │
│    📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/1/results.csv                                                                │
│    🤖 Model: SOBOL                                                                                                                                 │
│                                                                                                                                                    │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

2026-08-10 07:06:28 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, Started OmniOpt2 run...
2026-08-10 07:06:28 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, getting new HP set (no sbatch)
2026-08-10 07:06:28 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-08-10 07:06:28 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, eval #1/1 start                    
2026-08-10 07:06:28 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, starting new job                   
2026-08-10 07:06:29 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, started new job                    
2026-08-10 07:06:38 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, new result: RESULT: -193973.005806 
2026-08-10 07:06:39 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, best RESULT: -193973.005805509, finishing jobs, finished 1 job
2026-08-10 07:06:39 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, best RESULT: -193973.005805509, getting new HP set (no sbatch)
2026-08-10 07:06:39 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, best RESULT: -193973.005805509, requested 1 jobs, got 1, 0.06 s/job
2026-08-10 07:06:39 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, best RESULT: -193973.005805509, eval #1/1 start                    
2026-08-10 07:06:39 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, best RESULT: -193973.005805509, starting new job                   
2026-08-10 07:06:39 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, best RESULT: -193973.005805509, started new job                    
2026-08-10 07:06:48 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, best RESULT: -193973.005805509, new result: RESULT: -65061.047005  
2026-08-10 07:06:50 (339f526f-e10e-44f9-b798-ab828d678723): SOBOL, best RESULT: -193973.005805509, █▁, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.140 │    1 │        0.140 │
│       2 │   0.085 │    1 │        0.085 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.113 │      │              │
│  Median │   0.113 │      │              │
│   Total │   0.226 │      │              │
│     Max │   0.140 │      │              │
│     Min │   0.085 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.032 │    1 │        0.032 │
│         2 │   0.060 │    1 │        0.060 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.046 │      │              │
│    Median │   0.046 │      │              │
│     Total │   0.092 │      │              │
│       Max │   0.060 │      │              │
│       Min │   0.032 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	.tests/example_config_cpu.yaml
config_toml	None
config_json	None
num_random_steps	20
max_eval	2
run_program	./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)'
	--choice_param='%(choice_param)' --int_param_two='%(int_param_two)'
experiment_name	__main__tests__
mem_gb	4
parameter	[{'param': ['int_param', 'range', '-100', '10', 'int']}, {'param': ['float_param', 'range', '-100',
	'10', 'float']}, {'param': ['choice_param', 'choice', '1,2,4,8,16,hallo']}, {'param':
	['int_param_two', 'range', '-100', '10', 'int'], 'num_random_steps': 1, 'model': 'BOTORCH_MODULAR',
	'auto_exclude_defective_hosts': True}]
continue_previous_job	None
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	True
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	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	20
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	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
1786345586,753.35546875,28.3

! 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	-89	-37	-63	26	2
OO_Info_int_param_two	-64	-1	-32.5	31.5	2
OO_Info_float_param	-97.2464	1.3651	-47.9407	49.3057	2
OO_Info_choice_param	No numerical statistics available
RESULT	-193973.0058	-65061.047	-129517.0264	64455.9794	2
int_param	-89	-37	-63	26	2
float_param	-97.2464	1.3651	-47.9407	49.3057	2
int_param_two	-64	-1	-32.5	31.5	2
choice_param	No numerical statistics available

submitit INFO (2026-08-10 07:06:29,271) - Starting with JobEnvironment(job_id=87450, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 07:06:29,272) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/1/single_runs/87450/87450_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -89, "float_param": -97.24641108885407, "int_param_two": -1, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-89' --float_param='-97.24641108885407447815' --choice_param='hallo' --int_param_two='-1'
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1786344169.0913792
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786344831.551629
Last modification: 1786344169.0913792
Hostname: runnervmliwqe
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-89' --float_param='-97.24641108885407447815' --choice_param='hallo' --int_param_two='-1'
stdout:
 OO-Info: int_param: -89
OO-Info: int_param_two: -1
OO-Info: float_param: -97.24641108885407447815
OO-Info: choice_param: hallo
RESULT: -193973.005805509

stderr was empty
Result: {'RESULT': -193973.005805509}
Final-results: {'RESULT': -193973.005805509}
EXIT_CODE: 0
submitit INFO (2026-08-10 07:06:36,969) - Job completed successfully
submitit INFO (2026-08-10 07:06:36,969) - Exiting after successful completion