OmniOpt2

Experiment overview

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

Best RESULT1, min (total: 1)

OO_Info_int_param	OO_Info_int_para…	OO_Info_float_pa…	OO_Info_choice_p…	RESULT2	RESULT3	int_param	float_param	int_param_two	choice_param	RESULT1
-26	-27	-76.5305806696415	16	2.04627592097144	3.99306909636387	-26	-76.53058066964…	-27	16	1.16233458144507

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	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	1	0	1

Result names and types

name	min/max
RESULT1	min
RESULT2	max
RESULT3	min

Last progressbar status

2026-05-24 07:30:23 (7a08c7b0-cb8f-4bdb-8b3b-7c866ef39573): SOBOL, 1 done, finishing jobs, finished 1 job

Git-Version

Commit: 3d587dc4b297f4e0db9767b04ad80de912dc9888 (9335)

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,RESULT3,int_param,float_param,int_param_two,choice_param
0,1779607812,2,7a08c7b0-cb8f-4bdb-8b3b-7c866ef39573,1779607814,1779607820,6,./.tests/optimization_example --random_sem --int_param='-26' --float_param='-76.53058066964149475098' --choice_param='16' --int_param_two='-27' --nr_results=3,0,,runnervmyxb0g,-26,-27,-76.5305806696414947509765625,16,0_0,COMPLETED,SOBOL,1.162334581445070069705138848803,2.046275920971440065443403000245,3.993069096363869974197768897284,-26,-76.5305806696414947509765625,-27,16


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

Current git-hash: 3d587dc4b297f4e0db9767b04ad80de912dc9888 (version: 9335)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-24 07:30:09] 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: 7845215e-f9e7-47dc-b170-b4f0a5651f71
/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.")
  ____                  _  ____        _   ___  
 / __ \                (_)/ __ \      | | |__ \ 
| |  | |_ __ ___  _ __  _| |  | |_ __ | |_   ) |
| |  | | '_ ` _ \| '_ \| | |  | | '_ \| __| / / 
| |__| | | | | | | | | | | |__| | |_) | |_ / /_ 
 \____/|_| |_| |_|_| |_|_|\____/| .__/ \__|____|
                                | |             
                                |_|             

omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=test_if_debug_py_has_alternating --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 1 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1yYW5kb21fc2VtIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0z --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 --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --result_names RESULT1=min RESULT2=max RESULT3=min --generate_all_jobs_at_once --follow --show_generate_time_table --disable_notifications
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/test_if_debug_py_has_alternating/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=test_if_debug_py_has_alternating&run_nr=4 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step.
Run-Program: ./.tests/optimization_example --random_sem --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=3
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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1     │         min │
│ RESULT2     │         max │
│ RESULT3     │         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      ┃     RESULT3      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      0      │    -26    │ -76.5305806696415 │      -27      │      16      │ 1.16233458144507 │ 2.04627592097144 │ 3.99306909636387 │
└─────────────┴───────────┴───────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┴──────────────────┘
Your console does not support sixel-images. Will not print Pareto-frontier as a 
matplotlib-sixel-plot for RESULT1/RESULT3.
Pareto-Front for RESULT1/RESULT3:
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃    float_param    ┃ int_param_two ┃ choice_param ┃     RESULT1      ┃     RESULT2      ┃     RESULT3      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      0      │    -26    │ -76.5305806696415 │      -27      │      16      │ 1.16233458144507 │ 2.04627592097144 │ 3.99306909636387 │
└─────────────┴───────────┴───────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┴──────────────────┘
Your console does not support sixel-images. Will not print Pareto-frontier as a 
matplotlib-sixel-plot for RESULT2/RESULT3.
Pareto-Front for RESULT2/RESULT3:
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃    float_param    ┃ int_param_two ┃ choice_param ┃     RESULT1      ┃     RESULT2      ┃     RESULT3      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      0      │    -26    │ -76.5305806696415 │      -27      │      16      │ 1.16233458144507 │ 2.04627592097144 │ 3.99306909636387 │
└─────────────┴───────────┴───────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┴──────────────────┘
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
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time  ┃ Max time  ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│           1           │ 6.00 sec  │ 6.00 sec  │   6.00 sec   │  6.00 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.032 │    1 │        0.032 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.032 │      │              │
│    Median │   0.032 │      │              │
│     Total │   0.032 │      │              │
│       Max │   0.032 │      │              │
│       Min │   0.032 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.125 │    1 │        0.125 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.125 │      │              │
│  Median │   0.125 │      │              │
│   Total │   0.125 │      │              │
│     Max │   0.125 │      │              │
│     Min │   0.125 │      │              │
└─────────┴─────────┴──────┴──────────────┘

╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│                                                                                                                                                                                                      │
│  ✅  Optimization complete!                                                                                                                                                                          │
│                                                                                                                                                                                                      │
│    📊 Trials: 1 succeeded / 0 failed / 1 done / 1 submitted                                                                                                                                          │
│    ⏱️  Duration: 22s                                                                                                                                                                                 │
│    🏆 Best RESULT1: 1.16233458144507                                                                                                                                                                 │
│    🏆 Best RESULT2: 2.04627592097144                                                                                                                                                                 │
│    🏆 Best RESULT3: 3.99306909636387                                                                                                                                                                 │
│    📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/test_if_debug_py_has_alternating/0/results.csv                                                                                                 │
│    🧠 Model: SOBOL                                                                                                                                                                                   │
│                                                                                                                                                                                                      │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

2026-05-24 07:30:12 (7a08c7b0-cb8f-4bdb-8b3b-7c866ef39573): SOBOL, Started OmniOpt2 run...
2026-05-24 07:30:12 (7a08c7b0-cb8f-4bdb-8b3b-7c866ef39573): SOBOL, getting new HP set (no sbatch)
2026-05-24 07:30:12 (7a08c7b0-cb8f-4bdb-8b3b-7c866ef39573): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-05-24 07:30:12 (7a08c7b0-cb8f-4bdb-8b3b-7c866ef39573): SOBOL, eval #1/1 start                    
2026-05-24 07:30:12 (7a08c7b0-cb8f-4bdb-8b3b-7c866ef39573): SOBOL, starting new job                   
2026-05-24 07:30:12 (7a08c7b0-cb8f-4bdb-8b3b-7c866ef39573): SOBOL, started new job                    
2026-05-24 07:30:21 (7a08c7b0-cb8f-4bdb-8b3b-7c866ef39573): SOBOL, new result: RESULT1: 1.162335 (SEM: 0.543836), RESULT2: 2.046276 (SEM: 0.965435), RESULT3: 3.993069 (SEM: 0.757040)
2026-05-24 07:30:23 (7a08c7b0-cb8f-4bdb-8b3b-7c866ef39573): SOBOL, 1 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.125 │    1 │        0.125 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.125 │      │              │
│  Median │   0.125 │      │              │
│   Total │   0.125 │      │              │
│     Max │   0.125 │      │              │
│     Min │   0.125 │      │              │
└─────────┴─────────┴──────┴──────────────┘

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

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	1
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1yYW5kb21fc2VtIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9w…
experiment_name	test_if_debug_py_has_alternating
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	BOTORCH_MODULAR
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=max', 'RESULT3=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	True
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	True
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
1779607810,748.58984375,28.1

Parameter statistics

Parameter	Min	Max	Mean	Count
run_time	6	6	6	1
OO_Info_int_param	-26	-26	-26	1
OO_Info_int_param_two	-27	-27	-27	1
OO_Info_float_param	-76.5306	-76.5306	-76.5306	1
OO_Info_choice_param	16	16	16	1
RESULT1	1.1623	1.1623	1.1623	1
RESULT2	2.0463	2.0463	2.0463	1
RESULT3	3.9931	3.9931	3.9931	1
int_param	-26	-26	-26	1
float_param	-76.5306	-76.5306	-76.5306	1
int_param_two	-27	-27	-27	1
choice_param	16	16	16	1

submitit INFO (2026-05-24 07:30:13,062) - Starting with JobEnvironment(job_id=168168, hostname=runnervmyxb0g, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-24 07:30:13,063) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/test_if_debug_py_has_alternating/0/single_runs/168168/168168_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -26, "float_param": -76.5305806696415, "int_param_two": -27, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --random_sem --int_param='-26' --float_param='-76.53058066964149475098' --choice_param='16' --int_param_two='-27' --nr_results=3
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1779604178.3616383
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1779604826.2844887
Last modification: 1779604178.3616383
Hostname: runnervmyxb0g
========
DEBUG INFOS END

./.tests/optimization_example --random_sem --int_param='-26' --float_param='-76.53058066964149475098' --choice_param='16' --int_param_two='-27' --nr_results=3
stdout:
 OO-Info: int_param: -26
OO-Info: int_param_two: -27
OO-Info: float_param: -76.53058066964149475098
OO-Info: choice_param: 16
RESULT1: 1.16233458144507
SEM-RESULT1: 0.543836024447472
RESULT2: 2.04627592097144
SEM-RESULT2: 0.965434574612068
RESULT3: 3.99306909636387
SEM-RESULT3: 0.757040260345079

stderr was empty
Result: {'RESULT1': 1.16233458144507, 'RESULT2': 2.04627592097144, 'RESULT3': 3.99306909636387}
Final-results: {'RESULT1': (1.16233458144507, 0.543836024447472), 'RESULT2': (2.04627592097144, 0.965434574612068), 'RESULT3': (3.99306909636387, 0.757040260345079)}
EXIT_CODE: 0
submitit INFO (2026-05-24 07:30:20,693) - Job completed successfully
submitit INFO (2026-05-24 07:30:20,693) - Exiting after successful completion