OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	6
Max. nr. evaluations (from arguments)	2
Number random steps	1
Nr. of workers (parameter)	1
Nr. imported jobs	4

Best RESULT, min (total: 2 + inserted jobs: 4)

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	int_param	float_param	int_param_two	choice_param	RESULT
-1.0	-100.0	-1000.0	hallo	-1	-1000.0	-100	hallo	-10210324.52

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	5	5

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	rangeparameter	-100	10		int	No
float_param	rangeparameter	-1000	1000		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	6	0	6

Result names and types

name	min/max
RESULT	min

Last progressbar status

2025-12-09 11:39:14 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, best RESULT: -10210324.52, finishing jobs, finished 1 job

Git-Version

Commit: 9ad024be46a77469952684fa72fd7c65aec13951 (9124-2-g9ad024be4)

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,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,-7544.696593528499761305283755064011,-14,-13.37110936641693115234375,8,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-208690.47223446500720456242561340332,-95,-17.283519099247392603047046577558,-97,hallo
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-310673.723456838983111083507537841797,-100,-90.137376176158511498215375468135,-100,hallo
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-247774.92000000001280568540096282959,-100,-100,-47,hallo
4,1765280321,2,4aab5bce-43ab-4025-ba81-bea41d9404b3,1765280323,1765280329,6,./.tests/optimization_example  --int_param='-100' --float_param='-963.24482515109707492229' --choice_param='hallo' --int_param_two='-100' --nr_results=1,0,,runnervmoqczp,-100,-100,-963.24482515109696123545290902257,hallo,4_0,COMPLETED,BOTORCH_MODULAR,-9595142.93431879021227359771728515625,-100,-963.244825151097074922290630638599,-100,hallo
5,1765280340,2,4aab5bce-43ab-4025-ba81-bea41d9404b3,1765280342,1765280348,6,./.tests/optimization_example  --int_param='-1' --float_param='-1000' --choice_param='hallo' --int_param_two='-100' --nr_results=1,0,,runnervmoqczp,-1,-100,-1000,hallo,5_0,COMPLETED,BOTORCH_MODULAR,-10210324.5199999995529651641845703125,-1,-1000,-100,hallo


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

Current git-hash: 9ad024be46a77469952684fa72fd7c65aec13951 (last fully tested stable version 2 commits ago [359c0bec91c129ab01eb6a0644e046b6ae817f02, 9124])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-09 11:38:26] 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]`.
Using old run's --time: 60
Using old run's --gpus: 0
Run-UUID: 90780c6c-a677-48d3-a9e3-8e7005540c05
  ________________________________________
| OmniOpt2 - Dialing in the magic numbers. |
  ========================================
                                               \
                                                \
                                                 \
                                                  \
                                                     .-=-==--==--.
                                               ..-=="  ,'o`)      `.
                                             ,'         `"'         \
                                            :  (                     `.__...._
                                            |                  )    /         `-=-.
                                            :       ,vv.-._   /    /               `---==-._
                                             \/\/\/VV ^ d88`;'    /                         `.
                                                 ``  ^/d88P!'    /             ,              `._
                                                    ^/    !'   ,.      ,      /                  "-,,__,,--'""""-.
                                                   ^/    !'  ,'  \ . .(      (         _           )  ) ) ) ))_,-.\
                                                  ^(__ ,!',"'   ;:+.:%:a.     \:.. . ,'          )  )  ) ) ,"'    '
                                                  ',,,'','     /o:::":%:%a.    \:.:.:         .    )  ) _,'
                                                   """'       ;':::'' `+%%%a._  \%:%|         ;.). _,-""
                                                          ,-='_.-'      ``:%::)  )%:|        /:._,"
                                                         (/(/"           ," ,'_,'%%%:       (_,'
                                                                        (  (//(`.___;        \
                                                                         \     \    `         `
                                                                          `.    `.   `.        :
                                                                            \. . .\    : . . . :
                                                                             \. . .:    `.. . .:
                                                                              `..:.:\     \:...\
                                                                               ;:.:.;      ::...:
                                                                               ):%::       :::::;
                                                                           __,::%:(        :::::
                                                                        ,;:%%%%%%%:        ;:%::
                                                                          ;,--""-.`\  ,=--':%:%:\
                                                                         /"       "| /-".:%%%%%%%\
                                                                                         ;,-"'`)%%)
                                                                                        /"      "|
omniopt --continue runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1 --num_parallel_jobs 1 --worker_timeout 10 --follow --gpus=0 --mem_gb=4 --num_random_steps=1 --max_eval=2 --parameter float_param range -1000 1000 float --send_anonymized_usage_stats --generate_all_jobs_at_once --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2
Continuation from runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
Changed parameter 'float_param': lower from -100.0 to -1000.0, upper from 10.0 to 1000.0, digits from None to 32
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=1165 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 9 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=1
                                           Experiment parameters                                            
┏━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name          ┃ Type            ┃ Lower bound ┃ Upper bound ┃ Values                ┃ Type  ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param     │ rangeparameter  │ -100        │ 10          │                       │ int   │ No         │
│ float_param   │ rangeparameter  │ -1000       │ 1000        │                       │ 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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 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 + inserted jobs: 4)                                                          
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT       ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ -1.0              │ -100.0                │ -1000.0             │ hallo                │ -1        │ -1000.0     │ -100          │ hallo        │ -10210324.52 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-12-09 11:38:41 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-12-09 11:38:41 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-12-09 11:38:41 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.73 s/job
2025-12-09 11:38:41 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, eval #1/1 start                    
2025-12-09 11:38:41 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, starting new job                   
2025-12-09 11:38:42 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, started new job                    
2025-12-09 11:38:51 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, new result: RESULT: -9595142.934319
2025-12-09 11:38:59 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, best RESULT: -9595142.93431879, finishing jobs, finished 1 job
2025-12-09 11:39:00 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, best RESULT: -9595142.93431879, getting new HP set (no sbatch)
2025-12-09 11:39:00 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, best RESULT: -9595142.93431879, requested 1 jobs, got 1, 0.97 s/job
2025-12-09 11:39:00 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, best RESULT: -9595142.93431879, eval #1/1 start                    
2025-12-09 11:39:00 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, best RESULT: -9595142.93431879, starting new job                   
2025-12-09 11:39:00 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, best RESULT: -9595142.93431879, started new job                    
2025-12-09 11:39:09 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, best RESULT: -9595142.93431879, new result: RESULT: -10210324.520000
2025-12-09 11:39:14 (4aab5bce-43ab-4025-ba81-bea41d9404b3): BOTORCH_MODULAR, best RESULT: -10210324.52, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.234 │    1 │        0.234 │
│       2 │   0.089 │    1 │        0.089 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.161 │      │              │
│  Median │   0.161 │      │              │
│   Total │   0.322 │      │              │
│     Max │   0.234 │      │              │
│     Min │   0.089 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.732 │    1 │        0.732 │
│         2 │   0.966 │    1 │        0.966 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.849 │      │              │
│    Median │   0.849 │      │              │
│     Total │   1.698 │      │              │
│       Max │   0.966 │      │              │
│       Min │   0.732 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	None
experiment_name	None
mem_gb	4
parameter	[['float_param', 'range', '-1000', '1000', 'float']]
continue_previous_job	runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
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	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	['RESULT=min']
minkowski_p	2
signed_weighted_euclidean_weights
generation_strategy	None
generate_all_jobs_at_once	True
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	1
worker_timeout	10
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
1765280307,786.5859375,27.3

`RESULT` (goal: minimize)

Best value: -10210324.52
Achieved at:
- int_param = -1
- float_param = -1000
- 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	-100	-1	-50.5	49.5	2
OO_Info_int_param_two	-100	-100	-100	0	2
OO_Info_float_param	-1000	-963.2448	-981.6224	18.3776	2
OO_Info_choice_param	No numerical statistics available
RESULT	-10210324.52	-7544.6966	-3430025.2111	4581276.6825	6
int_param	-100	-1	-68.3333	43.2152	6
float_param	-1000	-13.3711	-364.0061	438.0715	6
int_param_two	-100	8	-72.6667	40.8235	6
choice_param	No numerical statistics available

/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/submitit/core/plugins.py:24: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  import pkg_resources
submitit INFO (2025-12-09 11:38:42,366) - Starting with JobEnvironment(job_id=94639, hostname=runnervmoqczp, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-09 11:38:42,366) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/94639/94639_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -100, "float_param": -963.2448251510971, "int_param_two": -100, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-100' --float_param='-963.24482515109707492229' --choice_param='hallo' --int_param_two='-100' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1765279833.1740355
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1765280211.5530953
Last modification: 1765279833.1740355
Hostname: runnervmoqczp
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-100' --float_param='-963.24482515109707492229' --choice_param='hallo' --int_param_two='-100' --nr_results=1
stdout:
 OO-Info: int_param: -100
OO-Info: int_param_two: -100
OO-Info: float_param: -963.24482515109707492229
OO-Info: choice_param: hallo
RESULT: -9595142.93431879

stderr was empty
Result: {'RESULT': -9595142.93431879}
Final-results: {'RESULT': -9595142.93431879}
EXIT_CODE: 0
submitit INFO (2025-12-09 11:38:49,949) - Job completed successfully
submitit INFO (2025-12-09 11:38:49,949) - Exiting after successful completion