OmniOpt2

Experiment overview

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

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

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
-29.0	-100.0	-67.02824988869925	8.0	-29	-67.02824988869925	-100	8	-173029.607820289

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	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
RESULT	min

Last progressbar status

2025-12-14 03:37:43 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, best RESULT: -173029.607820289, finishing jobs, finished 1 job

Git-Version

Commit: 9234142f9b002b4a24cea95f1cd465e7538f0506 (9148)

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,-105699.101909578006598167121410369873,-54,-65.371430218219757080078125,-41,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-116883.217609176004771143198013305664,-3,-24.640340094499006085015935241245,-99,8
2,1765683431,2,e71fe528-b793-48e2-8d25-78cbaebe1d6c,1765683433,1765683439,6,./.tests/optimization_example  --int_param='10' --float_param='10' --choice_param='8' --int_param_two='-38' --nr_results=1,0,,runnervm6qbrg,10,-38,10,8,2_0,COMPLETED,BOTORCH_MODULAR,-18920.520000000000436557456851005554,10,10,-38,8
3,1765683451,2,e71fe528-b793-48e2-8d25-78cbaebe1d6c,1765683453,1765683459,6,./.tests/optimization_example  --int_param='-29' --float_param='-67.02824988869924993651' --choice_param='8' --int_param_two='-100' --nr_results=1,0,,runnervm6qbrg,-29,-100,-67.028249888699249936507840175182,8,3_0,COMPLETED,BOTORCH_MODULAR,-173029.607820289005758240818977355957,-29,-67.028249888699249936507840175182,-100,8


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

Current git-hash: 9234142f9b002b4a24cea95f1cd465e7538f0506 (version: 9148)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-14 03:37:00] 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: e99efce2-f4f1-4c1a-896e-1ab4668f16cc
  _________________________________________________
 /                                                 \
| OmniOpt2 - Dancing on the edge of chaos – welcome |
|  to the tuning dimension.                         |
 \                                                 /
  =================================================
                                                        \
                                                         \
                                                          \
                                                           \
                                                              .-=-==--==--.
                                                        ..-=="  ,'o`)      `.
                                                      ,'         `"'         \
                                                     :  (                     `.__...._
                                                     |                  )    /         `-=-.
                                                     :       ,vv.-._   /    /               `---==-._
                                                      \/\/\/VV ^ d88`;'    /                         `.
                                                          ``  ^/d88P!'    /             ,              `._
                                                             ^/    !'   ,.      ,      /                  "-,,__,,--'""""-.
                                                            ^/    !'  ,'  \ . .(      (         _           )  ) ) ) ))_,-.\
                                                           ^(__ ,!',"'   ;:+.:%:a.     \:.. . ,'          )  )  ) ) ,"'    '
                                                           ',,,'','     /o:::":%:%a.    \:.:.:         .    )  ) _,'
                                                            """'       ;':::'' `+%%%a._  \%:%|         ;.). _,-""
                                                                   ,-='_.-'      ``:%::)  )%:|        /:._,"
                                                                  (/(/"           ," ,'_,'%%%:       (_,'
                                                                                 (  (//(`.___;        \
                                                                                  \     \    `         `
                                                                                   `.    `.   `.        :
                                                                                     \. . .\    : . . . :
                                                                                      \. . .:    `.. . .:
                                                                                       `..:.:\     \:...\
                                                                                        ;:.:.;      ::...:
                                                                                        ):%::       :::::;
                                                                                    __,::%:(        :::::
                                                                                 ,;:%%%%%%%:        ;:%::
                                                                                   ;,--""-.`\  ,=--':%:%:\
                                                                                  /"       "| /-".:%%%%%%%\
                                                                                                  ;,-"'`)%%)
                                                                                                 /"      "|
omniopt --continue runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0 --num_parallel_jobs 1 --worker_timeout 10 --follow --gpus=0 --mem_gb=4 --num_random_steps=1 --max_eval=2 --send_anonymized_usage_stats --generate_all_jobs_at_once --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
Continuation from runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=1506 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 5 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  │ -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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 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: 2)                                                                
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -29.0             │ -100.0                │ -67.02824988869925  │ 8.0                  │ -29       │ -67.02824988869925 │ -100          │ 8            │ -173029.607820289 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-12-14 03:37:10 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-12-14 03:37:11 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-12-14 03:37:11 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.57 s/job
2025-12-14 03:37:11 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, eval #1/1 start                    
2025-12-14 03:37:11 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, starting new job                   
2025-12-14 03:37:11 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, started new job                    
2025-12-14 03:37:20 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, new result: RESULT: -18920.520000  
2025-12-14 03:37:30 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, best RESULT: -116883.217609176, finishing jobs, finished 1 job
2025-12-14 03:37:31 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, best RESULT: -116883.217609176, getting new HP set (no sbatch)
2025-12-14 03:37:31 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, best RESULT: -116883.217609176, requested 1 jobs, got 1, 0.88 s/job
2025-12-14 03:37:31 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, best RESULT: -116883.217609176, eval #1/1 start                    
2025-12-14 03:37:31 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, best RESULT: -116883.217609176, starting new job                   
2025-12-14 03:37:31 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, best RESULT: -116883.217609176, started new job                    
2025-12-14 03:37:40 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, best RESULT: -116883.217609176, new result: RESULT: -173029.607820 
2025-12-14 03:37:43 (e71fe528-b793-48e2-8d25-78cbaebe1d6c): BOTORCH_MODULAR, best RESULT: -173029.607820289, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.234 │    1 │        0.234 │
│       2 │   0.088 │    1 │        0.088 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.161 │      │              │
│  Median │   0.161 │      │              │
│   Total │   0.322 │      │              │
│     Max │   0.234 │      │              │
│     Min │   0.088 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.573 │    1 │        0.573 │
│         2 │   0.882 │    1 │        0.882 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.727 │      │              │
│    Median │   0.727 │      │              │
│     Total │   1.454 │      │              │
│       Max │   0.882 │      │              │
│       Min │   0.573 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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	None
continue_previous_job	runs/__main__tests__BOTORCH_MODULAR___nogridsearch/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	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
1765683422,786.234375,27

`RESULT` (goal: minimize)

Best value: -173029.60782029
Achieved at:
- int_param = -29
- float_param = -67.028249888699
- int_param_two = -100

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-29	10	-9.5	19.5	2
OO_Info_int_param_two	-100	-38	-69	31	2
OO_Info_float_param	-67.0282	10	-28.5141	38.5141	2
OO_Info_choice_param	8	8	8	0	2
RESULT	-173029.6078	-18920.52	-103633.1118	55163.2361	4
int_param	-54	10	-19	24.6069	4
float_param	-67.0282	10	-36.76	31.8911	4
int_param_two	-100	-38	-69.5	30.0208	4
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 (2025-12-14 03:37:11,620) - Starting with JobEnvironment(job_id=53592, hostname=runnervm6qbrg, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-14 03:37:11,620) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1/single_runs/53592/53592_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": 10, "float_param": 10, "int_param_two": -38, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='10' --float_param='10' --choice_param='8' --int_param_two='-38' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1765683029.9180987
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1765683380.543411
Last modification: 1765683029.9180987
Hostname: runnervm6qbrg
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='10' --float_param='10' --choice_param='8' --int_param_two='-38' --nr_results=1
stdout:
 OO-Info: int_param: 10
OO-Info: int_param_two: -38
OO-Info: float_param: 10
OO-Info: choice_param: 8
RESULT: -18920.52

stderr was empty
Result: {'RESULT': -18920.52}
Final-results: {'RESULT': -18920.52}
EXIT_CODE: 0
submitit INFO (2025-12-14 03:37:19,167) - Job completed successfully
submitit INFO (2025-12-14 03:37:19,167) - Exiting after successful completion