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_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	int_param	float_param	int_param_two	choice_param	RESULT
-90	-46	-61.629025414586074	8	-90	-61.62902541458607	-46	8	-160698.390276976

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

2026-02-25 07:03:22 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, best RESULT: -160698.390276976, finishing jobs, finished 1 job

Git-Version

Commit: bc2822b1871df4b2070f47480f70b1dd5f2faec4 (9267-1-gbc2822b18)

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
0,1772002981,2,fe6d29ab-f981-4a63-80bf-f007e5fa5c95,1772002983,1772002989,6,./.tests/optimization_example --int_param='-31' --float_param='-27.67448544502258300781' --choice_param='16' --int_param_two='-32',0,,runnervmwffz4,-31,-32,-27.6744854450225830078125,16,0_0,COMPLETED,SOBOL,-38609.939990969898644834756851196289,-31,-27.6744854450225830078125,-32,16
1,1772002992,1,fe6d29ab-f981-4a63-80bf-f007e5fa5c95,1772002993,1772002999,6,./.tests/optimization_example --int_param='-90' --float_param='-61.62902541458606719971' --choice_param='8' --int_param_two='-46',0,,runnervmwffz4,-90,-46,-61.629025414586074305134388851002,8,1_0,COMPLETED,SOBOL,-160698.390276975987944751977920532227,-90,-61.62902541458606719970703125,-46,8


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

Current git-hash: bc2822b1871df4b2070f47480f70b1dd5f2faec4 (last fully tested stable version 1 commit ago [95422d9ad480c2b42aa4c975f8aa23637f180e31, 9267])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-25 07:02:56] ax.storage.sqa_store.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: 6b13f83b-2da2-451e-a58a-51dc7e41787a
  _______________________________________________
| OmniOpt2 - Taking parameters to the next level. |
  ===============================================
                                                 \
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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=34 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_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param        ┃ int_param_two ┃ choice_param ┃ RESULT            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -90               │ -46                   │ -61.629025414586074 │ 8                    │ -90       │ -61.62902541458607 │ -46           │ 8            │ -160698.390276976 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-02-25 07:03:01 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, Started OmniOpt2 run...
2026-02-25 07:03:01 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, getting new HP set (no sbatch)
2026-02-25 07:03:01 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-02-25 07:03:01 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, eval #1/1 start                    
2026-02-25 07:03:01 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, starting new job                   
2026-02-25 07:03:01 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, started new job                    
2026-02-25 07:03:10 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, new result: RESULT: -38609.939991  
2026-02-25 07:03:11 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, best RESULT: -38609.9399909699, finishing jobs, finished 1 job
2026-02-25 07:03:11 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, best RESULT: -38609.9399909699, getting new HP set (no sbatch)
2026-02-25 07:03:11 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, best RESULT: -38609.9399909699, requested 1 jobs, got 1, 0.11 s/job
2026-02-25 07:03:11 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, best RESULT: -38609.9399909699, eval #1/1 start                    
2026-02-25 07:03:12 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, best RESULT: -38609.9399909699, starting new job                   
2026-02-25 07:03:12 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, best RESULT: -38609.9399909699, started new job                    
2026-02-25 07:03:21 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, best RESULT: -38609.9399909699, new result: RESULT: -160698.390277 
2026-02-25 07:03:22 (fe6d29ab-f981-4a63-80bf-f007e5fa5c95): SOBOL, best RESULT: -160698.390276976, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.254 │    1 │        0.254 │
│       2 │   0.084 │    1 │        0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.169 │      │              │
│  Median │   0.169 │      │              │
│   Total │   0.338 │      │              │
│     Max │   0.254 │      │              │
│     Min │   0.084 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.049 │    1 │        0.049 │
│         2 │   0.106 │    1 │        0.106 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.077 │      │              │
│    Median │   0.077 │      │              │
│     Total │   0.155 │      │              │
│       Max │   0.106 │      │              │
│       Min │   0.049 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
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
1772002978,794.125,27

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-90	-31	-60.5	29.5	2
OO_Info_int_param_two	-46	-32	-39	7	2
OO_Info_float_param	-61.629	-27.6745	-44.6518	16.9773	2
OO_Info_choice_param	8	16	12	4	2
RESULT	-160698.3903	-38609.94	-99654.1651	61044.2251	2
int_param	-90	-31	-60.5	29.5	2
float_param	-61.629	-27.6745	-44.6518	16.9773	2
int_param_two	-46	-32	-39	7	2
choice_param	8	16	12	4	2

submitit INFO (2026-02-25 07:03:01,686) - Starting with JobEnvironment(job_id=89345, hostname=runnervmwffz4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-02-25 07:03:01,687) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/1/single_runs/89345/89345_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -31, "float_param": -27.674485445022583, "int_param_two": -32, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-31' --float_param='-27.67448544502258300781' --choice_param='16' --int_param_two='-32'
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1772001350.8574903
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1772002040.7319982
Last modification: 1772001350.8574903
Hostname: runnervmwffz4
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-31' --float_param='-27.67448544502258300781' --choice_param='16' --int_param_two='-32'
stdout:
 OO-Info: int_param: -31
OO-Info: int_param_two: -32
OO-Info: float_param: -27.67448544502258300781
OO-Info: choice_param: 16
RESULT: -38609.9399909699

stderr was empty
Result: {'RESULT': -38609.9399909699}
Final-results: {'RESULT': -38609.9399909699}
EXIT_CODE: 0
submitit INFO (2026-02-25 07:03:09,252) - Job completed successfully
submitit INFO (2026-02-25 07:03:09,252) - Exiting after successful completion