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
-90	-99	6.35590434074401…	1	2.51137028079587	3.49834662223028	-90	6.3559043407440…	-99	1	1.43750855124472

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

2025-12-28 12:07:32 (054893cc-3604-4d7a-a325-7a5c0126232e): SOBOL, 1 done, finishing jobs, finished 1 job

Git-Version

Commit: fc5f874e040c3428525103bd1726ad0d0a279a6a (9169-1-gfc5f874e0)

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
0,1766923641,2,054893cc-3604-4d7a-a325-7a5c0126232e,1766923643,1766923649,6,./.tests/optimization_example --random_sem --int_param='-90' --float_param='6.35590434074401855469' --choice_param='1' --int_param_two='-99' --nr_results=3,0,,runnervmh13bl,-90,-99,6.3559043407440185546875,1,0_0,COMPLETED,SOBOL,1.437508551244720100825702502334,2.511370280795869991408153509838,3.498346622230279923115858764504,-90,6.3559043407440185546875,-99,1


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

Current git-hash: fc5f874e040c3428525103bd1726ad0d0a279a6a (last fully tested stable version 1 commit ago [7df9cc742d72dd218d8e828d99d3902f6eff6df0, 9169])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 12:07:18] 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: 9c88652d-8579-4464-8e4d-abc70322fb10
  _________________________________________________
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| OmniOpt2 - Finding the needle in the hyper haysta |
| ck!                                               |
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                                                     `----.          /       }     |        /    \__/
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                                                                    |_____|        |_____|         ~ - . _ _ _ _ __>
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
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=196 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      │    -90    │ 6.3559043407440186 │      -99      │      1       │ 1.43750855124472 │ 2.51137028079587 │ 3.49834662223028 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┴──────────────────┘
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      │    -90    │ 6.3559043407440186 │      -99      │      1       │ 1.43750855124472 │ 2.51137028079587 │ 3.49834662223028 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┴──────────────────┘
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      │    -90    │ 6.3559043407440186 │      -99      │      1       │ 1.43750855124472 │ 2.51137028079587 │ 3.49834662223028 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┴──────────────────┘
                                     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 │   0.045 │    1 │        0.045 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.045 │      │              │
│    Median │   0.045 │      │              │
│     Total │   0.045 │      │              │
│       Max │   0.045 │      │              │
│       Min │   0.045 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.230 │    1 │        0.230 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.230 │      │              │
│  Median │   0.230 │      │              │
│   Total │   0.230 │      │              │
│     Max │   0.230 │      │              │
│     Min │   0.230 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 12:07:21 (054893cc-3604-4d7a-a325-7a5c0126232e): SOBOL, Started OmniOpt2 run...
2025-12-28 12:07:21 (054893cc-3604-4d7a-a325-7a5c0126232e): SOBOL, getting new HP set (no sbatch)
2025-12-28 12:07:21 (054893cc-3604-4d7a-a325-7a5c0126232e): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2025-12-28 12:07:21 (054893cc-3604-4d7a-a325-7a5c0126232e): SOBOL, eval #1/1 start                    
2025-12-28 12:07:21 (054893cc-3604-4d7a-a325-7a5c0126232e): SOBOL, starting new job                   
2025-12-28 12:07:22 (054893cc-3604-4d7a-a325-7a5c0126232e): SOBOL, started new job                    
2025-12-28 12:07:31 (054893cc-3604-4d7a-a325-7a5c0126232e): SOBOL, new result: RESULT1: 1.437509 (SEM: 0.501538), RESULT2: 2.511370 (SEM: 0.277161), RESULT3: 3.498347 (SEM: 0.897904)
2025-12-28 12:07:32 (054893cc-3604-4d7a-a325-7a5c0126232e): SOBOL, 1 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.230 │    1 │        0.230 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.230 │      │              │
│  Median │   0.230 │      │              │
│   Total │   0.230 │      │              │
│     Max │   0.230 │      │              │
│     Min │   0.230 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.045 │    1 │        0.045 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.045 │      │              │
│    Median │   0.045 │      │              │
│     Total │   0.045 │      │              │
│       Max │   0.045 │      │              │
│       Min │   0.045 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
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
1766923639,784.16015625,27.3

Parameter statistics

Parameter	Min	Max	Mean	Count
run_time	6	6	6	1
OO_Info_int_param	-90	-90	-90	1
OO_Info_int_param_two	-99	-99	-99	1
OO_Info_float_param	6.3559	6.3559	6.3559	1
OO_Info_choice_param	1	1	1	1
RESULT1	1.4375	1.4375	1.4375	1
RESULT2	2.5114	2.5114	2.5114	1
RESULT3	3.4983	3.4983	3.4983	1
int_param	-90	-90	-90	1
float_param	6.3559	6.3559	6.3559	1
int_param_two	-99	-99	-99	1
choice_param	1	1	1	1

submitit INFO (2025-12-28 12:07:22,405) - Starting with JobEnvironment(job_id=151101, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 12:07:22,405) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/test_if_debug_py_has_alternating/0/single_runs/151101/151101_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -90, "float_param": 6.3559043407440186, "int_param_two": -99, "choice_param": 1}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --random_sem --int_param='-90' --float_param='6.35590434074401855469' --choice_param='1' --int_param_two='-99' --nr_results=3
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766920159.4563587
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766920507.83008
Last modification: 1766920159.4563587
Hostname: runnervmh13bl
========
DEBUG INFOS END

./.tests/optimization_example --random_sem --int_param='-90' --float_param='6.35590434074401855469' --choice_param='1' --int_param_two='-99' --nr_results=3
stdout:
 OO-Info: int_param: -90
OO-Info: int_param_two: -99
OO-Info: float_param: 6.35590434074401855469
OO-Info: choice_param: 1
RESULT1: 1.43750855124472
SEM-RESULT1: 0.501538485379086
RESULT2: 2.51137028079587
SEM-RESULT2: 0.277160926113488
RESULT3: 3.49834662223028
SEM-RESULT3: 0.897903730379753

stderr was empty
Result: {'RESULT1': 1.43750855124472, 'RESULT2': 2.51137028079587, 'RESULT3': 3.49834662223028}
Final-results: {'RESULT1': (1.43750855124472, 0.501538485379086), 'RESULT2': (2.51137028079587, 0.277160926113488), 'RESULT3': (3.49834662223028, 0.897903730379753)}
EXIT_CODE: 0
submitit INFO (2025-12-28 12:07:29,951) - Job completed successfully
submitit INFO (2025-12-28 12:07:29,952) - Exiting after successful completion