OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	2
Number random steps	1
Nr. of workers (parameter)	20
Main process memory (GB)	8
Worker memory (GB)	4

Best RESULT, min (total: 2)

OO_Info_int…	OO_Info_int…	OO_Info_flo…	OO_Info_cho…	OO_Info_SLUR…	int_param	float_param	int_param_two	choice_param	RESULT
10	-85	-48.6866692…	1	33	10	-48.6866692…	-85	1	-109489.904…

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

2026-08-10 10:46:12 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, best RESULT: -109489.904536609, ▁█, waiting for 2 jobs, finished 2 jobs

Git-Version

Commit: 80867d9595e4ec7a1f8ecff8215742f037a2f8b4 (9430-12-g80867d959)

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,OO_Info_SLURM_JOB_ID,arm_name,trial_status,generation_node,RESULT,int_param,float_param,int_param_two,choice_param
0,1786358755,8,300ae6d6-61e3-4948-a7d9-1aff500681d9,1786358763,1786358769,6,./.tests/optimization_example  --int_param='-69' --float_param='-43.26626837253570556641' --choice_param='2' --int_param_two='-9' --nr_results=1,0,,slurmnode3,-69,-9,-43.26626837253570556640625,2,32,0_0,COMPLETED,SOBOL,-80353.246626096399268135428428649902,-69,-43.26626837253570556640625,-9,2
1,1786358756,7,300ae6d6-61e3-4948-a7d9-1aff500681d9,1786358763,1786358769,6,./.tests/optimization_example  --int_param='10' --float_param='-48.68666923604905605316' --choice_param='1' --int_param_two='-85' --nr_results=1,0,,slurmnode4,10,-85,-48.68666923604905605316162109375,1,33,1_0,COMPLETED,SOBOL,-109489.904536608999478630721569061279,10,-48.68666923604905605316162109375,-85,1

2026-08-10 10:45:55 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, Started OmniOpt2 run...
2026-08-10 10:45:55 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, getting new HP set #1/2
2026-08-10 10:45:55 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, getting new HP set #2/2
2026-08-10 10:45:55 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, requested 2 jobs, got 2, 0.06 s/job
2026-08-10 10:45:55 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, eval #1/2 start                    
2026-08-10 10:45:55 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, eval #2/2 start                    
2026-08-10 10:45:55 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, starting new job                   
2026-08-10 10:45:56 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, pending 1 = ∑1/20, started new job 
2026-08-10 10:45:56 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, pending 2 = ∑2/20, started new job 
2026-08-10 10:45:57 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, pending 2 = ∑2/20, waiting for 2 jobs
2026-08-10 10:45:58 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2026-08-10 10:46:10 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, running 2 = ∑2/20, new result: RESULT: -109489.904537
2026-08-10 10:46:10 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, running 2 = ∑2/20, new result: RESULT: -80353.246626 
2026-08-10 10:46:12 (300ae6d6-61e3-4948-a7d9-1aff500681d9): SOBOL, best RESULT: -109489.904536609, ▁█, waiting for 2 jobs, finished 2 jobs

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.661 │    2 │        0.330 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.661 │      │              │
│  Median │   0.661 │      │              │
│   Total │   0.661 │      │              │
│     Max │   0.661 │      │              │
│     Min │   0.661 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.119 │    2 │        0.060 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.119 │      │              │
│    Median │   0.119 │      │              │
│     Total │   0.119 │      │              │
│       Max │   0.119 │      │              │
│       Min │   0.119 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09Jy…
experiment_name	__main__tests__BOTORCH_MODULAR___nogridsearch
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/admin
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
disable_notifications	True
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	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
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	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	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

1786358752.9573,20,0,0
1786358755.981,20,0,0
1786358756.3326,20,1,5
1786358760.9411,20,1,5
1786358761.6512,20,2,10
1786358770.3135,20,2,10
1786358772.1802,20,0,0
1786358774.5458,20,0,0

This logs the CPU and RAM usage of the main worker process.

timestamp,ram_usage_mb,cpu_usage_percent
1786358752,752.25390625,70.7

! No notable correlations between parameters were found (threshold: |r| > 0.3).

Top-5 Best Results

Parameter Sensitivity Ranking

Parameters ranked by absolute Pearson correlation with each result. Stronger correlations (|r| ≥ 0.7) suggest the parameter has more influence on the outcome.

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-69	10	-29.5	39.5	2
OO_Info_int_param_two	-85	-9	-47	38	2
OO_Info_float_param	-48.6867	-43.2663	-45.9765	2.7102	2
OO_Info_choice_param	1	2	1.5	0.5	2
RESULT	-109489.9045	-80353.2466	-94921.5756	14568.329	2
int_param	-69	10	-29.5	39.5	2
float_param	-48.6867	-43.2663	-45.9765	2.7102	2
int_param_two	-85	-9	-47	38	2
choice_param	1	2	1.5	0.5	2

submitit INFO (2026-08-10 10:45:57,667) - Starting with JobEnvironment(job_id=32, hostname=slurmnode3, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 10:45:57,667) - Loading pickle: /oo_dir/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0/single_runs/32/32_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -69, "float_param": -43.266268372535706, "int_param_two": -9, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-69' --float_param='-43.26626837253570556641' --choice_param='2' --int_param_two='-9' --nr_results=1
pwd: /oo_dir
File: ./.tests/optimization_example
UID: 1000
GID: 1000
SLURM_JOB_ID: 32
Status-Change-Time: 1751708223.4603384
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: admin
Last access: 1786285506.3031468
Last modification: 1751708223.4603384
Hostname: slurmnode3
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-69' --float_param='-43.26626837253570556641' --choice_param='2' --int_param_two='-9' --nr_results=1
stdout:
 OO-Info: int_param: -69
OO-Info: int_param_two: -9
OO-Info: float_param: -43.26626837253570556641
OO-Info: choice_param: 2
RESULT: -80353.2466260964

stderr was empty
Result: {'RESULT': -80353.2466260964}
Final-results: {'RESULT': -80353.2466260964}
EXIT_CODE: 0
submitit INFO (2026-08-10 10:46:09,692) - Job completed successfully
submitit INFO (2026-08-10 10:46:09,692) - Exiting after successful completion