OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	2
Number random steps	1
Nr. of workers (parameter)	1

Best RESULT1, min (total: 2)

OO_Info_int…	OO_Info_int…	OO_Info_flo…	OO_Info_choi…	RESULT2	int_param	float_param	int_param_t…	choice_param	RESULT1
-45	-17	-19.4616425…	hallo	2.810052650…	-45	-19.46164250…	-17	hallo	1.0132490761

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	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	2	0	2

Result names and types

name	min/max
RESULT1	min
RESULT2	min

Git-Version

Commit: 3070a0af91b86253e27718d9d0a5f3ccd539b2e1 (9768-23-g3070a0af9)

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,int_param,float_param,int_param_two,choice_param
0,1786643861,2,1b9de606-dbe2-46cb-a77a-9f92de25ccf0,1786643863,1786643869,6,./.tests/optimization_example.py --int_param='-45' --float_param='-19.46164250373840332031' --choice_param='hallo' --int_param_two='-17' --nr_results=2,0,,runnervmzvulz,-45,-17,-19.4616425037384033203125,hallo,0_0,COMPLETED,SOBOL,1.013249076099999923528116596572,2.810052650400000295860536425607,-45,-19.4616425037384033203125,-17,hallo
1,1786643872,2,1b9de606-dbe2-46cb-a77a-9f92de25ccf0,1786643874,1786643880,6,./.tests/optimization_example.py --int_param='-55' --float_param='-97.97967157425262030301' --choice_param='16' --int_param_two='-97' --nr_results=2,0,,runnervmzvulz,-55,-97,-97.979671574252620303013827651739,16,1_0,COMPLETED,BOTORCH_MODULAR,1.436836491892203859777055185987,2.99457255548503820108408035594,-55,-97.979671574252620303013827651739,-97,16

config_objectives not found

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.113 │    1 │        0.113 │
│       2 │   0.070 │    1 │        0.070 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.092 │      │              │
│  Median │   0.092 │      │              │
│   Total │   0.183 │      │              │
│     Max │   0.113 │      │              │
│     Min │   0.070 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.026 │    1 │        0.026 │
│         2 │   0.701 │    1 │        0.701 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.364 │      │              │
│    Median │   0.364 │      │              │
│     Total │   0.727 │      │              │
│       Max │   0.701 │      │              │
│       Min │   0.026 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
install	False
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUucHkgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT…
experiment_name	multi_results_2_results_BOTORCH_MODULAR
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=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
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	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
1786643859,899.53125,28.6

! 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	-55	-45	-50	5	2
OO_Info_int_param_two	-97	-17	-57	40	2
OO_Info_float_param	-97.9797	-19.4616	-58.7207	39.259	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.0132	1.4368	1.225	0.2118	2
RESULT2	2.8101	2.9946	2.9023	0.0923	2
int_param	-55	-45	-50	5	2
float_param	-97.9797	-19.4616	-58.7207	39.259	2
int_param_two	-97	-17	-57	40	2
choice_param	No numerical statistics available

submitit INFO (2026-08-13 13:18:58,277) - Starting with JobEnvironment(job_id=13720, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 13:18:58,277) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/0/single_runs/13720/13720_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -69, "float_param": -56.638655960559845, "int_param_two": -99, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example.py --int_param='-69' --float_param='-56.6386559605598449707' --choice_param='hallo' --int_param_two='-99' --nr_results=2
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example.py
UID: 1001
GID: 1001
Status-Change-Time: 1786624115.8948462
Size: 3641 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786624498.8592188
Last modification: 1786624115.8948462
Hostname: runnervmvrwv9
========
DEBUG INFOS END

./.tests/optimization_example.py --int_param='-69' --float_param='-56.6386559605598449707' --choice_param='hallo' --int_param_two='-99' --nr_results=2
stdout:
 OO-Info: int_param: -69
OO-Info: int_param_two: -99
OO-Info: float_param: -56.6386559605598449707
OO-Info: choice_param: hallo
RESULT1: 1.3069480691920852
RESULT2: 2.0401302325554944

stderr was empty
Result: {'RESULT1': 1.3069480691920852, 'RESULT2': 2.0401302325554944}
Final-results: {'RESULT1': 1.3069480691920852, 'RESULT2': 2.0401302325554944}
EXIT_CODE: 0
submitit INFO (2026-08-13 13:19:05,863) - Job completed successfully
submitit INFO (2026-08-13 13:19:05,863) - Exiting after successful completion