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

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	1	1

Experiment parameters

Name	Type	Lower bound	Upper bound	Type	Log Scale?
x	range	-1000	1000	float	No
y	range	-1000	1000	float	No
z	range	-1000	1000	float	No
a	range	-1000	1000	float	No

Number of evaluations

Failed	Succeeded	Running	Total
0	2	0	2

Result names and types

name	min/max
RESULT1	min
RESULT2	max
RESULT3	min
RESULT4	max

Git-Version

Commit: 186cf0091d7a52c3dbc179feb5896b88032e6afc (9486-319-g186cf0091)

trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,arm_name,trial_status,generation_node,RESULT1,RESULT2,RESULT3,RESULT4,x,y,z,a
0,1786614046,2,0f4dd1e8-5880-4d5e-85df-eafa9c8d6c25,1786614048,1786614054,6,.tests/optimization_example_all_float.py  --x=947.40188121795654296875 --y=-359.88360643386840820312 --z=15.10632038116455078125 --a=572.2534656524658203125 --nr_results=4,0,,runnervmliwqe,0_0,COMPLETED,SOBOL,1.213051851099999911554050413542,2.16122328079999981298442435218,3.703105100100000157681279233657,4.13377653309999981701139404322,947.40188121795654296875,-359.883606433868408203125,15.10632038116455078125,572.2534656524658203125
1,1786614057,1,0f4dd1e8-5880-4d5e-85df-eafa9c8d6c25,1786614058,1786614064,6,.tests/optimization_example_all_float.py  --x=-948.46621900796890258789 --y=774.8183812946081161499 --z=166.79529473185539245605 --a=-952.29666493833065032959 --nr_results=4,0,,runnervmliwqe,1_0,COMPLETED,BOTORCH_MODULAR,1.915736097072353594228388828924,2.557237816594335022557515912922,3.584715828127012393622408126248,4.369812859787455927573773806216,-948.466219007968902587890625,774.81838129460811614990234375,166.7952947318553924560546875,-952.29666493833065032958984375

Arguments Overview

Key	Value
install	False
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdC5weSAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPS…
experiment_name	example_all_float
mem_gb	4
parameter	[['x', 'range', '-1000', '1000', 'float'], ['y', 'range', '-1000', '1000', 'float'], ['z', 'range',
	'-1000', '1000', 'float'], ['a', 'range', '-1000', '1000', 'float']]
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', 'RESULT4=max']
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	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	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
1786614044,769.2734375,30.5

! 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
RESULT1	1.2131	1.9157	1.5644	0.3513	2
RESULT2	2.1612	2.5572	2.3592	0.198	2
RESULT3	3.5847	3.7031	3.6439	0.0592	2
RESULT4	4.1338	4.3698	4.2518	0.118	2
x	-948.4662	947.4019	-0.5322	947.9341	2
y	-359.8836	774.8184	207.4674	567.351	2
z	15.1063	166.7953	90.9508	75.8445	2
a	-952.2967	572.2535	-190.0216	762.2751	2

submitit INFO (2026-08-13 09:40:46,466) - Starting with JobEnvironment(job_id=14259, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 09:40:46,466) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/14259/14259_submitted.pkl
Trial-Index: 0

Parameters: {"x": 947.4018812179565, "y": -359.8836064338684, "z": 15.10632038116455, "a": 572.2534656524658}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=947.40188121795654296875 --y=-359.88360643386840820312 --z=15.10632038116455078125 --a=572.2534656524658203125 --nr_results=4
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float.py
UID: 1001
GID: 1001
Status-Change-Time: 1786612510.4154615
Size: 2490 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786612868.2967691
Last modification: 1786612510.4154615
Hostname: runnervmliwqe
========
DEBUG INFOS END

.tests/optimization_example_all_float.py  --x=947.40188121795654296875 --y=-359.88360643386840820312 --z=15.10632038116455078125 --a=572.2534656524658203125 --nr_results=4
stdout:
 x: 947.4018812179565
y: -359.8836064338684
z: 15.10632038116455
a: 572.2534656524658
RESULT1: 1.2130518510689376
RESULT2: 2.161223280795512
RESULT3: 3.7031051001087283
RESULT4: 4.133776533074307

stderr was empty
Result: {'RESULT1': 1.2130518510689376, 'RESULT2': 2.161223280795512, 'RESULT3': 3.7031051001087283, 'RESULT4': 4.133776533074307}
Final-results: {'RESULT1': 1.2130518510689376, 'RESULT2': 2.161223280795512, 'RESULT3': 3.7031051001087283, 'RESULT4': 4.133776533074307}
EXIT_CODE: 0
submitit INFO (2026-08-13 09:40:54,047) - Job completed successfully
submitit INFO (2026-08-13 09:40:54,047) - Exiting after successful completion