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
RESULT	min

Git-Version

Commit: 641809af8e4af42f142e7f078b4e38fd9a5b2ace (9486-321-g641809af8)

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,RESULT,x,y,z,a
0,1786626142,2,b46d6f84-cedd-4873-8243-6e058df66d4c,1786626144,1786626150,6,.tests/optimization_example_all_float.py  --x=436.45572662353515625 --y=371.3226318359375 --z=720.767498016357421875 --a=-350.42160749435424804688 --nr_results=1,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,-9589476.7888288199901580810546875,436.45572662353515625,371.3226318359375,720.767498016357421875,-350.421607494354248046875
1,1786626152,2,b46d6f84-cedd-4873-8243-6e058df66d4c,1786626154,1786626160,6,.tests/optimization_example_all_float.py  --x=-988.76137925650425586355 --y=-956.1589794167847458084 --z=-739.34259267033837659255 --a=565.83440794411865226721 --nr_results=1,0,,runnervmvrwv9,1_0,COMPLETED,BOTORCH_MODULAR,-27797640.4475119747221469879150390625,-988.76137925650425586354685947299,-956.158979416784745808399748057127,-739.342592670338376592553686350584,565.83440794411865226720692589879

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	['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	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
1786626140,899.5234375,28.9

! 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
RESULT	-27797640.4475	-9589476.7888	-18693558.6182	9104081.8293	2
x	-988.7614	436.4557	-276.1528	712.6086	2
y	-956.159	371.3226	-292.4182	663.7408	2
z	-739.3426	720.7675	-9.2875	730.055	2
a	-350.4216	565.8344	107.7064	458.128	2

submitit INFO (2026-08-13 13:02:22,482) - Starting with JobEnvironment(job_id=12335, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 13:02:22,482) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/12335/12335_submitted.pkl
Trial-Index: 0

Parameters: {"x": 436.45572662353516, "y": 371.3226318359375, "z": 720.7674980163574, "a": -350.42160749435425}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=436.45572662353515625 --y=371.3226318359375 --z=720.767498016357421875 --a=-350.42160749435424804688 --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float.py
UID: 1001
GID: 1001
Status-Change-Time: 1786624115.8948462
Size: 2490 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786625672.114369
Last modification: 1786624115.8948462
Hostname: runnervmvrwv9
========
DEBUG INFOS END

.tests/optimization_example_all_float.py  --x=436.45572662353515625 --y=371.3226318359375 --z=720.767498016357421875 --a=-350.42160749435424804688 --nr_results=1
stdout:
 x: 436.45572662353516
y: 371.3226318359375
z: 720.7674980163574
a: -350.42160749435425
RESULT: -9589476.78882882

stderr was empty
Result: {'RESULT': -9589476.78882882}
Final-results: {'RESULT': -9589476.78882882}
EXIT_CODE: 0
submitit INFO (2026-08-13 13:02:30,029) - Job completed successfully
submitit INFO (2026-08-13 13:02:30,029) - Exiting after successful completion