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
0,1786625933,2,53f90181-af24-43e9-a484-39d2fec7e9d7,1786625935,1786625941,6,.tests/optimization_example_all_float.py  --x=801.68819427490234375 --y=-923.06452989578247070312 --z=352.521419525146484375 --a=-394.66440677642822265625 --nr_results=1,0,,runnervmliwqe,0_0,COMPLETED,SOBOL,-17749535.9272995032370090484619140625,801.68819427490234375,-923.064529895782470703125,352.521419525146484375,-394.66440677642822265625
1,1786625943,2,53f90181-af24-43e9-a484-39d2fec7e9d7,1786625945,1786625951,6,.tests/optimization_example_all_float.py  --x=-951.21824741363525390625 --y=958.50854925811290740967 --z=-881.6540110856294631958 --a=122.10175208747386932373 --nr_results=1,0,,runnervmliwqe,1_0,COMPLETED,BOTORCH_MODULAR,-26247758.0068624280393123626708984375,-951.21824741363525390625,958.50854925811290740966796875,-881.65401108562946319580078125,122.10175208747386932373046875

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
1786625932,769.08984375,29.8

! 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	-26247758.0069	-17749535.9273	-21998646.9671	4249111.0398	2
x	-951.2182	801.6882	-74.765	876.4532	2
y	-923.0645	958.5085	17.722	940.7865	2
z	-881.654	352.5214	-264.5663	617.0877	2
a	-394.6644	122.1018	-136.2813	258.3831	2

submitit INFO (2026-08-13 12:58:53,928) - Starting with JobEnvironment(job_id=14869, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 12:58:53,928) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/14869/14869_submitted.pkl
Trial-Index: 0

Parameters: {"x": 801.6881942749023, "y": -923.0645298957825, "z": 352.5214195251465, "a": -394.6644067764282}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=801.68819427490234375 --y=-923.06452989578247070312 --z=352.521419525146484375 --a=-394.66440677642822265625 --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float.py
UID: 1001
GID: 1001
Status-Change-Time: 1786624072.732368
Size: 2490 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786625489.1015983
Last modification: 1786624072.732368
Hostname: runnervmliwqe
========
DEBUG INFOS END

.tests/optimization_example_all_float.py  --x=801.68819427490234375 --y=-923.06452989578247070312 --z=352.521419525146484375 --a=-394.66440677642822265625 --nr_results=1
stdout:
 x: 801.6881942749023
y: -923.0645298957825
z: 352.5214195251465
a: -394.6644067764282
RESULT: -17749535.927299503

stderr was empty
Result: {'RESULT': -17749535.927299503}
Final-results: {'RESULT': -17749535.927299503}
EXIT_CODE: 0
submitit INFO (2026-08-13 12:59:01,498) - Job completed successfully
submitit INFO (2026-08-13 12:59:01,498) - Exiting after successful completion