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: 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,RESULT3,RESULT1,RESULT2,RESULT4,x,y,z,a
0,1786625670,2,6e1b262d-9058-4a32-8d12-f25a538738cc,1786625672,1786625678,6,.tests/optimization_example_all_float.py  --x=174.61097240447998046875 --y=5.01024723052978515625 --z=-513.47154378890991210938 --a=53.50053310394287109375 --nr_results=4,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,3.50420234220000015312734831241,1.699148262900000094788310889271,2.043634708799999977202332956949,4.070569604700000176933372131316,174.61097240447998046875,5.01024723052978515625,-513.471543788909912109375,53.50053310394287109375
1,1786625681,2,6e1b262d-9058-4a32-8d12-f25a538738cc,1786625683,1786625689,6,.tests/optimization_example_all_float.py  --x=645.05256420200805678178 --y=-988.37756815814054789371 --z=832.4642838672668858635 --a=742.58374080174860409898 --nr_results=4,0,,runnervmvrwv9,1_0,COMPLETED,BOTORCH_MODULAR,3.224768786567760336936316889478,1.400432645536726194990251315176,2.668025125809291075995588471415,4.495408319165059118915905855829,645.052564202008056781778577715158,-988.377568158140547893708571791649,832.464283867266885863500647246838,742.583740801748604098975192755461

config_objectives not found

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
1786625668,899.36328125,28.8

! 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
RESULT3	3.2248	3.5042	3.3645	0.1397	2
RESULT1	1.4004	1.6991	1.5498	0.1494	2
RESULT2	2.0436	2.668	2.3558	0.3122	2
RESULT4	4.0706	4.4954	4.283	0.2124	2
x	174.611	645.0526	409.8318	235.2208	2
y	-988.3776	5.0102	-491.6837	496.6939	2
z	-513.4715	832.4643	159.4964	672.9679	2
a	53.5005	742.5837	398.0421	344.5416	2

submitit INFO (2026-08-13 12:54:30,604) - Starting with JobEnvironment(job_id=11105, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 12:54:30,604) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/11105/11105_submitted.pkl
Trial-Index: 0

Parameters: {"x": 174.61097240447998, "y": 5.010247230529785, "z": -513.4715437889099, "a": 53.50053310394287}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=174.61097240447998046875 --y=5.01024723052978515625 --z=-513.47154378890991210938 --a=53.50053310394287109375 --nr_results=4
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=174.61097240447998046875 --y=5.01024723052978515625 --z=-513.47154378890991210938 --a=53.50053310394287109375 --nr_results=4
stdout:
 x: 174.61097240447998
y: 5.010247230529785
z: -513.4715437889099
a: 53.50053310394287
RESULT1: 1.6991482629096766
RESULT2: 2.043634708779804
RESULT3: 3.5042023422129356
RESULT4: 4.070569604678053

stderr was empty
Result: {'RESULT1': 1.6991482629096766, 'RESULT2': 2.043634708779804, 'RESULT3': 3.5042023422129356, 'RESULT4': 4.070569604678053}
Final-results: {'RESULT1': 1.6991482629096766, 'RESULT2': 2.043634708779804, 'RESULT3': 3.5042023422129356, 'RESULT4': 4.070569604678053}
EXIT_CODE: 0
submitit INFO (2026-08-13 12:54:38,131) - Job completed successfully
submitit INFO (2026-08-13 12:54:38,131) - Exiting after successful completion