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 RESULT, min (total: 2)

x	y	z	a	RESULT
-829.9186297…	810.57371895…	-942.8119441…	859.36091471…	-29763061.5…

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: 2a79e74e93dd2309c46718edef1cc81ebc965b7e (10002-6-g2a79e74e9)

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
0,1788988463,5,73558ba6-ae10-4da8-bbe2-6c1b1cab3f9e,1788988468,1788988474,6,.tests/optimization_example_all_float  --x=768.80466938018798828125 --y=-726.26897692680358886719 --z=833.3241939544677734375 --a=-627.02694535255432128906 --nr_results=1,0,,runnervmlun5p,0_0,COMPLETED,SOBOL,-22021340.5099461376667022705078125,768.80466938018798828125,-726.2689769268035888671875,833.3241939544677734375,-627.0269453525543212890625
1,1788988476,4,73558ba6-ae10-4da8-bbe2-6c1b1cab3f9e,1788988480,1788988486,6,.tests/optimization_example_all_float  --x=-829.91862972593958147627 --y=810.57371895056837729499 --z=-942.8119441783414913516 --a=859.36091471637291760999 --nr_results=1,0,,runnervmlun5p,1_0,COMPLETED,BOTORCH_MODULAR,-29763061.541797198355197906494140625,-829.918629725939581476268358528614,810.573718950568377294985111802816,-942.811944178341491351602599024773,859.360914716372917609987780451775

config_objectives not found

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.286 │    1 │        0.286 │
│       2 │   0.098 │    1 │        0.098 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.192 │      │              │
│  Median │   0.192 │      │              │
│   Total │   0.384 │      │              │
│     Max │   0.286 │      │              │
│     Min │   0.098 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.041 │    1 │        0.041 │
│         2 │   0.413 │    1 │        0.413 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.227 │      │              │
│    Median │   0.227 │      │              │
│     Total │   0.454 │      │              │
│       Max │   0.413 │      │              │
│       Min │   0.041 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
install	False
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['LnRlc3RzL29wdGltaXphdGlvbl9leGFt…
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
wait_until_ended	False
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
local_cpu_monitor	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_exha…	False
load_data_from_existing_jobs	[]
n_estimators_randomforest	100
max_attempts_for_generation	20
external_generator	None
optuna_sampler	None
optuna_pruner	none
optuna_n_startup_trials	10
optuna_multivariate	False
optuna_group	False
optuna_constraints	False
optuna_n_ei_candidates	0
optuna_storage	None
optuna_study_name	omniopt_study
optuna_no_load_if_exists	False
optuna_extra_iters	1
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
formula	None
formula_mode	auto
formula_python_path	/home/runner/.omniax_venvs/Python_3…
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
1788988461,902.265625,27

! 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	-29763061.5418	-22021340.5099	-25892201.0259	3870860.5159	2
x	-829.9186	768.8047	-30.557	799.3616	2
y	-726.269	810.5737	42.1524	768.4213	2
z	-942.8119	833.3242	-54.7439	888.0681	2
a	-627.0269	859.3609	116.167	743.1939	2

submitit INFO (2026-08-13 08:42:58,784) - Starting with JobEnvironment(job_id=11678, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 08:42:58,784) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/11678/11678_submitted.pkl
Trial-Index: 0

Parameters: {"x": 978.0645370483398, "y": -634.2896819114685, "z": -754.0422976016998, "a": 332.84270763397217}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=978.06453704833984375 --y=-634.28968191146850585938 --z=-754.04229760169982910156 --a=332.84270763397216796875 --nr_results=4
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float.py
UID: 1001
GID: 1001
Status-Change-Time: 1786608835.5627139
Size: 2490 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786609255.0344255
Last modification: 1786608835.5627139
Hostname: runnervmvrwv9
========
DEBUG INFOS END

.tests/optimization_example_all_float.py  --x=978.06453704833984375 --y=-634.28968191146850585938 --z=-754.04229760169982910156 --a=332.84270763397216796875 --nr_results=4
stdout:
 x: 978.0645370483398
y: -634.2896819114685
z: -754.0422976016998
a: 332.84270763397217
RESULT1: 1.4108354335763758
RESULT2: 2.362058090246601
RESULT3: 3.4472448063146155
RESULT4: 4.373007663083366

stderr was empty
Result: {'RESULT1': 1.4108354335763758, 'RESULT2': 2.362058090246601, 'RESULT3': 3.4472448063146155, 'RESULT4': 4.373007663083366}
Final-results: {'RESULT1': 1.4108354335763758, 'RESULT2': 2.362058090246601, 'RESULT3': 3.4472448063146155, 'RESULT4': 4.373007663083366}
EXIT_CODE: 0
submitit INFO (2026-08-13 08:43:06,326) - Job completed successfully
submitit INFO (2026-08-13 08:43:06,326) - Exiting after successful completion