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 RESULT1, min (total: 2)

RESULT2	RESULT3	RESULT4	x	y	z	a	RESULT1
2.7872099476	3.9283171408	4.0643775901	-225.41022300720215	-771.8434482812881	29.003143310546875	578.4578323364258	1.0888968475

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: 7f26c2a84ef8ef7726c3f33afb390239443e7b3e (9486-316-g7f26c2a84)

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
0,1786610284,1,47ca5e4f-b21b-4197-96a5-93da80459db2,1786610285,1786610291,6,.tests/optimization_example_all_float.py  --x=-225.4102230072021484375 --y=-771.84344828128814697266 --z=29.003143310546875 --a=578.45783233642578125 --nr_results=4,0,,runnervmliwqe,0_0,COMPLETED,SOBOL,1.088896847500000042430201574462,2.787209947600000070622172643198,3.928317140799999940270481602056,4.064377590100000325890050589805,-225.4102230072021484375,-771.84344828128814697265625,29.003143310546875,578.45783233642578125
1,1786610294,1,47ca5e4f-b21b-4197-96a5-93da80459db2,1786610295,1786610301,6,.tests/optimization_example_all_float.py  --x=748.54371882975101470947 --y=763.62202689051628112793 --z=-986.8734404444694519043 --a=-984.49726030230522155762 --nr_results=4,0,,runnervmliwqe,1_0,COMPLETED,BOTORCH_MODULAR,1.70411295206978552485566069663,2.281028261517563660021323812543,3.61610939026595534784291885444,4.49635492334475816988970109378,748.54371882975101470947265625,763.6220268905162811279296875,-986.873440444469451904296875,-984.4972603023052215576171875

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.044 │    1 │        0.044 │
│       2 │   0.072 │    1 │        0.072 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.058 │      │              │
│  Median │   0.058 │      │              │
│   Total │   0.117 │      │              │
│     Max │   0.072 │      │              │
│     Min │   0.044 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.015 │    1 │        0.015 │
│         2 │   0.513 │    1 │        0.513 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.264 │      │              │
│    Median │   0.264 │      │              │
│     Total │   0.528 │      │              │
│       Max │   0.513 │      │              │
│       Min │   0.015 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1786610282,769.58984375,30.4

! 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	1.0889	1.7041	1.3965	0.3076	2
RESULT2	2.281	2.7872	2.5341	0.2531	2
RESULT3	3.6161	3.9283	3.7722	0.1561	2
RESULT4	4.0644	4.4964	4.2804	0.216	2
x	-225.4102	748.5437	261.5667	486.977	2
y	-771.8434	763.622	-4.1107	767.7327	2
z	-986.8734	29.0031	-478.9351	507.9383	2
a	-984.4973	578.4578	-203.0197	781.4775	2

submitit INFO (2026-08-13 08:38:04,686) - Starting with JobEnvironment(job_id=14103, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 08:38:04,686) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/14103/14103_submitted.pkl
Trial-Index: 0

Parameters: {"x": -225.41022300720215, "y": -771.8434482812881, "z": 29.003143310546875, "a": 578.4578323364258}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=-225.4102230072021484375 --y=-771.84344828128814697266 --z=29.003143310546875 --a=578.45783233642578125 --nr_results=4
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float.py
UID: 1001
GID: 1001
Status-Change-Time: 1786608834.683478
Size: 2490 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786609194.6131024
Last modification: 1786608834.683478
Hostname: runnervmliwqe
========
DEBUG INFOS END

.tests/optimization_example_all_float.py  --x=-225.4102230072021484375 --y=-771.84344828128814697266 --z=29.003143310546875 --a=578.45783233642578125 --nr_results=4
stdout:
 x: -225.41022300720215
y: -771.8434482812881
z: 29.003143310546875
a: 578.4578323364258
RESULT1: 1.0888968474900156
RESULT2: 2.787209947598458
RESULT3: 3.928317140799613
RESULT4: 4.0643775900580374

stderr was empty
Result: {'RESULT1': 1.0888968474900156, 'RESULT2': 2.787209947598458, 'RESULT3': 3.928317140799613, 'RESULT4': 4.0643775900580374}
Final-results: {'RESULT1': 1.0888968474900156, 'RESULT2': 2.787209947598458, 'RESULT3': 3.928317140799613, 'RESULT4': 4.0643775900580374}
EXIT_CODE: 0
submitit INFO (2026-08-13 08:38:11,987) - Job completed successfully
submitit INFO (2026-08-13 08:38:11,987) - Exiting after successful completion