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
-761.6284326161474	811.2714523481765	-841.0741117593001	-973.9919116077925	-29120544.1374042

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

Last progressbar status

2026-08-10 22:29:26 (030be295-0cbd-4bf7-87cb-e981db764175): BOTORCH_MODULAR, best RESULT: -29120544.1374042, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: b44d0eac173623d6d6f975c27e762fa2d71f5f32 (9475-13-gb44d0eac1)

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
0,1786400944,2,030be295-0cbd-4bf7-87cb-e981db764175,1786400946,1786400952,6,.tests/optimization_example_all_float  --x=455.1384449005126953125 --y=-208.160400390625 --z=835.58547496795654296875 --a=557.27100372314453125,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,-12432419.32415880076587200164794921875,455.1384449005126953125,-208.160400390625,835.58547496795654296875,557.27100372314453125
1,1786400955,2,030be295-0cbd-4bf7-87cb-e981db764175,1786400957,1786400963,6,.tests/optimization_example_all_float  --x=-761.62843261614739276411 --y=811.27145234817646723968 --z=-841.07411175930008084833 --a=-973.99191160779253095825,0,,runnervmvrwv9,1_0,COMPLETED,BOTORCH_MODULAR,-29120544.1374041996896266937255859375,-761.628432616147392764105461537838,811.271452348176467239682096987963,-841.074111759300080848333891481161,-973.991911607792530958249699324369

2026-08-10 22:29:04 (030be295-0cbd-4bf7-87cb-e981db764175): SOBOL, Started OmniOpt2 run...
2026-08-10 22:29:04 (030be295-0cbd-4bf7-87cb-e981db764175): SOBOL, getting new HP set (no sbatch)
2026-08-10 22:29:04 (030be295-0cbd-4bf7-87cb-e981db764175): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 22:29:04 (030be295-0cbd-4bf7-87cb-e981db764175): SOBOL, eval #1/1 start                    
2026-08-10 22:29:04 (030be295-0cbd-4bf7-87cb-e981db764175): SOBOL, starting new job                   
2026-08-10 22:29:05 (030be295-0cbd-4bf7-87cb-e981db764175): SOBOL, started new job                    
2026-08-10 22:29:14 (030be295-0cbd-4bf7-87cb-e981db764175): SOBOL, new result: RESULT: -12432419.324159
2026-08-10 22:29:15 (030be295-0cbd-4bf7-87cb-e981db764175): SOBOL, best RESULT: -12432419.3241588, finishing jobs, finished 1 job
2026-08-10 22:29:15 (030be295-0cbd-4bf7-87cb-e981db764175): BOTORCH_MODULAR, best RESULT: -12432419.3241588, getting new HP set (no sbatch)
2026-08-10 22:29:15 (030be295-0cbd-4bf7-87cb-e981db764175): BOTORCH_MODULAR, best RESULT: -12432419.3241588, requested 1 jobs, got 1, 0.29 s/job
2026-08-10 22:29:15 (030be295-0cbd-4bf7-87cb-e981db764175): BOTORCH_MODULAR, best RESULT: -12432419.3241588, eval #1/1 start                    
2026-08-10 22:29:15 (030be295-0cbd-4bf7-87cb-e981db764175): BOTORCH_MODULAR, best RESULT: -12432419.3241588, starting new job                   
2026-08-10 22:29:15 (030be295-0cbd-4bf7-87cb-e981db764175): BOTORCH_MODULAR, best RESULT: -12432419.3241588, started new job                    
2026-08-10 22:29:24 (030be295-0cbd-4bf7-87cb-e981db764175): BOTORCH_MODULAR, best RESULT: -12432419.3241588, new result: RESULT: -29120544.137404
2026-08-10 22:29:26 (030be295-0cbd-4bf7-87cb-e981db764175): BOTORCH_MODULAR, best RESULT: -29120544.1374042, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.108 │    1 │        0.108 │
│       2 │   0.054 │    1 │        0.054 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.081 │      │              │
│  Median │   0.081 │      │              │
│   Total │   0.162 │      │              │
│     Max │   0.108 │      │              │
│     Min │   0.054 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.020 │    1 │        0.020 │
│         2 │   0.292 │    1 │        0.292 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.156 │      │              │
│    Median │   0.156 │      │              │
│     Total │   0.312 │      │              │
│       Max │   0.292 │      │              │
│       Min │   0.020 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYS…
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
1786400943,898.86328125,28.5

! 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	-29120544.1374	-12432419.3242	-20776481.7308	8344062.4066	2
x	-761.6284	455.1384	-153.245	608.3834	2
y	-208.1604	811.2715	301.5555	509.7159	2
z	-841.0741	835.5855	-2.7443	838.3298	2
a	-973.9919	557.271	-208.3605	765.6315	2

submitit INFO (2026-08-10 22:29:05,314) - Starting with JobEnvironment(job_id=117130, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 22:29:05,314) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/117130/117130_submitted.pkl
Trial-Index: 0

Parameters: {"x": 455.1384449005127, "y": -208.160400390625, "z": 835.5854749679565, "a": 557.2710037231445}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=455.1384449005126953125 --y=-208.160400390625 --z=835.58547496795654296875 --a=557.27100372314453125 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1786398042.095153
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786400331.8669465
Last modification: 1786398042.095153
Hostname: runnervmvrwv9
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=455.1384449005126953125 --y=-208.160400390625 --z=835.58547496795654296875 --a=557.27100372314453125 
stdout:
 x: 455.1384449005126953125
y: -208.160400390625
z: 835.58547496795654296875
a: 557.27100372314453125
RESULT: -12432419.3241588

stderr was empty
Result: {'RESULT': -12432419.3241588}
Final-results: {'RESULT': -12432419.3241588}
EXIT_CODE: 0
submitit INFO (2026-08-10 22:29:12,916) - Job completed successfully
submitit INFO (2026-08-10 22:29:12,916) - Exiting after successful completion