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
934.2339299619198	-979.3312773108482	774.9656457453966	-729.0401495993137	-29620323.6100973

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 22:19:11 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): BOTORCH_MODULAR, best RESULT: -29620323.6100973, ▁█, 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
0,1786400329,2,43d5f99e-40d0-4263-b2c5-19ea8c85b208,1786400331,1786400337,6,.tests/optimization_example_all_float  --x=-227.82212495803833007812 --y=827.9674053192138671875 --z=-955.62713593244552612305 --a=302.6218414306640625,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,-17441497.9968564994633197784423828125,-227.822124958038330078125,827.9674053192138671875,-955.627135932445526123046875,302.6218414306640625
1,1786400340,2,43d5f99e-40d0-4263-b2c5-19ea8c85b208,1786400342,1786400348,6,.tests/optimization_example_all_float  --x=934.2339299619197845459 --y=-979.33127731084823608398 --z=774.96564574539661407471 --a=-729.04014959931373596191,0,,runnervmvrwv9,1_0,COMPLETED,BOTORCH_MODULAR,-29620323.6100973002612590789794921875,934.2339299619197845458984375,-979.331277310848236083984375,774.96564574539661407470703125,-729.0401495993137359619140625

2026-08-10 22:18:49 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): SOBOL, Started OmniOpt2 run...
2026-08-10 22:18:49 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): SOBOL, getting new HP set (no sbatch)
2026-08-10 22:18:49 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 22:18:49 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): SOBOL, eval #1/1 start                    
2026-08-10 22:18:49 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): SOBOL, starting new job                   
2026-08-10 22:18:50 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): SOBOL, started new job                    
2026-08-10 22:18:59 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): SOBOL, new result: RESULT: -17441497.996856
2026-08-10 22:19:00 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): SOBOL, best RESULT: -17441497.9968565, finishing jobs, finished 1 job
2026-08-10 22:19:00 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): BOTORCH_MODULAR, best RESULT: -17441497.9968565, getting new HP set (no sbatch)
2026-08-10 22:19:00 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): BOTORCH_MODULAR, best RESULT: -17441497.9968565, requested 1 jobs, got 1, 0.28 s/job
2026-08-10 22:19:00 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): BOTORCH_MODULAR, best RESULT: -17441497.9968565, eval #1/1 start                    
2026-08-10 22:19:00 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): BOTORCH_MODULAR, best RESULT: -17441497.9968565, starting new job                   
2026-08-10 22:19:00 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): BOTORCH_MODULAR, best RESULT: -17441497.9968565, started new job                    
2026-08-10 22:19:09 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): BOTORCH_MODULAR, best RESULT: -17441497.9968565, new result: RESULT: -29620323.610097
2026-08-10 22:19:11 (43d5f99e-40d0-4263-b2c5-19ea8c85b208): BOTORCH_MODULAR, best RESULT: -29620323.6100973, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.107 │    1 │        0.107 │
│       2 │   0.054 │    1 │        0.054 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.081 │      │              │
│  Median │   0.081 │      │              │
│   Total │   0.162 │      │              │
│     Max │   0.107 │      │              │
│     Min │   0.054 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.020 │    1 │        0.020 │
│         2 │   0.276 │    1 │        0.276 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.148 │      │              │
│    Median │   0.148 │      │              │
│     Total │   0.296 │      │              │
│       Max │   0.276 │      │              │
│       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
1786400328,898.859375,28.6

! 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	-29620323.6101	-17441497.9969	-23530910.8035	6089412.8066	2
x	-227.8221	934.2339	353.2059	581.028	2
y	-979.3313	827.9674	-75.6819	903.6493	2
z	-955.6271	774.9656	-90.3307	865.2964	2
a	-729.0401	302.6218	-213.2092	515.831	2

submitit INFO (2026-08-10 22:18:50,327) - Starting with JobEnvironment(job_id=100192, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 22:18:50,327) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/100192/100192_submitted.pkl
Trial-Index: 0

Parameters: {"x": -227.82212495803833, "y": 827.9674053192139, "z": -955.6271359324455, "a": 302.62184143066406}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-227.82212495803833007812 --y=827.9674053192138671875 --z=-955.62713593244552612305 --a=302.6218414306640625 
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=-227.82212495803833007812 --y=827.9674053192138671875 --z=-955.62713593244552612305 --a=302.6218414306640625 
stdout:
 x: -227.82212495803833007812
y: 827.9674053192138671875
z: -955.62713593244552612305
a: 302.6218414306640625
RESULT: -17441497.9968565

stderr was empty
Result: {'RESULT': -17441497.9968565}
Final-results: {'RESULT': -17441497.9968565}
EXIT_CODE: 0
submitit INFO (2026-08-10 22:18:57,882) - Job completed successfully
submitit INFO (2026-08-10 22:18:57,883) - Exiting after successful completion