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
805.7932462543249	553.2041285187006	-935.3091586381197	-794.4538686424494	-24647021.353090107

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: efe6638a94365784ea0ffbae7f6e8ea4a1e8399d (9800-3-gefe6638a9)

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
0,1786706991,2,9a6e9583-85cf-45bf-afea-a66694ffda5a,1786706993,1786706999,6,.tests/optimization_example_all_float  --x=-463.12099695205688476562 --y=-726.52924060821533203125 --z=728.89006137847900390625 --a=374.3941783905029296875 --nr_results=1,0,,runnervmp9m8c,0_0,COMPLETED,SOBOL,-14144719.47975747846066951751708984375,-463.120996952056884765625,-726.52924060821533203125,728.89006137847900390625,374.3941783905029296875
1,1786707002,2,9a6e9583-85cf-45bf-afea-a66694ffda5a,1786707004,1786707010,6,.tests/optimization_example_all_float  --x=805.7932462543249130249 --y=553.20412851870059967041 --z=-935.3091586381196975708 --a=-794.45386864244937896729 --nr_results=1,0,,runnervmp9m8c,1_0,COMPLETED,BOTORCH_MODULAR,-24647021.353090107440948486328125,805.79324625432491302490234375,553.20412851870059967041015625,-935.30915863811969757080078125,-794.45386864244937896728515625

config_objectives not found

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.060 │    1 │        0.060 │
│       2 │   0.056 │    1 │        0.056 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.058 │      │              │
│  Median │   0.058 │      │              │
│   Total │   0.116 │      │              │
│     Max │   0.060 │      │              │
│     Min │   0.056 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.019 │    1 │        0.019 │
│         2 │   0.289 │    1 │        0.289 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.154 │      │              │
│    Median │   0.154 │      │              │
│     Total │   0.308 │      │              │
│       Max │   0.289 │      │              │
│       Min │   0.019 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
install	False
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
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
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
1786707071,899.59375,29.5

! 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	-24647021.3531	-14144719.4798	-19395870.4164	5251150.9367	2
x	-463.121	805.7932	171.3361	634.4571	2
y	-726.5292	553.2041	-86.6626	639.8667	2
z	-935.3092	728.8901	-103.2095	832.0996	2
a	-794.4539	374.3942	-210.0298	584.424	2

submitit INFO (2026-08-13 09:40:19,610) - Starting with JobEnvironment(job_id=13816, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 09:40:19,611) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/13816/13816_submitted.pkl
Trial-Index: 0

Parameters: {"x": 348.24681282043457, "y": 307.4171543121338, "z": 404.73830699920654, "a": -63.40658664703369}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=348.2468128204345703125 --y=307.4171543121337890625 --z=404.73830699920654296875 --a=-63.40658664703369140625 --nr_results=4
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float.py
UID: 1001
GID: 1001
Status-Change-Time: 1786612605.6831605
Size: 2490 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786614021.0579848
Last modification: 1786612605.6831605
Hostname: runnervmliwqe
========
DEBUG INFOS END

.tests/optimization_example_all_float.py  --x=348.2468128204345703125 --y=307.4171543121337890625 --z=404.73830699920654296875 --a=-63.40658664703369140625 --nr_results=4
stdout:
 x: 348.24681282043457
y: 307.4171543121338
z: 404.73830699920654
a: -63.40658664703369
RESULT1: 1.5006932261896067
RESULT2: 2.4372279027330843
RESULT3: 3.1153668311292373
RESULT4: 4.368193876670061

stderr was empty
Result: {'RESULT1': 1.5006932261896067, 'RESULT2': 2.4372279027330843, 'RESULT3': 3.1153668311292373, 'RESULT4': 4.368193876670061}
Final-results: {'RESULT1': 1.5006932261896067, 'RESULT2': 2.4372279027330843, 'RESULT3': 3.1153668311292373, 'RESULT4': 4.368193876670061}
EXIT_CODE: 0
submitit INFO (2026-08-13 09:40:27,072) - Job completed successfully
submitit INFO (2026-08-13 09:40:27,072) - Exiting after successful completion