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
452.2801945332519	1000.0	796.8799120194391	-877.3444091688689	-25957504.8787237

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 19:59:17 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): BOTORCH_MODULAR, best RESULT: -25957504.8787237, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: 88afaf36232a5a982cdef1255c6e132162d64dab (9430-48-g88afaf362)

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
0,1786391936,2,a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0,1786391938,1786391944,6,.tests/optimization_example_all_float  --x=-303.466320037841796875 --y=-847.0370769500732421875 --z=-479.16382551193237304688 --a=773.79882335662841796875,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,-16465849.39774329960346221923828125,-303.466320037841796875,-847.0370769500732421875,-479.163825511932373046875,773.79882335662841796875
1,1786391947,2,a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0,1786391949,1786391955,6,.tests/optimization_example_all_float  --x=452.28019453325191534532 --y=1000 --z=796.87991201943907526584 --a=-877.34440916886887862347,0,,runnervmvrwv9,1_0,COMPLETED,BOTORCH_MODULAR,-25957504.8787236995995044708251953125,452.280194533251915345317684113979,1000,796.87991201943907526583643630147,-877.344409168868878623470664024353

2026-08-10 19:58:56 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): SOBOL, Started OmniOpt2 run...
2026-08-10 19:58:56 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): SOBOL, getting new HP set (no sbatch)
2026-08-10 19:58:56 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 19:58:56 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): SOBOL, eval #1/1 start                    
2026-08-10 19:58:56 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): SOBOL, starting new job                   
2026-08-10 19:58:56 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): SOBOL, started new job                    
2026-08-10 19:59:05 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): SOBOL, new result: RESULT: -16465849.397743
2026-08-10 19:59:06 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): SOBOL, best RESULT: -16465849.3977433, finishing jobs, finished 1 job
2026-08-10 19:59:07 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): BOTORCH_MODULAR, best RESULT: -16465849.3977433, getting new HP set (no sbatch)
2026-08-10 19:59:07 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): BOTORCH_MODULAR, best RESULT: -16465849.3977433, requested 1 jobs, got 1, 0.32 s/job
2026-08-10 19:59:07 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): BOTORCH_MODULAR, best RESULT: -16465849.3977433, eval #1/1 start                    
2026-08-10 19:59:07 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): BOTORCH_MODULAR, best RESULT: -16465849.3977433, starting new job                   
2026-08-10 19:59:07 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): BOTORCH_MODULAR, best RESULT: -16465849.3977433, started new job                    
2026-08-10 19:59:16 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): BOTORCH_MODULAR, best RESULT: -16465849.3977433, new result: RESULT: -25957504.878724
2026-08-10 19:59:17 (a6b3c85c-f914-43c3-ab84-ecbb53cdf2f0): BOTORCH_MODULAR, best RESULT: -25957504.8787237, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.111 │    1 │        0.111 │
│       2 │   0.056 │    1 │        0.056 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.083 │      │              │
│  Median │   0.083 │      │              │
│   Total │   0.167 │      │              │
│     Max │   0.111 │      │              │
│     Min │   0.056 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.020 │    1 │        0.020 │
│         2 │   0.321 │    1 │        0.321 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.171 │      │              │
│    Median │   0.171 │      │              │
│     Total │   0.341 │      │              │
│       Max │   0.321 │      │              │
│       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
1786391934,898.046875,28.8

! 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	-25957504.8787	-16465849.3977	-21211677.1382	4745827.7405	2
x	-303.4663	452.2802	74.4069	377.8733	2
y	-847.0371	1000	76.4815	923.5185	2
z	-479.1638	796.8799	158.858	638.0219	2
a	-877.3444	773.7988	-51.7728	825.5716	2

submitit INFO (2026-08-10 19:58:57,061) - Starting with JobEnvironment(job_id=117774, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 19:58:57,061) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/117774/117774_submitted.pkl
Trial-Index: 0

Parameters: {"x": -303.4663200378418, "y": -847.0370769500732, "z": -479.1638255119324, "a": 773.7988233566284}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-303.466320037841796875 --y=-847.0370769500732421875 --z=-479.16382551193237304688 --a=773.79882335662841796875 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1786389147.3909624
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786391334.0208375
Last modification: 1786389147.3909624
Hostname: runnervmvrwv9
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-303.466320037841796875 --y=-847.0370769500732421875 --z=-479.16382551193237304688 --a=773.79882335662841796875 
stdout:
 x: -303.466320037841796875
y: -847.0370769500732421875
z: -479.16382551193237304688
a: 773.79882335662841796875
RESULT: -16465849.3977433

stderr was empty
Result: {'RESULT': -16465849.3977433}
Final-results: {'RESULT': -16465849.3977433}
EXIT_CODE: 0
submitit INFO (2026-08-10 19:59:04,610) - Job completed successfully
submitit INFO (2026-08-10 19:59:04,611) - Exiting after successful completion