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
926.5449976855392	-516.0613867311952	853.0712443894976	1000.0	-28303557.8376462

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 22:26:34 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): BOTORCH_MODULAR, best RESULT: -28303557.8376462, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: c067a089d4345332aa67a43795e69b42a25dadc6 (9475-12-gc067a089d)

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
0,1786400775,1,03dec718-d6bb-4d9c-9d2e-2ddd5063d865,1786400776,1786400782,6,.tests/optimization_example_all_float  --x=-254.6541690826416015625 --y=420.13728618621826171875 --z=-800.32800137996673583984 --a=-49.96955394744873046875,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,-8918032.5955652296543121337890625,-254.6541690826416015625,420.13728618621826171875,-800.32800137996673583984375,-49.96955394744873046875
1,1786400785,1,03dec718-d6bb-4d9c-9d2e-2ddd5063d865,1786400786,1786400792,6,.tests/optimization_example_all_float  --x=926.54499768553921512648 --y=-516.06138673119517079613 --z=853.07124438949756495276 --a=1000,0,,runnervmvrwv9,1_0,COMPLETED,BOTORCH_MODULAR,-28303557.83764620125293731689453125,926.544997685539215126482304185629,-516.061386731195170796127058565617,853.071244389497564952762331813574,1000

2026-08-10 22:26:15 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): SOBOL, Started OmniOpt2 run...
2026-08-10 22:26:15 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): SOBOL, getting new HP set (no sbatch)
2026-08-10 22:26:15 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 22:26:15 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): SOBOL, eval #1/1 start                    
2026-08-10 22:26:15 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): SOBOL, starting new job                   
2026-08-10 22:26:15 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): SOBOL, started new job                    
2026-08-10 22:26:23 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): SOBOL, new result: RESULT: -8918032.595565
2026-08-10 22:26:24 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): SOBOL, best RESULT: -8918032.59556523, finishing jobs, finished 1 job
2026-08-10 22:26:24 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): BOTORCH_MODULAR, best RESULT: -8918032.59556523, getting new HP set (no sbatch)
2026-08-10 22:26:25 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): BOTORCH_MODULAR, best RESULT: -8918032.59556523, requested 1 jobs, got 1, 0.25 s/job
2026-08-10 22:26:25 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): BOTORCH_MODULAR, best RESULT: -8918032.59556523, eval #1/1 start                    
2026-08-10 22:26:25 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): BOTORCH_MODULAR, best RESULT: -8918032.59556523, starting new job                   
2026-08-10 22:26:25 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): BOTORCH_MODULAR, best RESULT: -8918032.59556523, started new job                    
2026-08-10 22:26:33 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): BOTORCH_MODULAR, best RESULT: -8918032.59556523, new result: RESULT: -28303557.837646
2026-08-10 22:26:34 (03dec718-d6bb-4d9c-9d2e-2ddd5063d865): BOTORCH_MODULAR, best RESULT: -28303557.8376462, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.076 │    1 │        0.076 │
│       2 │   0.043 │    1 │        0.043 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.060 │      │              │
│  Median │   0.060 │      │              │
│   Total │   0.119 │      │              │
│     Max │   0.076 │      │              │
│     Min │   0.043 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.017 │    1 │        0.017 │
│         2 │   0.246 │    1 │        0.246 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.132 │      │              │
│    Median │   0.132 │      │              │
│     Total │   0.263 │      │              │
│       Max │   0.246 │      │              │
│       Min │   0.017 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1786400773,898.95703125,30.3

! 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	-28303557.8376	-8918032.5956	-18610795.2166	9692762.621	2
x	-254.6542	926.545	335.9454	590.5996	2
y	-516.0614	420.1373	-47.9621	468.0993	2
z	-800.328	853.0712	26.3716	826.6996	2
a	-49.9696	1000	475.0152	524.9848	2

submitit INFO (2026-08-10 22:26:15,688) - Starting with JobEnvironment(job_id=100221, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 22:26:15,688) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/100221/100221_submitted.pkl
Trial-Index: 0

Parameters: {"x": -254.6541690826416, "y": 420.13728618621826, "z": -800.3280013799667, "a": -49.96955394744873}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-254.6541690826416015625 --y=420.13728618621826171875 --z=-800.32800137996673583984 --a=-49.96955394744873046875 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1786398817.726408
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786400776.896689
Last modification: 1786398817.726408
Hostname: runnervmvrwv9
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-254.6541690826416015625 --y=420.13728618621826171875 --z=-800.32800137996673583984 --a=-49.96955394744873046875 
stdout:
 x: -254.6541690826416015625
y: 420.13728618621826171875
z: -800.32800137996673583984
a: -49.96955394744873046875
RESULT: -8918032.59556523

stderr was empty
Result: {'RESULT': -8918032.59556523}
Final-results: {'RESULT': -8918032.59556523}
EXIT_CODE: 0
submitit INFO (2026-08-10 22:26:22,906) - Job completed successfully
submitit INFO (2026-08-10 22:26:22,907) - Exiting after successful completion