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
780.1384124904871	991.2242591381073	741.5102198719978	939.9534557014704	-29920112.1238433

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 22:35:43 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): BOTORCH_MODULAR, best RESULT: -29920112.1238433, ▁█, 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
0,1786401321,1,0b3008b8-33af-4e45-a7b4-a75252ec9cec,1786401322,1786401328,6,.tests/optimization_example_all_float  --x=-431.21093511581420898438 --y=-734.79053378105163574219 --z=-473.11633825302124023438 --a=-297.411441802978515625,0,,runnervmliwqe,0_0,COMPLETED,SOBOL,-10566078.42877889983355998992919921875,-431.210935115814208984375,-734.7905337810516357421875,-473.116338253021240234375,-297.411441802978515625
1,1786401332,2,0b3008b8-33af-4e45-a7b4-a75252ec9cec,1786401334,1786401340,6,.tests/optimization_example_all_float  --x=780.13841249048709869385 --y=991.22425913810729980469 --z=741.51021987199783325195 --a=939.95345570147037506104,0,,runnervmliwqe,1_0,COMPLETED,BOTORCH_MODULAR,-29920112.1238433010876178741455078125,780.13841249048709869384765625,991.2242591381072998046875,741.510219871997833251953125,939.95345570147037506103515625

2026-08-10 22:35:21 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): SOBOL, Started OmniOpt2 run...
2026-08-10 22:35:21 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): SOBOL, getting new HP set (no sbatch)
2026-08-10 22:35:21 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 22:35:21 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): SOBOL, eval #1/1 start                    
2026-08-10 22:35:21 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): SOBOL, starting new job                   
2026-08-10 22:35:21 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): SOBOL, started new job                    
2026-08-10 22:35:30 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): SOBOL, new result: RESULT: -10566078.428779
2026-08-10 22:35:32 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): SOBOL, best RESULT: -10566078.4287789, finishing jobs, finished 1 job
2026-08-10 22:35:32 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): BOTORCH_MODULAR, best RESULT: -10566078.4287789, getting new HP set (no sbatch)
2026-08-10 22:35:32 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): BOTORCH_MODULAR, best RESULT: -10566078.4287789, requested 1 jobs, got 1, 0.25 s/job
2026-08-10 22:35:32 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): BOTORCH_MODULAR, best RESULT: -10566078.4287789, eval #1/1 start                    
2026-08-10 22:35:32 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): BOTORCH_MODULAR, best RESULT: -10566078.4287789, starting new job                   
2026-08-10 22:35:32 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): BOTORCH_MODULAR, best RESULT: -10566078.4287789, started new job                    
2026-08-10 22:35:41 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): BOTORCH_MODULAR, best RESULT: -10566078.4287789, new result: RESULT: -29920112.123843
2026-08-10 22:35:43 (0b3008b8-33af-4e45-a7b4-a75252ec9cec): BOTORCH_MODULAR, best RESULT: -29920112.1238433, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.056 │    1 │        0.056 │
│       2 │   0.048 │    1 │        0.048 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.052 │      │              │
│  Median │   0.052 │      │              │
│   Total │   0.104 │      │              │
│     Max │   0.056 │      │              │
│     Min │   0.048 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.017 │    1 │        0.017 │
│         2 │   0.251 │    1 │        0.251 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.134 │      │              │
│    Median │   0.134 │      │              │
│     Total │   0.268 │      │              │
│       Max │   0.251 │      │              │
│       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
1786401318,768.9140625,29.9

! 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	-29920112.1238	-10566078.4288	-20243095.2763	9677016.8475	2
x	-431.2109	780.1384	174.4637	605.6747	2
y	-734.7905	991.2243	128.2169	863.0074	2
z	-473.1163	741.5102	134.1969	607.3133	2
a	-297.4114	939.9535	321.271	618.6824	2

submitit INFO (2026-08-10 22:35:21,461) - Starting with JobEnvironment(job_id=121301, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 22:35:21,461) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/121301/121301_submitted.pkl
Trial-Index: 0

Parameters: {"x": -431.2109351158142, "y": -734.7905337810516, "z": -473.11633825302124, "a": -297.4114418029785}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-431.21093511581420898438 --y=-734.79053378105163574219 --z=-473.11633825302124023438 --a=-297.411441802978515625 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1786398627.8742697
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786400725.9809978
Last modification: 1786398627.8742697
Hostname: runnervmliwqe
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-431.21093511581420898438 --y=-734.79053378105163574219 --z=-473.11633825302124023438 --a=-297.411441802978515625 
stdout:
 x: -431.21093511581420898438
y: -734.79053378105163574219
z: -473.11633825302124023438
a: -297.411441802978515625
RESULT: -10566078.4287789

stderr was empty
Result: {'RESULT': -10566078.4287789}
Final-results: {'RESULT': -10566078.4287789}
EXIT_CODE: 0
submitit INFO (2026-08-10 22:35:28,982) - Job completed successfully
submitit INFO (2026-08-10 22:35:28,983) - Exiting after successful completion