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
990.5292418959124	983.689399355749	-894.6010092345338	632.6407661164744	-31338817.1688065

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 22:18:20 (7259572c-a739-47a3-bfbc-a3188ae479f0): BOTORCH_MODULAR, best RESULT: -31338817.1688065, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: 932c996ed2680691955bfadb430de3e23bd25e57 (9475-1-g932c996ed)

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
0,1786400278,2,7259572c-a739-47a3-bfbc-a3188ae479f0,1786400280,1786400286,6,.tests/optimization_example_all_float  --x=-359.29721593856811523438 --y=-789.18717801570892333984 --z=156.63111209869384765625 --a=-148.500919342041015625,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,-8090778.699583269655704498291015625,-359.297215938568115234375,-789.18717801570892333984375,156.63111209869384765625,-148.500919342041015625
1,1786400289,2,7259572c-a739-47a3-bfbc-a3188ae479f0,1786400291,1786400297,6,.tests/optimization_example_all_float  --x=990.52924189591237791319 --y=983.68939935574894661841 --z=-894.60100923453376253747 --a=632.64076611647442405229,0,,runnervmvrwv9,1_0,COMPLETED,BOTORCH_MODULAR,-31338817.168806500732898712158203125,990.529241895912377913191448897123,983.689399355748946618405170738697,-894.601009234533762537466827780008,632.6407661164744240522850304842

2026-08-10 22:17:58 (7259572c-a739-47a3-bfbc-a3188ae479f0): SOBOL, Started OmniOpt2 run...
2026-08-10 22:17:58 (7259572c-a739-47a3-bfbc-a3188ae479f0): SOBOL, getting new HP set (no sbatch)
2026-08-10 22:17:58 (7259572c-a739-47a3-bfbc-a3188ae479f0): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 22:17:58 (7259572c-a739-47a3-bfbc-a3188ae479f0): SOBOL, eval #1/1 start                    
2026-08-10 22:17:58 (7259572c-a739-47a3-bfbc-a3188ae479f0): SOBOL, starting new job                   
2026-08-10 22:17:58 (7259572c-a739-47a3-bfbc-a3188ae479f0): SOBOL, started new job                    
2026-08-10 22:18:07 (7259572c-a739-47a3-bfbc-a3188ae479f0): SOBOL, new result: RESULT: -8090778.699583
2026-08-10 22:18:09 (7259572c-a739-47a3-bfbc-a3188ae479f0): SOBOL, best RESULT: -8090778.69958327, finishing jobs, finished 1 job
2026-08-10 22:18:09 (7259572c-a739-47a3-bfbc-a3188ae479f0): BOTORCH_MODULAR, best RESULT: -8090778.69958327, getting new HP set (no sbatch)
2026-08-10 22:18:09 (7259572c-a739-47a3-bfbc-a3188ae479f0): BOTORCH_MODULAR, best RESULT: -8090778.69958327, requested 1 jobs, got 1, 0.37 s/job
2026-08-10 22:18:09 (7259572c-a739-47a3-bfbc-a3188ae479f0): BOTORCH_MODULAR, best RESULT: -8090778.69958327, eval #1/1 start                    
2026-08-10 22:18:09 (7259572c-a739-47a3-bfbc-a3188ae479f0): BOTORCH_MODULAR, best RESULT: -8090778.69958327, starting new job                   
2026-08-10 22:18:09 (7259572c-a739-47a3-bfbc-a3188ae479f0): BOTORCH_MODULAR, best RESULT: -8090778.69958327, started new job                    
2026-08-10 22:18:18 (7259572c-a739-47a3-bfbc-a3188ae479f0): BOTORCH_MODULAR, best RESULT: -8090778.69958327, new result: RESULT: -31338817.168807
2026-08-10 22:18:20 (7259572c-a739-47a3-bfbc-a3188ae479f0): BOTORCH_MODULAR, best RESULT: -31338817.1688065, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.124 │    1 │        0.124 │
│       2 │   0.059 │    1 │        0.059 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.091 │      │              │
│  Median │   0.091 │      │              │
│   Total │   0.182 │      │              │
│     Max │   0.124 │      │              │
│     Min │   0.059 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.024 │    1 │        0.024 │
│         2 │   0.372 │    1 │        0.372 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.198 │      │              │
│    Median │   0.198 │      │              │
│     Total │   0.395 │      │              │
│       Max │   0.372 │      │              │
│       Min │   0.024 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1786400275,898.15234375,28.3

! 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	-31338817.1688	-8090778.6996	-19714797.9342	11624019.2346	2
x	-359.2972	990.5292	315.616	674.9132	2
y	-789.1872	983.6894	97.2511	886.4383	2
z	-894.601	156.6311	-368.9849	525.6161	2
a	-148.5009	632.6408	242.0699	390.5708	2

submitit INFO (2026-08-10 22:17:58,865) - Starting with JobEnvironment(job_id=117946, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 22:17:58,866) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/117946/117946_submitted.pkl
Trial-Index: 0

Parameters: {"x": -359.2972159385681, "y": -789.1871780157089, "z": 156.63111209869385, "a": -148.50091934204102}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-359.29721593856811523438 --y=-789.18717801570892333984 --z=156.63111209869384765625 --a=-148.500919342041015625 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1786397396.334323
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786399643.0604239
Last modification: 1786397396.334323
Hostname: runnervmvrwv9
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-359.29721593856811523438 --y=-789.18717801570892333984 --z=156.63111209869384765625 --a=-148.500919342041015625 
stdout:
 x: -359.29721593856811523438
y: -789.18717801570892333984
z: 156.63111209869384765625
a: -148.500919342041015625
RESULT: -8090778.69958327

stderr was empty
Result: {'RESULT': -8090778.69958327}
Final-results: {'RESULT': -8090778.69958327}
EXIT_CODE: 0
submitit INFO (2026-08-10 22:18:06,742) - Job completed successfully
submitit INFO (2026-08-10 22:18:06,742) - Exiting after successful completion