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
-986.4813014864922	-857.7886037528515	-752.285610884428	849.6366925537586	-30145389.290200993

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: b8cfc139fd2a0bf7812194ab058ea72864028ccd (9486-320-gb8cfc139f)

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
0,1786614475,1,9974eabd-ba54-4142-9568-b2b98c3f9b58,1786614476,1786614482,6,.tests/optimization_example_all_float.py  --x=764.39535617828369140625 --y=-106.419086456298828125 --z=635.65981388092041015625 --a=-253.38137149810791015625 --nr_results=1,0,,runnervmliwqe,0_0,COMPLETED,SOBOL,-10530652.422276325523853302001953125,764.39535617828369140625,-106.419086456298828125,635.65981388092041015625,-253.38137149810791015625
1,1786614485,2,9974eabd-ba54-4142-9568-b2b98c3f9b58,1786614487,1786614493,6,.tests/optimization_example_all_float.py  --x=-986.48130148649215698242 --y=-857.78860375285148620605 --z=-752.28561088442802429199 --a=849.63669255375862121582 --nr_results=1,0,,runnervmliwqe,1_0,COMPLETED,BOTORCH_MODULAR,-30145389.29020099341869354248046875,-986.481301486492156982421875,-857.7886037528514862060546875,-752.2856108844280242919921875,849.6366925537586212158203125

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.054 │    1 │        0.054 │
│       2 │   0.053 │    1 │        0.053 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.053 │      │              │
│  Median │   0.053 │      │              │
│   Total │   0.106 │      │              │
│     Max │   0.054 │      │              │
│     Min │   0.053 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.020 │    1 │        0.020 │
│         2 │   0.246 │    1 │        0.246 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.133 │      │              │
│    Median │   0.133 │      │              │
│     Total │   0.266 │      │              │
│       Max │   0.246 │      │              │
│       Min │   0.020 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
install	False
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdC5weSAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPS…
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
1786614470,769.36328125,29.8

! 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	-30145389.2902	-10530652.4223	-20338020.8562	9807368.434	2
x	-986.4813	764.3954	-111.043	875.4383	2
y	-857.7886	-106.4191	-482.1038	375.6848	2
z	-752.2856	635.6598	-58.3129	693.9727	2
a	-253.3814	849.6367	298.1277	551.509	2

submitit INFO (2026-08-13 09:47:55,293) - Starting with JobEnvironment(job_id=15024, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 09:47:55,293) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/15024/15024_submitted.pkl
Trial-Index: 0

Parameters: {"x": 764.3953561782837, "y": -106.41908645629883, "z": 635.6598138809204, "a": -253.3813714981079}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=764.39535617828369140625 --y=-106.419086456298828125 --z=635.65981388092041015625 --a=-253.38137149810791015625 --nr_results=1
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=764.39535617828369140625 --y=-106.419086456298828125 --z=635.65981388092041015625 --a=-253.38137149810791015625 --nr_results=1
stdout:
 x: 764.3953561782837
y: -106.41908645629883
z: 635.6598138809204
a: -253.3813714981079
RESULT: -10530652.422276326

stderr was empty
Result: {'RESULT': -10530652.422276326}
Final-results: {'RESULT': -10530652.422276326}
EXIT_CODE: 0
submitit INFO (2026-08-13 09:48:02,956) - Job completed successfully
submitit INFO (2026-08-13 09:48:02,956) - Exiting after successful completion