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
939.4406965081369	-973.1847555814799	-525.7637145913927	950.8192019648033	-30061153.23937595

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: 7c9529f03bd96807cf7d7122f48a4f29e029e3a9 (9875-63-g7c9529f03)

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
0,1788276393,6,358d33d6-1255-492f-93b7-1eafadc6dadc,1788276399,1788276405,6,.tests/optimization_example_all_float  --x=-417.98579692840576171875 --y=274.19567108154296875 --z=219.32971477508544921875 --a=-294.59774494171142578125 --nr_results=1,0,,norman-20fms48v00,0_0,COMPLETED,SOBOL,-3871593.440615457948297262191772460938,-417.98579692840576171875,274.19567108154296875,219.32971477508544921875,-294.59774494171142578125
1,1788276409,6,358d33d6-1255-492f-93b7-1eafadc6dadc,1788276415,1788276421,6,.tests/optimization_example_all_float  --x=939.44069650813685257162 --y=-973.18475558147986248514 --z=-525.76371459139272701577 --a=950.81920196480325557786 --nr_results=1,0,,norman-20fms48v00,1_0,COMPLETED,BOTORCH_MODULAR,-30061153.23937594890594482421875,939.440696508136852571624331176281,-973.184755581479862485139165073633,-525.763714591392727015772834420204,950.819201964803255577862728387117

config_objectives not found

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.510 │    1 │        0.510 │
│       2 │   0.208 │    1 │        0.208 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.359 │      │              │
│  Median │   0.359 │      │              │
│   Total │   0.717 │      │              │
│     Max │   0.510 │      │              │
│     Min │   0.208 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.059 │    1 │        0.059 │
│         2 │   0.991 │    1 │        0.991 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.525 │      │              │
│    Median │   0.525 │      │              │
│     Total │   1.050 │      │              │
│       Max │   0.991 │      │              │
│       Min │   0.059 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
install	False
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
wait_until_ended	False
send_anonymized_usage_stats	True
ui_url	None
root_venv_dir	/home/norman
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
optuna_sampler	None
optuna_pruner	none
optuna_n_startup_trials	10
optuna_multivariate	False
optuna_group	False
optuna_constraints	False
optuna_n_ei_candidates	0
optuna_storage	None
optuna_study_name	omniopt_study
optuna_no_load_if_exists	False
optuna_extra_iters	1
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
1788276392,871.15234375,86.2

! 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	-30061153.2394	-3871593.4406	-16966373.34	13094779.8994	2
x	-417.9858	939.4407	260.7274	678.7132	2
y	-973.1848	274.1957	-349.4945	623.6902	2
z	-525.7637	219.3297	-153.217	372.5467	2
a	-294.5977	950.8192	328.1107	622.7085	2

submitit INFO (2026-09-01 16:09:46,760) - Starting with JobEnvironment(job_id=656052, hostname=norman-20fms48v00, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-09-01 16:09:46,760) - Loading pickle: /home/norman/repos/OmniOpt/runs/example_all_float/3/single_runs/656052/656052_submitted.pkl
Trial-Index: 0

Parameters: {"x": -67.21287965774536, "y": -325.387179851532, "z": -371.762216091156, "a": -778.4208953380585}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-67.21287965774536132812 --y=-325.38717985153198242188 --z=-371.76221609115600585938 --a=-778.42089533805847167969 --nr_results=4
pwd: /home/norman/repos/OmniOpt
File: .tests/optimization_example_all_float
UID: 1000
GID: 1000
Status-Change-Time: 1786639884.3133159
Size: 2490 Bytes
Permissions: -rwxrwxr-x
Owner: norman
Last access: 1788194181.8370993
Last modification: 1786575152.2199597
Hostname: norman-20fms48v00
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-67.21287965774536132812 --y=-325.38717985153198242188 --z=-371.76221609115600585938 --a=-778.42089533805847167969 --nr_results=4
stdout:
 x: -67.21287965774536
y: -325.387179851532
z: -371.762216091156
a: -778.4208953380585
RESULT1: 1.4982407034742633
RESULT2: 2.856338853568724
RESULT3: 3.9190563802773686
RESULT4: 4.2780234321958766

stderr was empty
Result: {'RESULT1': 1.4982407034742633, 'RESULT2': 2.856338853568724, 'RESULT3': 3.9190563802773686, 'RESULT4': 4.2780234321958766}
Final-results: {'RESULT1': 1.4982407034742633, 'RESULT2': 2.856338853568724, 'RESULT3': 3.9190563802773686, 'RESULT4': 4.2780234321958766}
EXIT_CODE: 0
submitit INFO (2026-09-01 16:09:55,397) - Job completed successfully
submitit INFO (2026-09-01 16:09:55,397) - Exiting after successful completion