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 RESULT1, min (total: 2)

RESULT2	RESULT3	RESULT4	x	y	z	a	RESULT1
2.6316139736990…	3.7793757229481…	4.442322537757…	-906.3443168997…	-793.033057823…	-962.9099499434…	-871.282937005…	1.3903395403582…

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
RESULT1	min
RESULT2	max
RESULT3	min
RESULT4	max

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,RESULT1,RESULT2,RESULT3,RESULT4,x,y,z,a
0,1786614019,2,48f1a696-05e8-4480-b980-3e1dc2006bb9,1786614021,1786614027,6,.tests/optimization_example_all_float.py  --x=348.2468128204345703125 --y=307.4171543121337890625 --z=404.73830699920654296875 --a=-63.40658664703369140625 --nr_results=4,0,,runnervmliwqe,0_0,COMPLETED,SOBOL,1.50069322620000011880847523571,2.4372279027000001150327079813,3.115366831099999789245202919119,4.368193876700000366497533832444,348.2468128204345703125,307.4171543121337890625,404.73830699920654296875,-63.40658664703369140625
1,1786614030,1,48f1a696-05e8-4480-b980-3e1dc2006bb9,1786614031,1786614037,6,.tests/optimization_example_all_float.py  --x=-906.34431689977645874023 --y=-793.0330578237771987915 --z=-962.9099499434232711792 --a=-871.28293700516223907471 --nr_results=4,0,,runnervmliwqe,1_0,COMPLETED,BOTORCH_MODULAR,1.390339540358206393833029324014,2.631613973699082009716221364215,3.779375722948176807847175950883,4.442322537757530831470376142533,-906.344316899776458740234375,-793.03305782377719879150390625,-962.90994994342327117919921875,-871.28293700516223907470703125

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.051 │    1 │        0.051 │
│       2 │   0.095 │    1 │        0.095 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.073 │      │              │
│  Median │   0.073 │      │              │
│   Total │   0.146 │      │              │
│     Max │   0.095 │      │              │
│     Min │   0.051 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.018 │    1 │        0.018 │
│         2 │   0.749 │    1 │        0.749 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.384 │      │              │
│    Median │   0.384 │      │              │
│     Total │   0.767 │      │              │
│       Max │   0.749 │      │              │
│       Min │   0.018 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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	['RESULT1=min', 'RESULT2=max', 'RESULT3=min', 'RESULT4=max']
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
1786614017,769.43359375,30.3

! 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
RESULT1	1.3903	1.5007	1.4455	0.0552	2
RESULT2	2.4372	2.6316	2.5344	0.0972	2
RESULT3	3.1154	3.7794	3.4474	0.332	2
RESULT4	4.3682	4.4423	4.4053	0.0371	2
x	-906.3443	348.2468	-279.0488	627.2956	2
y	-793.0331	307.4172	-242.808	550.2251	2
z	-962.9099	404.7383	-279.0858	683.8241	2
a	-871.2829	-63.4066	-467.3448	403.9382	2

submitit INFO (2026-08-13 09:40:19,610) - Starting with JobEnvironment(job_id=13816, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 09:40:19,611) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/13816/13816_submitted.pkl
Trial-Index: 0

Parameters: {"x": 348.24681282043457, "y": 307.4171543121338, "z": 404.73830699920654, "a": -63.40658664703369}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=348.2468128204345703125 --y=307.4171543121337890625 --z=404.73830699920654296875 --a=-63.40658664703369140625 --nr_results=4
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=348.2468128204345703125 --y=307.4171543121337890625 --z=404.73830699920654296875 --a=-63.40658664703369140625 --nr_results=4
stdout:
 x: 348.24681282043457
y: 307.4171543121338
z: 404.73830699920654
a: -63.40658664703369
RESULT1: 1.5006932261896067
RESULT2: 2.4372279027330843
RESULT3: 3.1153668311292373
RESULT4: 4.368193876670061

stderr was empty
Result: {'RESULT1': 1.5006932261896067, 'RESULT2': 2.4372279027330843, 'RESULT3': 3.1153668311292373, 'RESULT4': 4.368193876670061}
Final-results: {'RESULT1': 1.5006932261896067, 'RESULT2': 2.4372279027330843, 'RESULT3': 3.1153668311292373, 'RESULT4': 4.368193876670061}
EXIT_CODE: 0
submitit INFO (2026-08-13 09:40:27,072) - Job completed successfully
submitit INFO (2026-08-13 09:40:27,072) - Exiting after successful completion