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)

RESULT4	RESULT3	RESULT2	x	y	z	a	RESULT1
4.6528071684	3.2286866397	2.7822619553	437.2369050979614	269.91987228393555	-598.850667476654	811.741828918457	1.2696691642

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: 342bff4932d73c05e174cf3b3f5750a19948e1c0 (9486-314-g342bff493)

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,RESULT4,RESULT3,RESULT1,RESULT2,x,y,z,a
0,1786610332,2,78c978f9-aef5-43d6-9e5d-83ab4c08267f,1786610334,1786610340,6,.tests/optimization_example_all_float.py  --x=437.23690509796142578125 --y=269.919872283935546875 --z=-598.85066747665405273438 --a=811.74182891845703125 --nr_results=4,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,4.652807168399999859786930755945,3.228686639699999805230845595361,1.269669164199999977782340465637,2.782261955300000089152945292881,437.23690509796142578125,269.919872283935546875,-598.850667476654052734375,811.74182891845703125
1,1786610343,2,78c978f9-aef5-43d6-9e5d-83ab4c08267f,1786610345,1786610351,6,.tests/optimization_example_all_float.py  --x=724.42463295304469284019 --y=908.63030137525197460491 --z=959.16823499895861004916 --a=-807.28206159530452623585 --nr_results=4,0,,runnervmvrwv9,1_0,COMPLETED,BOTORCH_MODULAR,4.953434263018915650889084645314,3.579047914637659477676834285376,1.351309849497454251832095906138,2.685796796761491744831573669217,724.424632953044692840194329619408,908.63030137525197460490744560957,959.168234998958610049157869070768,-807.282061595304526235850062221289

config_objectives not found

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.112 │    1 │        0.112 │
│       2 │   0.094 │    1 │        0.094 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.103 │      │              │
│  Median │   0.103 │      │              │
│   Total │   0.205 │      │              │
│     Max │   0.112 │      │              │
│     Min │   0.094 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.021 │    1 │        0.021 │
│         2 │   0.759 │    1 │        0.759 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.390 │      │              │
│    Median │   0.390 │      │              │
│     Total │   0.780 │      │              │
│       Max │   0.759 │      │              │
│       Min │   0.021 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1786610330,898.671875,28.7

! 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
RESULT4	4.6528	4.9534	4.8031	0.1503	2
RESULT3	3.2287	3.579	3.4039	0.1752	2
RESULT1	1.2697	1.3513	1.3105	0.0408	2
RESULT2	2.6858	2.7823	2.734	0.0482	2
x	437.2369	724.4246	580.8308	143.5939	2
y	269.9199	908.6303	589.2751	319.3552	2
z	-598.8507	959.1682	180.1588	779.0095	2
a	-807.2821	811.7418	2.2299	809.5119	2

submitit INFO (2026-08-13 08:38:52,431) - Starting with JobEnvironment(job_id=11665, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 08:38:52,432) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/11665/11665_submitted.pkl
Trial-Index: 0

Parameters: {"x": 437.2369050979614, "y": 269.91987228393555, "z": -598.850667476654, "a": 811.741828918457}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=437.23690509796142578125 --y=269.919872283935546875 --z=-598.85066747665405273438 --a=811.74182891845703125 --nr_results=4
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float.py
UID: 1001
GID: 1001
Status-Change-Time: 1786608557.6269422
Size: 2490 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786608998.2061112
Last modification: 1786608557.6269422
Hostname: runnervmvrwv9
========
DEBUG INFOS END

.tests/optimization_example_all_float.py  --x=437.23690509796142578125 --y=269.919872283935546875 --z=-598.85066747665405273438 --a=811.74182891845703125 --nr_results=4
stdout:
 x: 437.2369050979614
y: 269.91987228393555
z: -598.850667476654
a: 811.741828918457
RESULT1: 1.269669164170812
RESULT2: 2.7822619552956027
RESULT3: 3.2286866397256793
RESULT4: 4.652807168412866

stderr was empty
Result: {'RESULT1': 1.269669164170812, 'RESULT2': 2.7822619552956027, 'RESULT3': 3.2286866397256793, 'RESULT4': 4.652807168412866}
Final-results: {'RESULT1': 1.269669164170812, 'RESULT2': 2.7822619552956027, 'RESULT3': 3.2286866397256793, 'RESULT4': 4.652807168412866}
EXIT_CODE: 0
submitit INFO (2026-08-13 08:39:00,031) - Job completed successfully
submitit INFO (2026-08-13 08:39:00,031) - Exiting after successful completion