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
-868.623873218894	955.7865671813488	843.3784674853086	840.3204046189785	-30699843.7361049

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 22:31:23 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): BOTORCH_MODULAR, best RESULT: -30699843.7361049, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: dffaf994f52be69b1cf59dba725dd7c392badc7a (9475-2-gdffaf994f)

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
0,1786401062,1,4c744a2d-c9de-47f0-aa06-b8baf44ed447,1786401063,1786401069,6,.tests/optimization_example_all_float  --x=653.0926227569580078125 --y=-322.27402925491333007812 --z=-237.06817626953125 --a=-521.8212604522705078125,0,,runnervmliwqe,0_0,COMPLETED,SOBOL,-8622461.90886279009282588958740234375,653.0926227569580078125,-322.274029254913330078125,-237.06817626953125,-521.8212604522705078125
1,1786401072,2,4c744a2d-c9de-47f0-aa06-b8baf44ed447,1786401074,1786401080,6,.tests/optimization_example_all_float  --x=-868.62387321889400482178 --y=955.78656718134880065918 --z=843.37846748530864715576 --a=840.32040461897850036621,0,,runnervmliwqe,1_0,COMPLETED,BOTORCH_MODULAR,-30699843.736104898154735565185546875,-868.62387321889400482177734375,955.7865671813488006591796875,843.37846748530864715576171875,840.3204046189785003662109375

2026-08-10 22:31:02 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): SOBOL, Started OmniOpt2 run...
2026-08-10 22:31:02 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): SOBOL, getting new HP set (no sbatch)
2026-08-10 22:31:02 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 22:31:02 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): SOBOL, eval #1/1 start                    
2026-08-10 22:31:02 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): SOBOL, starting new job                   
2026-08-10 22:31:02 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): SOBOL, started new job                    
2026-08-10 22:31:11 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): SOBOL, new result: RESULT: -8622461.908863
2026-08-10 22:31:12 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): SOBOL, best RESULT: -8622461.90886279, finishing jobs, finished 1 job
2026-08-10 22:31:12 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): BOTORCH_MODULAR, best RESULT: -8622461.90886279, getting new HP set (no sbatch)
2026-08-10 22:31:12 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): BOTORCH_MODULAR, best RESULT: -8622461.90886279, requested 1 jobs, got 1, 0.26 s/job
2026-08-10 22:31:12 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): BOTORCH_MODULAR, best RESULT: -8622461.90886279, eval #1/1 start                    
2026-08-10 22:31:12 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): BOTORCH_MODULAR, best RESULT: -8622461.90886279, starting new job                   
2026-08-10 22:31:12 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): BOTORCH_MODULAR, best RESULT: -8622461.90886279, started new job                    
2026-08-10 22:31:21 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): BOTORCH_MODULAR, best RESULT: -8622461.90886279, new result: RESULT: -30699843.736105
2026-08-10 22:31:23 (4c744a2d-c9de-47f0-aa06-b8baf44ed447): BOTORCH_MODULAR, best RESULT: -30699843.7361049, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.057 │    1 │        0.057 │
│       2 │   0.049 │    1 │        0.049 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.053 │      │              │
│  Median │   0.053 │      │              │
│   Total │   0.106 │      │              │
│     Max │   0.057 │      │              │
│     Min │   0.049 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.017 │    1 │        0.017 │
│         2 │   0.264 │    1 │        0.264 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.141 │      │              │
│    Median │   0.141 │      │              │
│     Total │   0.282 │      │              │
│       Max │   0.264 │      │              │
│       Min │   0.017 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1786401059,768.890625,29.7

! 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
RESULT	-30699843.7361	-8622461.9089	-19661152.8225	11038690.9136	2
x	-868.6239	653.0926	-107.7656	760.8582	2
y	-322.274	955.7866	316.7563	639.0303	2
z	-237.0682	843.3785	303.1551	540.2233	2
a	-521.8213	840.3204	159.2496	681.0708	2

submitit INFO (2026-08-10 22:31:02,402) - Starting with JobEnvironment(job_id=120615, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 22:31:02,402) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/120615/120615_submitted.pkl
Trial-Index: 0

Parameters: {"x": 653.092622756958, "y": -322.27402925491333, "z": -237.06817626953125, "a": -521.8212604522705}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=653.0926227569580078125 --y=-322.27402925491333007812 --z=-237.06817626953125 --a=-521.8212604522705078125 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1786398343.9965572
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786400466.37869
Last modification: 1786398343.9965572
Hostname: runnervmliwqe
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=653.0926227569580078125 --y=-322.27402925491333007812 --z=-237.06817626953125 --a=-521.8212604522705078125 
stdout:
 x: 653.0926227569580078125
y: -322.27402925491333007812
z: -237.06817626953125
a: -521.8212604522705078125
RESULT: -8622461.90886279

stderr was empty
Result: {'RESULT': -8622461.90886279}
Final-results: {'RESULT': -8622461.90886279}
EXIT_CODE: 0
submitit INFO (2026-08-10 22:31:09,973) - Job completed successfully
submitit INFO (2026-08-10 22:31:09,974) - Exiting after successful completion