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
895.8475422114134	965.7098166644573	-916.3183271884918	-759.1867074370384	-31494438.0658596

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

2026-05-01 21:00:30 (69a58139-1d6d-4e8e-ad30-062861742472): BOTORCH_MODULAR, best RESULT: -31494438.0658596, finishing jobs, finished 1 job

Git-Version

Commit: 997d0a84c9f3676ab83077d5b431c1fe7626cc5c (9282-4-g997d0a84c)

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
0,1777669210,1,69a58139-1d6d-4e8e-ad30-062861742472,1777669211,1777669217,6,.tests/optimization_example_all_float  --x=-666.81364178657531738281 --y=-688.81434202194213867188 --z=322.711944580078125 --a=439.94653224945068359375,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-12227143.1362436003983020782470703125,-666.8136417865753173828125,-688.814342021942138671875,322.711944580078125,439.94653224945068359375
1,1777669220,2,69a58139-1d6d-4e8e-ad30-062861742472,1777669222,1777669228,6,.tests/optimization_example_all_float  --x=895.84754221141338348389 --y=965.70981666445732116699 --z=-916.31832718849182128906 --a=-759.18670743703842163086,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-31494438.06585960090160369873046875,895.84754221141338348388671875,965.7098166644573211669921875,-916.3183271884918212890625,-759.186707437038421630859375


========================================================================

Current git-hash: 997d0a84c9f3676ab83077d5b431c1fe7626cc5c (last fully tested stable version 4 commits ago [3669a7dd9138090647baf283e6316589853bd460, 9282])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-01 21:00:07] ax.service.utils.with_db_settings_base: Ax currently requires a sqlalchemy version below 2.0. This will be addressed in a future release. Disabling SQL storage in Ax for now, if you would like to use SQL storage please install Ax with mysql extras via `pip install ax-platform[mysql]`.
Run-UUID: 6a56611c-f906-4ba7-a02f-e3819d8eabec
  _________________________________________________
 /                                                 \
| OmniOpt2 - More focused than a cat watching a las |
| er pointer.                                       |
 \                                                 /
  =================================================
                                                 \
                                                  \
                                                   \
                                                    \
                                                        ____________
                                                        |__________|
                                                       /           /\
                                                      /           /  \
                                                     /___________/___/|
                                                     |          |     |
                                                     |  ==\ /== |     |
                                                     |   O   O  | \ \ |
                                                     |     <    |  \ \|
                                                    /|          |   \ \
                                                   / |  \_____/ |   / /
                                                  / /|          |  / /|
                                                 /||\|          | /||\/
                                                     -------------|
                                                         | |    | |
                                                        <__/    \__>
omniopt --partition=alpha --experiment_name=example_all_float --mem_gb=4 --time=60 --worker_timeout=5 --max_eval=2 --num_parallel_jobs=1 --gpus=0 --num_random_steps=1 --send_anonymized_usage_stats --run_program=LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYSkK --cpus_per_task=1 --nodes_per_job=1 --model=BOTORCH_MODULAR --run_mode=local --parameter x range -1000 1000 float --parameter y range -1000 1000 float --parameter z range -1000 1000 float --parameter a range -1000 1000 float --live_share --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=70 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR for 1 step.
Run-Program: .tests/optimization_example_all_float  --x=%(x) --y=%(y) --z=%(z) --a=%(a)

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         │
└──────┴───────┴─────────────┴─────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT      │         min │
└─────────────┴─────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description                                                 ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Best RESULT, min (total: 2)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ x                 ┃ y                 ┃ z                  ┃ a                  ┃ RESULT            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 895.8475422114134 │ 965.7098166644573 │ -916.3183271884918 │ -759.1867074370384 │ -31494438.0658596 │
└───────────────────┴───────────────────┴────────────────────┴────────────────────┴───────────────────┘
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time  ┃ Max time  ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│           2           │ 6.00 sec  │ 6.00 sec  │   6.00 sec   │  6.00 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.471 │    1 │        0.471 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.247 │      │              │
│    Median │   0.247 │      │              │
│     Total │   0.495 │      │              │
│       Max │   0.471 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.117 │    1 │        0.117 │
│       2 │   0.065 │    1 │        0.065 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.091 │      │              │
│  Median │   0.091 │      │              │
│   Total │   0.182 │      │              │
│     Max │   0.117 │      │              │
│     Min │   0.065 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-05-01 21:00:09 (69a58139-1d6d-4e8e-ad30-062861742472): SOBOL, Started OmniOpt2 run...
2026-05-01 21:00:10 (69a58139-1d6d-4e8e-ad30-062861742472): SOBOL, getting new HP set (no sbatch)
2026-05-01 21:00:10 (69a58139-1d6d-4e8e-ad30-062861742472): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-01 21:00:10 (69a58139-1d6d-4e8e-ad30-062861742472): SOBOL, eval #1/1 start                    
2026-05-01 21:00:10 (69a58139-1d6d-4e8e-ad30-062861742472): SOBOL, starting new job                   
2026-05-01 21:00:10 (69a58139-1d6d-4e8e-ad30-062861742472): SOBOL, started new job                    
2026-05-01 21:00:19 (69a58139-1d6d-4e8e-ad30-062861742472): SOBOL, new result: RESULT: -12227143.136244
2026-05-01 21:00:20 (69a58139-1d6d-4e8e-ad30-062861742472): SOBOL, best RESULT: -12227143.1362436, finishing jobs, finished 1 job
2026-05-01 21:00:20 (69a58139-1d6d-4e8e-ad30-062861742472): BOTORCH_MODULAR, best RESULT: -12227143.1362436, getting new HP set (no sbatch)
2026-05-01 21:00:20 (69a58139-1d6d-4e8e-ad30-062861742472): BOTORCH_MODULAR, best RESULT: -12227143.1362436, requested 1 jobs, got 1, 0.47 s/job
2026-05-01 21:00:20 (69a58139-1d6d-4e8e-ad30-062861742472): BOTORCH_MODULAR, best RESULT: -12227143.1362436, eval #1/1 start                    
2026-05-01 21:00:20 (69a58139-1d6d-4e8e-ad30-062861742472): BOTORCH_MODULAR, best RESULT: -12227143.1362436, starting new job                   
2026-05-01 21:00:20 (69a58139-1d6d-4e8e-ad30-062861742472): BOTORCH_MODULAR, best RESULT: -12227143.1362436, started new job                    
2026-05-01 21:00:29 (69a58139-1d6d-4e8e-ad30-062861742472): BOTORCH_MODULAR, best RESULT: -12227143.1362436, new result: RESULT: -31494438.065860
2026-05-01 21:00:30 (69a58139-1d6d-4e8e-ad30-062861742472): BOTORCH_MODULAR, best RESULT: -31494438.0658596, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.117 │    1 │        0.117 │
│       2 │   0.065 │    1 │        0.065 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.091 │      │              │
│  Median │   0.091 │      │              │
│   Total │   0.182 │      │              │
│     Max │   0.117 │      │              │
│     Min │   0.065 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.471 │    1 │        0.471 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.247 │      │              │
│    Median │   0.247 │      │              │
│     Total │   0.495 │      │              │
│       Max │   0.471 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYSkK']]
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
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
1777669208,740.68359375,28.2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-31494438.0659	-12227143.1362	-21860790.6011	9633647.4648	2
x	-666.8136	895.8475	114.517	781.3306	2
y	-688.8143	965.7098	138.4477	827.2621	2
z	-916.3183	322.7119	-296.8032	619.5151	2
a	-759.1867	439.9465	-159.6201	599.5666	2

submitit INFO (2026-05-01 21:00:10,330) - Starting with JobEnvironment(job_id=122361, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-01 21:00:10,330) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/122361/122361_submitted.pkl
Trial-Index: 0

Parameters: {"x": -666.8136417865753, "y": -688.8143420219421, "z": 322.7119445800781, "a": 439.9465322494507}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-666.81364178657531738281 --y=-688.81434202194213867188 --z=322.711944580078125 --a=439.94653224945068359375 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1777667045.5930626
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1777669211.7709224
Last modification: 1777667045.5930626
Hostname: runnervmrc6n4
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-666.81364178657531738281 --y=-688.81434202194213867188 --z=322.711944580078125 --a=439.94653224945068359375 
stdout:
 x: -666.81364178657531738281
y: -688.81434202194213867188
z: 322.711944580078125
a: 439.94653224945068359375
RESULT: -12227143.1362436

stderr was empty
Result: {'RESULT': -12227143.1362436}
Final-results: {'RESULT': -12227143.1362436}
EXIT_CODE: 0
submitit INFO (2026-05-01 21:00:17,792) - Job completed successfully
submitit INFO (2026-05-01 21:00:17,793) - Exiting after successful completion