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
983.2518622279167	-991.0868480801582	-822.334436699748	959.9960241466761	-35454536.1469361

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

2026-02-24 13:55:38 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): BOTORCH_MODULAR, best RESULT: -35454536.1469361, finishing jobs, finished 1 job

Git-Version

Commit: 95422d9ad480c2b42aa4c975f8aa23637f180e31 (9260-6-g95422d9ad)

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
0,1771941317,2,b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52,1771941319,1771941325,6,.tests/optimization_example_all_float  --x=-162.0867252349853515625 --y=645.485401153564453125 --z=199.84948635101318359375 --a=38.4876728057861328125,0,,runnervmwffz4,0_0,COMPLETED,SOBOL,-4780168.296667180024087429046630859375,-162.0867252349853515625,645.485401153564453125,199.84948635101318359375,38.4876728057861328125
1,1771941328,1,b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52,1771941329,1771941335,6,.tests/optimization_example_all_float  --x=983.2518622279167175293 --y=-991.08684808015823364258 --z=-822.33443669974803924561 --a=959.9960241466760635376,0,,runnervmwffz4,1_0,COMPLETED,BOTORCH_MODULAR,-35454536.14693610370159149169921875,983.251862227916717529296875,-991.086848080158233642578125,-822.33443669974803924560546875,959.99602414667606353759765625


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

Current git-hash: 95422d9ad480c2b42aa4c975f8aa23637f180e31 (last fully tested stable version 6 commits ago [58c866c868c07da88eccea8bc47a8de539dae9f1, 9260])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-24 13:55:13] ax.storage.sqa_store.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: e239add0-087c-44f3-99a8-048ffce52d86
  _________________________________________________
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| OmniOpt2 - More focused than a cat watching a las |
| er pointer.                                       |
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                                                            \@_^_\@'/   \\/_   //    |   \\   \\
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                                                       ( / /) _|_ /   )  //       |      \\     _\\
                                                     ( // /) '/,_ _ _/  ( ; -.    |    _ _\\.-~        .-~~~^-.
                                                   (( / / )) ,-{        _      `-.|.-~-.           .~         `.
                                                  (( // / ))  '/\\      /                 ~-. _ .-~      .-~^-.  \\
                                                  (( /// ))      `.   {            }                   /      \\  \\
                                                   (( / ))     .----~-.\\        \\-'                 .~         \\  `. \\^-.
                                                              ///.----..>        \\             _ -~             `.  ^-`  ^-_
                                                                ///-._ _ _ _ _ _ _}^ - - - - ~                     ~-- ,.-~
                                                                                                                   /.-~
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/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=18 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 983.2518622279167 │ -991.0868480801582 │ -822.334436699748 │ 959.9960241466761 │ -35454536.1469361 │
└───────────────────┴────────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │   0.039 │    1 │        0.039 │
│         2 │   0.343 │    1 │        0.343 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.191 │      │              │
│    Median │   0.191 │      │              │
│     Total │   0.383 │      │              │
│       Max │   0.343 │      │              │
│       Min │   0.039 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.255 │    1 │        0.255 │
│       2 │   0.081 │    1 │        0.081 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.168 │      │              │
│  Median │   0.168 │      │              │
│   Total │   0.337 │      │              │
│     Max │   0.255 │      │              │
│     Min │   0.081 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-02-24 13:55:17 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): SOBOL, Started OmniOpt2 run...
2026-02-24 13:55:17 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): SOBOL, getting new HP set (no sbatch)
2026-02-24 13:55:17 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-02-24 13:55:17 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): SOBOL, eval #1/1 start                    
2026-02-24 13:55:17 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): SOBOL, starting new job                   
2026-02-24 13:55:17 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): SOBOL, started new job                    
2026-02-24 13:55:26 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): SOBOL, new result: RESULT: -4780168.296667
2026-02-24 13:55:27 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): SOBOL, best RESULT: -4780168.29666718, finishing jobs, finished 1 job
2026-02-24 13:55:28 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): BOTORCH_MODULAR, best RESULT: -4780168.29666718, getting new HP set (no sbatch)
2026-02-24 13:55:28 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): BOTORCH_MODULAR, best RESULT: -4780168.29666718, requested 1 jobs, got 1, 0.34 s/job
2026-02-24 13:55:28 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): BOTORCH_MODULAR, best RESULT: -4780168.29666718, eval #1/1 start                    
2026-02-24 13:55:28 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): BOTORCH_MODULAR, best RESULT: -4780168.29666718, starting new job                   
2026-02-24 13:55:28 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): BOTORCH_MODULAR, best RESULT: -4780168.29666718, started new job                    
2026-02-24 13:55:37 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): BOTORCH_MODULAR, best RESULT: -4780168.29666718, new result: RESULT: -35454536.146936
2026-02-24 13:55:38 (b0a4c3dd-7761-4b0a-bac9-5ce5b7f9cf52): BOTORCH_MODULAR, best RESULT: -35454536.1469361, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.255 │    1 │        0.255 │
│       2 │   0.081 │    1 │        0.081 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.168 │      │              │
│  Median │   0.168 │      │              │
│   Total │   0.337 │      │              │
│     Max │   0.255 │      │              │
│     Min │   0.081 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.039 │    1 │        0.039 │
│         2 │   0.343 │    1 │        0.343 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.191 │      │              │
│    Median │   0.191 │      │              │
│     Total │   0.383 │      │              │
│       Max │   0.343 │      │              │
│       Min │   0.039 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1771941314,794.4921875,26.9

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-35454536.1469	-4780168.2967	-20117352.2218	15337183.9251	2
x	-162.0867	983.2519	410.5826	572.6693	2
y	-991.0868	645.4854	-172.8007	818.2861	2
z	-822.3344	199.8495	-311.2425	511.092	2
a	38.4877	959.996	499.2418	460.7542	2

submitit INFO (2026-02-24 13:55:17,637) - Starting with JobEnvironment(job_id=142636, hostname=runnervmwffz4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-02-24 13:55:17,637) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/142636/142636_submitted.pkl
Trial-Index: 0

Parameters: {"x": -162.08672523498535, "y": 645.4854011535645, "z": 199.84948635101318, "a": 38.48767280578613}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-162.0867252349853515625 --y=645.485401153564453125 --z=199.84948635101318359375 --a=38.4876728057861328125 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1771938043.6641746
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1771940568.821345
Last modification: 1771938043.6641746
Hostname: runnervmwffz4
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-162.0867252349853515625 --y=645.485401153564453125 --z=199.84948635101318359375 --a=38.4876728057861328125 
stdout:
 x: -162.0867252349853515625
y: 645.485401153564453125
z: 199.84948635101318359375
a: 38.4876728057861328125
RESULT: -4780168.29666718

stderr was empty
Result: {'RESULT': -4780168.29666718}
Final-results: {'RESULT': -4780168.29666718}
EXIT_CODE: 0
submitit INFO (2026-02-24 13:55:25,187) - Job completed successfully
submitit INFO (2026-02-24 13:55:25,187) - Exiting after successful completion