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
-941.7571537196636	-983.6249630898237	-655.5214002728462	-903.1524527817965	-31329269.0729731

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

2026-02-19 15:36:19 (0a84a05b-8325-4263-b666-96fc43b76eea): BOTORCH_MODULAR, best RESULT: -31329269.0729731, finishing jobs, finished 1 job

Git-Version

Commit: 58c866c868c07da88eccea8bc47a8de539dae9f1 (9230-25-g58c866c86)

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
0,1771515357,2,0a84a05b-8325-4263-b666-96fc43b76eea,1771515359,1771515365,6,.tests/optimization_example_all_float  --x=211.68291568756103515625 --y=220.00598907470703125 --z=659.5485210418701171875 --a=324.97990131378173828125,0,,runnervm58klu,0_0,COMPLETED,SOBOL,-6203310.067964640446007251739501953125,211.68291568756103515625,220.00598907470703125,659.5485210418701171875,324.97990131378173828125
1,1771515368,2,0a84a05b-8325-4263-b666-96fc43b76eea,1771515370,1771515376,6,.tests/optimization_example_all_float  --x=-941.75715371966361999512 --y=-983.62496308982372283936 --z=-655.52140027284622192383 --a=-903.1524527817964553833,0,,runnervm58klu,1_0,COMPLETED,BOTORCH_MODULAR,-31329269.0729730986058712005615234375,-941.7571537196636199951171875,-983.62496308982372283935546875,-655.521400272846221923828125,-903.15245278179645538330078125


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

Current git-hash: 58c866c868c07da88eccea8bc47a8de539dae9f1 (last fully tested stable version 25 commits ago [1431d695e1d9911d740a43d6b86abbd58f76a3b1, 9230])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-19 15:35:54] 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: 2970e9c8-512c-42c1-8dd6-eb3a61d4886d
  _________________________________________________
 /                                                 \
| OmniOpt2 - Tuning hyperparameters with the finess |
| e of a cat trying not to knock over the vase.     |
 \                                                 /
  =================================================
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                                                                                 ___-------___
                                                                             _-~~             ~~-_
                                                                          _-~                    /~-_
                                                        /^\__/^\         /~  \                   /    \
                                                      /|  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/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=10 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -941.7571537196636 │ -983.6249630898237 │ -655.5214002728462 │ -903.1524527817965 │ -31329269.0729731 │
└────────────────────┴────────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │   0.025 │    1 │        0.025 │
│         2 │   0.486 │    1 │        0.486 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.255 │      │              │
│    Median │   0.255 │      │              │
│     Total │   0.511 │      │              │
│       Max │   0.486 │      │              │
│       Min │   0.025 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.124 │    1 │        0.124 │
│       2 │   0.072 │    1 │        0.072 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.098 │      │              │
│  Median │   0.098 │      │              │
│   Total │   0.196 │      │              │
│     Max │   0.124 │      │              │
│     Min │   0.072 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-02-19 15:35:57 (0a84a05b-8325-4263-b666-96fc43b76eea): SOBOL, Started OmniOpt2 run...
2026-02-19 15:35:57 (0a84a05b-8325-4263-b666-96fc43b76eea): SOBOL, getting new HP set (no sbatch)
2026-02-19 15:35:57 (0a84a05b-8325-4263-b666-96fc43b76eea): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-02-19 15:35:57 (0a84a05b-8325-4263-b666-96fc43b76eea): SOBOL, eval #1/1 start                    
2026-02-19 15:35:57 (0a84a05b-8325-4263-b666-96fc43b76eea): SOBOL, starting new job                   
2026-02-19 15:35:57 (0a84a05b-8325-4263-b666-96fc43b76eea): SOBOL, started new job                    
2026-02-19 15:36:06 (0a84a05b-8325-4263-b666-96fc43b76eea): SOBOL, new result: RESULT: -6203310.067965
2026-02-19 15:36:08 (0a84a05b-8325-4263-b666-96fc43b76eea): SOBOL, best RESULT: -6203310.06796464, finishing jobs, finished 1 job
2026-02-19 15:36:08 (0a84a05b-8325-4263-b666-96fc43b76eea): BOTORCH_MODULAR, best RESULT: -6203310.06796464, getting new HP set (no sbatch)
2026-02-19 15:36:08 (0a84a05b-8325-4263-b666-96fc43b76eea): BOTORCH_MODULAR, best RESULT: -6203310.06796464, requested 1 jobs, got 1, 0.49 s/job
2026-02-19 15:36:08 (0a84a05b-8325-4263-b666-96fc43b76eea): BOTORCH_MODULAR, best RESULT: -6203310.06796464, eval #1/1 start                    
2026-02-19 15:36:08 (0a84a05b-8325-4263-b666-96fc43b76eea): BOTORCH_MODULAR, best RESULT: -6203310.06796464, starting new job                   
2026-02-19 15:36:08 (0a84a05b-8325-4263-b666-96fc43b76eea): BOTORCH_MODULAR, best RESULT: -6203310.06796464, started new job                    
2026-02-19 15:36:17 (0a84a05b-8325-4263-b666-96fc43b76eea): BOTORCH_MODULAR, best RESULT: -6203310.06796464, new result: RESULT: -31329269.072973
2026-02-19 15:36:19 (0a84a05b-8325-4263-b666-96fc43b76eea): BOTORCH_MODULAR, best RESULT: -31329269.0729731, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.124 │    1 │        0.124 │
│       2 │   0.072 │    1 │        0.072 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.098 │      │              │
│  Median │   0.098 │      │              │
│   Total │   0.196 │      │              │
│     Max │   0.124 │      │              │
│     Min │   0.072 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.025 │    1 │        0.025 │
│         2 │   0.486 │    1 │        0.486 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.255 │      │              │
│    Median │   0.255 │      │              │
│     Total │   0.511 │      │              │
│       Max │   0.486 │      │              │
│       Min │   0.025 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1771515355,765.734375,28.2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-31329269.073	-6203310.068	-18766289.5705	12562979.5025	2
x	-941.7572	211.6829	-365.0371	576.72	2
y	-983.625	220.006	-381.8095	601.8155	2
z	-655.5214	659.5485	2.0136	657.535	2
a	-903.1525	324.9799	-289.0863	614.0662	2

submitit INFO (2026-02-19 15:35:57,854) - Starting with JobEnvironment(job_id=144472, hostname=runnervm58klu, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-02-19 15:35:57,854) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/144472/144472_submitted.pkl
Trial-Index: 0

Parameters: {"x": 211.68291568756104, "y": 220.00598907470703, "z": 659.5485210418701, "a": 324.97990131378174}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=211.68291568756103515625 --y=220.00598907470703125 --z=659.5485210418701171875 --a=324.97990131378173828125 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1771512382.5441077
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1771514698.096037
Last modification: 1771512382.5441077
Hostname: runnervm58klu
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=211.68291568756103515625 --y=220.00598907470703125 --z=659.5485210418701171875 --a=324.97990131378173828125 
stdout:
 x: 211.68291568756103515625
y: 220.00598907470703125
z: 659.5485210418701171875
a: 324.97990131378173828125
RESULT: -6203310.06796464

stderr was empty
Result: {'RESULT': -6203310.06796464}
Final-results: {'RESULT': -6203310.06796464}
EXIT_CODE: 0
submitit INFO (2026-02-19 15:36:05,534) - Job completed successfully
submitit INFO (2026-02-19 15:36:05,534) - Exiting after successful completion