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
617.6042426377535	914.0750803053379	704.6300731599331	997.7175835520029	-26786315.6692147

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

2025-11-20 13:17:02 (65fbfaee-9b37-43c4-acb7-40f1519118e5): BOTORCH_MODULAR, best RESULT: -26786315.6692147, finishing jobs, finished 1 job

Git-Version

Commit: 184950ddc2ff417bb4c0315dffdeac7715a7f11f (9083-2-g184950ddc)

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
0,1763644596,2,65fbfaee-9b37-43c4-acb7-40f1519118e5,1763644598,1763644604,6,.tests/optimization_example_all_float  --x=-372.80619144439697265625 --y=-280.88891506195068359375 --z=-491.843700408935546875 --a=-758.49252939224243164062,0,,runnervmg1sw1,0_0,COMPLETED,SOBOL,-10532149.76401109993457794189453125,-372.80619144439697265625,-280.88891506195068359375,-491.843700408935546875,-758.492529392242431640625
1,1763644609,2,65fbfaee-9b37-43c4-acb7-40f1519118e5,1763644611,1763644617,6,.tests/optimization_example_all_float  --x=617.6042426377534866333 --y=914.07508030533790588379 --z=704.63007315993309020996 --a=997.71758355200290679932,0,,runnervmg1sw1,1_0,COMPLETED,BOTORCH_MODULAR,-26786315.6692146994173526763916015625,617.60424263775348663330078125,914.0750803053379058837890625,704.6300731599330902099609375,997.71758355200290679931640625


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

Current git-hash: 184950ddc2ff417bb4c0315dffdeac7715a7f11f (last fully tested stable version 2 commits ago [91fbcf2592bafca205c776a3bb503b30557d1f5d, 9083])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 13:16:29] 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: e09d791d-60b1-448f-a78a-5f0499d4bd96
  _________________________________________________
 /                                                 \
| OmniOpt2 - Optimizing parameters with the flair o |
| f a magician pulling rabbits out of hats.         |
 \                                                 /
  =================================================
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                                                             /0  0  \\__  /    //  | \\ \\
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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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=214 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 617.6042426377535 │ 914.0750803053379 │ 704.6300731599331 │ 997.7175835520029 │ -26786315.6692147 │
└───────────────────┴───────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │   0.014 │    1 │        0.014 │
│         2 │   0.411 │    1 │        0.411 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.212 │      │              │
│    Median │   0.212 │      │              │
│     Total │   0.425 │      │              │
│       Max │   0.411 │      │              │
│       Min │   0.014 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.226 │    1 │        0.226 │
│       2 │   0.087 │    1 │        0.087 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.156 │      │              │
│  Median │   0.156 │      │              │
│   Total │   0.313 │      │              │
│     Max │   0.226 │      │              │
│     Min │   0.087 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-20 13:16:36 (65fbfaee-9b37-43c4-acb7-40f1519118e5): SOBOL, Started OmniOpt2 run...
2025-11-20 13:16:36 (65fbfaee-9b37-43c4-acb7-40f1519118e5): SOBOL, getting new HP set (no sbatch)
2025-11-20 13:16:36 (65fbfaee-9b37-43c4-acb7-40f1519118e5): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-20 13:16:36 (65fbfaee-9b37-43c4-acb7-40f1519118e5): SOBOL, eval #1/1 start                    
2025-11-20 13:16:36 (65fbfaee-9b37-43c4-acb7-40f1519118e5): SOBOL, starting new job                   
2025-11-20 13:16:36 (65fbfaee-9b37-43c4-acb7-40f1519118e5): SOBOL, started new job                    
2025-11-20 13:16:45 (65fbfaee-9b37-43c4-acb7-40f1519118e5): SOBOL, new result: RESULT: -10532149.764011
2025-11-20 13:16:49 (65fbfaee-9b37-43c4-acb7-40f1519118e5): SOBOL, best RESULT: -10532149.7640111, finishing jobs, finished 1 job
2025-11-20 13:16:49 (65fbfaee-9b37-43c4-acb7-40f1519118e5): BOTORCH_MODULAR, best RESULT: -10532149.7640111, getting new HP set (no sbatch)
2025-11-20 13:16:49 (65fbfaee-9b37-43c4-acb7-40f1519118e5): BOTORCH_MODULAR, best RESULT: -10532149.7640111, requested 1 jobs, got 1, 0.41 s/job
2025-11-20 13:16:49 (65fbfaee-9b37-43c4-acb7-40f1519118e5): BOTORCH_MODULAR, best RESULT: -10532149.7640111, eval #1/1 start                    
2025-11-20 13:16:49 (65fbfaee-9b37-43c4-acb7-40f1519118e5): BOTORCH_MODULAR, best RESULT: -10532149.7640111, starting new job                   
2025-11-20 13:16:49 (65fbfaee-9b37-43c4-acb7-40f1519118e5): BOTORCH_MODULAR, best RESULT: -10532149.7640111, started new job                    
2025-11-20 13:16:58 (65fbfaee-9b37-43c4-acb7-40f1519118e5): BOTORCH_MODULAR, best RESULT: -10532149.7640111, new result: RESULT: -26786315.669215
2025-11-20 13:17:02 (65fbfaee-9b37-43c4-acb7-40f1519118e5): BOTORCH_MODULAR, best RESULT: -26786315.6692147, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.226 │    1 │        0.226 │
│       2 │   0.087 │    1 │        0.087 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.156 │      │              │
│  Median │   0.156 │      │              │
│   Total │   0.313 │      │              │
│     Max │   0.226 │      │              │
│     Min │   0.087 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.014 │    1 │        0.014 │
│         2 │   0.411 │    1 │        0.411 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.212 │      │              │
│    Median │   0.212 │      │              │
│     Total │   0.425 │      │              │
│       Max │   0.411 │      │              │
│       Min │   0.014 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
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
1763644590,777.9140625,27.2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-26786315.6692	-10532149.764	-18659232.7166	8127082.9526	2
x	-372.8062	617.6042	122.399	495.2052	2
y	-280.8889	914.0751	316.5931	597.482	2
z	-491.8437	704.6301	106.3932	598.2369	2
a	-758.4925	997.7176	119.6125	878.1051	2

/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/submitit/core/plugins.py:24: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  import pkg_resources
submitit INFO (2025-11-20 13:16:36,805) - Starting with JobEnvironment(job_id=139893, hostname=runnervmg1sw1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-20 13:16:36,806) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/139893/139893_submitted.pkl
Trial-Index: 0

Parameters: {"x": -372.806191444397, "y": -280.8889150619507, "z": -491.84370040893555, "a": -758.4925293922424}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-372.80619144439697265625 --y=-280.88891506195068359375 --z=-491.843700408935546875 --a=-758.49252939224243164062 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1763642312.5420387
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1763644598.3563902
Last modification: 1763642312.5420387
Hostname: runnervmg1sw1
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-372.80619144439697265625 --y=-280.88891506195068359375 --z=-491.843700408935546875 --a=-758.49252939224243164062 
stdout:
 x: -372.80619144439697265625
y: -280.88891506195068359375
z: -491.843700408935546875
a: -758.49252939224243164062
RESULT: -10532149.7640111

stderr was empty
Result: {'RESULT': -10532149.7640111}
Final-results: {'RESULT': -10532149.7640111}
EXIT_CODE: 0
submitit INFO (2025-11-20 13:16:44,373) - Job completed successfully
submitit INFO (2025-11-20 13:16:44,373) - Exiting after successful completion