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
-938.8549569994211	939.405957236886	926.5406988561153	-705.1243502646685	-31179497.7238613

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

2025-11-04 14:49:52 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): BOTORCH_MODULAR, best RESULT: -31179497.7238613, finishing jobs, finished 1 job

Git-Version

Commit: 0405e30583155175300351b04ffe6598148a663e (9056-3-g0405e3058)

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
0,1762267769,2,c273f5a4-7eb3-4422-8270-1c2f209c33e0,1762267771,1762267777,6,.tests/optimization_example_all_float  --x=289.032459259033203125 --y=-715.02694487571716308594 --z=-539.98520970344543457031 --a=455.56032657623291015625,0,,runnervmf2e7y,0_0,COMPLETED,SOBOL,-10988071.475001700222492218017578125,289.032459259033203125,-715.0269448757171630859375,-539.9852097034454345703125,455.56032657623291015625
1,1762267781,1,c273f5a4-7eb3-4422-8270-1c2f209c33e0,1762267782,1762267788,6,.tests/optimization_example_all_float  --x=-938.85495699942111968994 --y=939.4059572368860244751 --z=926.54069885611534118652 --a=-705.12435026466846466064,0,,runnervmf2e7y,1_0,COMPLETED,BOTORCH_MODULAR,-31179497.723861299455165863037109375,-938.85495699942111968994140625,939.40595723688602447509765625,926.5406988561153411865234375,-705.12435026466846466064453125


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

Current git-hash: 0405e30583155175300351b04ffe6598148a663e (last fully tested stable version 3 commits ago [4234251da23ca4c1533f0765399f244bdc2000bc, 9056])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 14:49:25] 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: 14582093-3ef3-4329-a965-0e3f453f7b1a
  _________________________________________________
 /                                                 \
| OmniOpt2 - Channeling my inner Gandalf: ‘You shal |
| l not pass... without fine-tuning!’               |
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  =================================================
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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=113 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -938.8549569994211 │ 939.405957236886 │ 926.5406988561153 │ -705.1243502646685 │ -31179497.7238613 │
└────────────────────┴──────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │   0.015 │    1 │        0.015 │
│         2 │   0.417 │    1 │        0.417 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.216 │      │              │
│    Median │   0.216 │      │              │
│     Total │   0.432 │      │              │
│       Max │   0.417 │      │              │
│       Min │   0.015 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.243 │    1 │        0.243 │
│       2 │   0.081 │    1 │        0.081 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.162 │      │              │
│  Median │   0.162 │      │              │
│   Total │   0.325 │      │              │
│     Max │   0.243 │      │              │
│     Min │   0.081 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-04 14:49:29 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): SOBOL, Started OmniOpt2 run...
2025-11-04 14:49:29 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): SOBOL, getting new HP set (no sbatch)
2025-11-04 14:49:29 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-11-04 14:49:29 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): SOBOL, eval #1/1 start                    
2025-11-04 14:49:29 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): SOBOL, starting new job                   
2025-11-04 14:49:29 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): SOBOL, started new job                    
2025-11-04 14:49:38 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): SOBOL, new result: RESULT: -10988071.475002
2025-11-04 14:49:40 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): SOBOL, best RESULT: -10988071.4750017, finishing jobs, finished 1 job
2025-11-04 14:49:41 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): BOTORCH_MODULAR, best RESULT: -10988071.4750017, getting new HP set (no sbatch)
2025-11-04 14:49:41 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): BOTORCH_MODULAR, best RESULT: -10988071.4750017, requested 1 jobs, got 1, 0.42 s/job
2025-11-04 14:49:41 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): BOTORCH_MODULAR, best RESULT: -10988071.4750017, eval #1/1 start                    
2025-11-04 14:49:41 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): BOTORCH_MODULAR, best RESULT: -10988071.4750017, starting new job                   
2025-11-04 14:49:41 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): BOTORCH_MODULAR, best RESULT: -10988071.4750017, started new job                    
2025-11-04 14:49:50 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): BOTORCH_MODULAR, best RESULT: -10988071.4750017, new result: RESULT: -31179497.723861
2025-11-04 14:49:52 (c273f5a4-7eb3-4422-8270-1c2f209c33e0): BOTORCH_MODULAR, best RESULT: -31179497.7238613, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.243 │    1 │        0.243 │
│       2 │   0.081 │    1 │        0.081 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.162 │      │              │
│  Median │   0.162 │      │              │
│   Total │   0.325 │      │              │
│     Max │   0.243 │      │              │
│     Min │   0.081 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.015 │    1 │        0.015 │
│         2 │   0.417 │    1 │        0.417 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.216 │      │              │
│    Median │   0.216 │      │              │
│     Total │   0.432 │      │              │
│       Max │   0.417 │      │              │
│       Min │   0.015 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762267766,775.97265625,27

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-31179497.7239	-10988071.475	-21083784.5994	10095713.1244	2
x	-938.855	289.0325	-324.9112	613.9437	2
y	-715.0269	939.406	112.1895	827.2165	2
z	-539.9852	926.5407	193.2777	733.263	2
a	-705.1244	455.5603	-124.782	580.3423	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 (2025-11-04 14:49:30,095) - Starting with JobEnvironment(job_id=162475, hostname=runnervmf2e7y, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 14:49:30,095) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/162475/162475_submitted.pkl
Trial-Index: 0

Parameters: {"x": 289.0324592590332, "y": -715.0269448757172, "z": -539.9852097034454, "a": 455.5603265762329}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=289.032459259033203125 --y=-715.02694487571716308594 --z=-539.98520970344543457031 --a=455.56032657623291015625 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1762264789.0588248
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762267020.1298587
Last modification: 1762264789.0588248
Hostname: runnervmf2e7y
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=289.032459259033203125 --y=-715.02694487571716308594 --z=-539.98520970344543457031 --a=455.56032657623291015625 
stdout:
 x: 289.032459259033203125
y: -715.02694487571716308594
z: -539.98520970344543457031
a: 455.56032657623291015625
RESULT: -10988071.4750017

stderr was empty
Result: {'RESULT': -10988071.4750017}
Final-results: {'RESULT': -10988071.4750017}
EXIT_CODE: 0
submitit INFO (2025-11-04 14:49:37,583) - Job completed successfully
submitit INFO (2025-11-04 14:49:37,583) - Exiting after successful completion