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
935.0998364388943	-879.0196236222982	950.1995053142309	840.128630399704	-32372077.6461255

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

2026-04-19 05:51:30 (af6a767b-ab8e-4691-84f2-1a87a6249f52): BOTORCH_MODULAR, best RESULT: -32372077.6461255, finishing jobs, finished 1 job

Git-Version

Commit: 3669a7dd9138090647baf283e6316589853bd460 (9282)

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
0,1776577871,2,af6a767b-ab8e-4691-84f2-1a87a6249f52,1776577873,1776577879,6,.tests/optimization_example_all_float  --x=-324.1717815399169921875 --y=749.32467937469482421875 --z=-148.66173267364501953125 --a=-90.16615152359008789062,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-6958369.921388699673116207122802734375,-324.1717815399169921875,749.32467937469482421875,-148.66173267364501953125,-90.166151523590087890625
1,1776577881,2,af6a767b-ab8e-4691-84f2-1a87a6249f52,1776577883,1776577889,6,.tests/optimization_example_all_float  --x=935.09983643889427185059 --y=-879.01962362229824066162 --z=950.19950531423091888428 --a=840.12863039970397949219,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-32372077.6461254991590976715087890625,935.0998364388942718505859375,-879.01962362229824066162109375,950.19950531423091888427734375,840.1286303997039794921875


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

Current git-hash: 3669a7dd9138090647baf283e6316589853bd460 (version: 9282)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 04-19 05:51:09] 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: c5877bbc-9008-4d7f-a80b-81d17176154c
  _________________________________________________
 /                                                 \
| OmniOpt2 - Dancing on the edge of chaos – welcome |
|  to the tuning dimension.                         |
 \                                                 /
  =================================================
                                                         \
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                                                             /- _  `-/  '
                                                            (/\/ \ \   /\
                                                            / /   | `    \
                                                            O O   ) /    |
                                                            `-^--'`<     '
                                                           (_.)  _  )   /
                                                            `.___/`    /
                                                              `-----' /
                                                 <----.     __ / __   \
                                                 <----|====O)))==) \) /====
                                                 <----'    `--' `.__,' \
                                                              |        |
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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=59 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 935.0998364388943 │ -879.0196236222982 │ 950.1995053142309 │ 840.128630399704 │ -32372077.6461255 │
└───────────────────┴────────────────────┴───────────────────┴──────────────────┴───────────────────┘
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 │   0.418 │    1 │        0.418 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.221 │      │              │
│    Median │   0.221 │      │              │
│     Total │   0.441 │      │              │
│       Max │   0.418 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.104 │    1 │        0.104 │
│       2 │   0.063 │    1 │        0.063 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.084 │      │              │
│  Median │   0.084 │      │              │
│   Total │   0.167 │      │              │
│     Max │   0.104 │      │              │
│     Min │   0.063 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-04-19 05:51:11 (af6a767b-ab8e-4691-84f2-1a87a6249f52): SOBOL, Started OmniOpt2 run...
2026-04-19 05:51:11 (af6a767b-ab8e-4691-84f2-1a87a6249f52): SOBOL, getting new HP set (no sbatch)
2026-04-19 05:51:11 (af6a767b-ab8e-4691-84f2-1a87a6249f52): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-04-19 05:51:11 (af6a767b-ab8e-4691-84f2-1a87a6249f52): SOBOL, eval #1/1 start                    
2026-04-19 05:51:11 (af6a767b-ab8e-4691-84f2-1a87a6249f52): SOBOL, starting new job                   
2026-04-19 05:51:12 (af6a767b-ab8e-4691-84f2-1a87a6249f52): SOBOL, started new job                    
2026-04-19 05:51:20 (af6a767b-ab8e-4691-84f2-1a87a6249f52): SOBOL, new result: RESULT: -6958369.921389
2026-04-19 05:51:21 (af6a767b-ab8e-4691-84f2-1a87a6249f52): SOBOL, best RESULT: -6958369.9213887, finishing jobs, finished 1 job
2026-04-19 05:51:21 (af6a767b-ab8e-4691-84f2-1a87a6249f52): BOTORCH_MODULAR, best RESULT: -6958369.9213887, getting new HP set (no sbatch)
2026-04-19 05:51:21 (af6a767b-ab8e-4691-84f2-1a87a6249f52): BOTORCH_MODULAR, best RESULT: -6958369.9213887, requested 1 jobs, got 1, 0.42 s/job
2026-04-19 05:51:21 (af6a767b-ab8e-4691-84f2-1a87a6249f52): BOTORCH_MODULAR, best RESULT: -6958369.9213887, eval #1/1 start                    
2026-04-19 05:51:21 (af6a767b-ab8e-4691-84f2-1a87a6249f52): BOTORCH_MODULAR, best RESULT: -6958369.9213887, starting new job                   
2026-04-19 05:51:21 (af6a767b-ab8e-4691-84f2-1a87a6249f52): BOTORCH_MODULAR, best RESULT: -6958369.9213887, started new job                    
2026-04-19 05:51:29 (af6a767b-ab8e-4691-84f2-1a87a6249f52): BOTORCH_MODULAR, best RESULT: -6958369.9213887, new result: RESULT: -32372077.646125
2026-04-19 05:51:30 (af6a767b-ab8e-4691-84f2-1a87a6249f52): BOTORCH_MODULAR, best RESULT: -32372077.6461255, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.104 │    1 │        0.104 │
│       2 │   0.063 │    1 │        0.063 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.084 │      │              │
│  Median │   0.084 │      │              │
│   Total │   0.167 │      │              │
│     Max │   0.104 │      │              │
│     Min │   0.063 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.418 │    1 │        0.418 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.221 │      │              │
│    Median │   0.221 │      │              │
│     Total │   0.441 │      │              │
│       Max │   0.418 │      │              │
│       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
1776577870,741.1484375,28.3

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-32372077.6461	-6958369.9214	-19665223.7838	12706853.8624	2
x	-324.1718	935.0998	305.464	629.6358	2
y	-879.0196	749.3247	-64.8475	814.1722	2
z	-148.6617	950.1995	400.7689	549.4306	2
a	-90.1662	840.1286	374.9812	465.1474	2

submitit INFO (2026-04-19 05:51:12,243) - Starting with JobEnvironment(job_id=121767, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-04-19 05:51:12,243) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/121767/121767_submitted.pkl
Trial-Index: 0

Parameters: {"x": -324.171781539917, "y": 749.3246793746948, "z": -148.66173267364502, "a": -90.16615152359009}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-324.1717815399169921875 --y=749.32467937469482421875 --z=-148.66173267364501953125 --a=-90.16615152359008789062 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1776575826.8437634
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1776577873.5417929
Last modification: 1776575826.8437634
Hostname: runnervmrc6n4
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-324.1717815399169921875 --y=749.32467937469482421875 --z=-148.66173267364501953125 --a=-90.16615152359008789062 
stdout:
 x: -324.1717815399169921875
y: 749.32467937469482421875
z: -148.66173267364501953125
a: -90.16615152359008789062
RESULT: -6958369.9213887

stderr was empty
Result: {'RESULT': -6958369.9213887}
Final-results: {'RESULT': -6958369.9213887}
EXIT_CODE: 0
submitit INFO (2026-04-19 05:51:19,560) - Job completed successfully
submitit INFO (2026-04-19 05:51:19,560) - Exiting after successful completion