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
-876.392662525177	-866.7500652372837	-812.1135830879211	839.5895976573229	-29011800.0320654

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

2026-01-04 11:57:52 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): BOTORCH_MODULAR, best RESULT: -29011800.0320654, finishing jobs, finished 1 job

Git-Version

Commit: 9ab1db60a7865c1670e9a50309a47be995a87dac (9213-9-g9ab1db60a)

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
0,1767527850,2,6378bcd6-5455-4a67-b40f-a8e7c8c9df2b,1767527852,1767527858,6,.tests/optimization_example_all_float  --x=249.2458820343017578125 --y=360.846996307373046875 --z=49.4282245635986328125 --a=-489.87525701522827148438,0,,runnervmdwttx,0_0,COMPLETED,SOBOL,-4329877.751174840144813060760498046875,249.2458820343017578125,360.846996307373046875,49.4282245635986328125,-489.875257015228271484375
1,1767527861,2,6378bcd6-5455-4a67-b40f-a8e7c8c9df2b,1767527863,1767527869,6,.tests/optimization_example_all_float  --x=-876.39266252517700195312 --y=-866.75006523728370666504 --z=-812.11358308792114257812 --a=839.58959765732288360596,0,,runnervmdwttx,1_0,COMPLETED,BOTORCH_MODULAR,-29011800.032065398991107940673828125,-876.392662525177001953125,-866.7500652372837066650390625,-812.113583087921142578125,839.58959765732288360595703125


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

Current git-hash: 9ab1db60a7865c1670e9a50309a47be995a87dac (last fully tested stable version 9 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 11:57:27] 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: d4651def-ab66-4fd7-94cf-2140fd941fb1
 _____                           _____           __       ___     
/\  __`\                      __/\  __`\        /\ \__  /'___`\   
\ \ \/\ \    ___ ___     ___ /\_\ \ \/\ \  _____\ \ ,_\/\_\ /\ \  
 \ \ \ \ \ /' __` __`\ /' _ `\/\ \ \ \ \ \/\ '__`\ \ \/\/_/// /__ 
  \ \ \_\ \/\ \/\ \/\ \/\ \/\ \ \ \ \ \_\ \ \ \L\ \ \ \_  // /_\ \
   \ \_____\ \_\ \_\ \_\ \_\ \_\ \_\ \_____\ \ ,__/\ \__\/\______/
    \/_____/\/_/\/_/\/_/\/_/\/_/\/_/\/_____/\ \ \/  \/__/\/_____/ 
                                             \ \_\                
                                              \/_/                

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=546 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -876.392662525177 │ -866.7500652372837 │ -812.1135830879211 │ 839.5895976573229 │ -29011800.0320654 │
└───────────────────┴────────────────────┴────────────────────┴───────────────────┴───────────────────┘
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 │   0.283 │    1 │        0.283 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.153 │      │              │
│    Median │   0.153 │      │              │
│     Total │   0.306 │      │              │
│       Max │   0.283 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.104 │    1 │        0.104 │
│       2 │   0.067 │    1 │        0.067 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.085 │      │              │
│  Median │   0.085 │      │              │
│   Total │   0.171 │      │              │
│     Max │   0.104 │      │              │
│     Min │   0.067 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-01-04 11:57:30 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): SOBOL, Started OmniOpt2 run...
2026-01-04 11:57:30 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): SOBOL, getting new HP set (no sbatch)
2026-01-04 11:57:30 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-01-04 11:57:30 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): SOBOL, eval #1/1 start                    
2026-01-04 11:57:30 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): SOBOL, starting new job                   
2026-01-04 11:57:31 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): SOBOL, started new job                    
2026-01-04 11:57:40 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): SOBOL, new result: RESULT: -4329877.751175
2026-01-04 11:57:41 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): SOBOL, best RESULT: -4329877.75117484, finishing jobs, finished 1 job
2026-01-04 11:57:41 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): BOTORCH_MODULAR, best RESULT: -4329877.75117484, getting new HP set (no sbatch)
2026-01-04 11:57:41 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): BOTORCH_MODULAR, best RESULT: -4329877.75117484, requested 1 jobs, got 1, 0.28 s/job
2026-01-04 11:57:41 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): BOTORCH_MODULAR, best RESULT: -4329877.75117484, eval #1/1 start                    
2026-01-04 11:57:41 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): BOTORCH_MODULAR, best RESULT: -4329877.75117484, starting new job                   
2026-01-04 11:57:41 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): BOTORCH_MODULAR, best RESULT: -4329877.75117484, started new job                    
2026-01-04 11:57:50 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): BOTORCH_MODULAR, best RESULT: -4329877.75117484, new result: RESULT: -29011800.032065
2026-01-04 11:57:52 (6378bcd6-5455-4a67-b40f-a8e7c8c9df2b): BOTORCH_MODULAR, best RESULT: -29011800.0320654, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.104 │    1 │        0.104 │
│       2 │   0.067 │    1 │        0.067 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.085 │      │              │
│  Median │   0.085 │      │              │
│   Total │   0.171 │      │              │
│     Max │   0.104 │      │              │
│     Min │   0.067 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.283 │    1 │        0.283 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.153 │      │              │
│    Median │   0.153 │      │              │
│     Total │   0.306 │      │              │
│       Max │   0.283 │      │              │
│       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
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
1767527848,756.6328125,28.7

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-29011800.0321	-4329877.7512	-16670838.8916	12340961.1404	2
x	-876.3927	249.2459	-313.5734	562.8193	2
y	-866.7501	360.847	-252.9515	613.7985	2
z	-812.1136	49.4282	-381.3427	430.7709	2
a	-489.8753	839.5896	174.8572	664.7324	2

submitit INFO (2026-01-04 11:57:31,267) - Starting with JobEnvironment(job_id=119805, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-01-04 11:57:31,267) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/119805/119805_submitted.pkl
Trial-Index: 0

Parameters: {"x": 249.24588203430176, "y": 360.84699630737305, "z": 49.42822456359863, "a": -489.87525701522827}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=249.2458820343017578125 --y=360.846996307373046875 --z=49.4282245635986328125 --a=-489.87525701522827148438 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1767525596.3378596
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1767527852.7603064
Last modification: 1767525596.3378596
Hostname: runnervmdwttx
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=249.2458820343017578125 --y=360.846996307373046875 --z=49.4282245635986328125 --a=-489.87525701522827148438 
stdout:
 x: 249.2458820343017578125
y: 360.846996307373046875
z: 49.4282245635986328125
a: -489.87525701522827148438
RESULT: -4329877.75117484

stderr was empty
Result: {'RESULT': -4329877.75117484}
Final-results: {'RESULT': -4329877.75117484}
EXIT_CODE: 0
submitit INFO (2026-01-04 11:57:38,783) - Job completed successfully
submitit INFO (2026-01-04 11:57:38,784) - Exiting after successful completion