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
-777.8602577745914	-754.5252609997988	871.6142680495977	983.6616031825542	-28989691.1973181

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

2026-05-09 10:42:35 (7df43840-a8eb-4081-88f8-e4d94957b6c9): BOTORCH_MODULAR, best RESULT: -28989691.1973181, finishing jobs, finished 1 job

Git-Version

Commit: cd62f18b5a7084cd1b34cc9972b8b3a2643139be (9298-1-gcd62f18b5)

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
0,1778323333,2,7df43840-a8eb-4081-88f8-e4d94957b6c9,1778323335,1778323341,6,.tests/optimization_example_all_float  --x=248.56984615325927734375 --y=111.78648471832275390625 --z=-321.80416584014892578125 --a=-957.19384402036666870117,0,,runnervmeorf1,0_0,COMPLETED,SOBOL,-11024032.77637510001659393310546875,248.56984615325927734375,111.78648471832275390625,-321.80416584014892578125,-957.193844020366668701171875
1,1778323344,2,7df43840-a8eb-4081-88f8-e4d94957b6c9,1778323346,1778323352,6,.tests/optimization_example_all_float  --x=-777.86025777459144592285 --y=-754.52526099979877471924 --z=871.61426804959774017334 --a=983.66160318255424499512,0,,runnervmeorf1,1_0,COMPLETED,BOTORCH_MODULAR,-28989691.197318099439144134521484375,-777.8602577745914459228515625,-754.52526099979877471923828125,871.61426804959774017333984375,983.6616031825542449951171875


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

Current git-hash: cd62f18b5a7084cd1b34cc9972b8b3a2643139be (last fully tested stable version 1 commit ago [f2198bbca0ddfa2c54bbdce11bcb585e9153edd1, 9298])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 10:42:09] ax.storage.sqa_store.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: 4c650480-2f8b-4423-81bc-4283356511d8
  _________________________________________________
 /                                                 \
| OmniOpt2 - Optimizing like a koala climbing a tre |
| e—slowly but surely reaching the perfect spot.    |
 \                                                 /
  =================================================
                                                 \
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                                                   \
                                                    \
                                                              ,.
                                                             (_|,.
                                                             ,' /, )_______   _
                                                         __j o``-'        `.'-)'
                                                         (")                 \'
                                                         `-j                |
                                                           `-._(           /
                                                              |_\  |--^.  /
                                                             /_]'|_| /_)_/
                                                                 /_]'  /_]'
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=2 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -777.8602577745914 │ -754.5252609997988 │ 871.6142680495977 │ 983.6616031825542 │ -28989691.1973181 │
└────────────────────┴────────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │   0.039 │    1 │        0.039 │
│         2 │   0.373 │    1 │        0.373 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.206 │      │              │
│    Median │   0.206 │      │              │
│     Total │   0.412 │      │              │
│       Max │   0.373 │      │              │
│       Min │   0.039 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.256 │    1 │        0.256 │
│       2 │   0.082 │    1 │        0.082 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.169 │      │              │
│  Median │   0.169 │      │              │
│   Total │   0.338 │      │              │
│     Max │   0.256 │      │              │
│     Min │   0.082 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-05-09 10:42:13 (7df43840-a8eb-4081-88f8-e4d94957b6c9): SOBOL, Started OmniOpt2 run...
2026-05-09 10:42:13 (7df43840-a8eb-4081-88f8-e4d94957b6c9): SOBOL, getting new HP set (no sbatch)
2026-05-09 10:42:13 (7df43840-a8eb-4081-88f8-e4d94957b6c9): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-05-09 10:42:13 (7df43840-a8eb-4081-88f8-e4d94957b6c9): SOBOL, eval #1/1 start                    
2026-05-09 10:42:13 (7df43840-a8eb-4081-88f8-e4d94957b6c9): SOBOL, starting new job                   
2026-05-09 10:42:13 (7df43840-a8eb-4081-88f8-e4d94957b6c9): SOBOL, started new job                    
2026-05-09 10:42:22 (7df43840-a8eb-4081-88f8-e4d94957b6c9): SOBOL, new result: RESULT: -11024032.776375
2026-05-09 10:42:24 (7df43840-a8eb-4081-88f8-e4d94957b6c9): SOBOL, best RESULT: -11024032.7763751, finishing jobs, finished 1 job
2026-05-09 10:42:24 (7df43840-a8eb-4081-88f8-e4d94957b6c9): BOTORCH_MODULAR, best RESULT: -11024032.7763751, getting new HP set (no sbatch)
2026-05-09 10:42:24 (7df43840-a8eb-4081-88f8-e4d94957b6c9): BOTORCH_MODULAR, best RESULT: -11024032.7763751, requested 1 jobs, got 1, 0.37 s/job
2026-05-09 10:42:24 (7df43840-a8eb-4081-88f8-e4d94957b6c9): BOTORCH_MODULAR, best RESULT: -11024032.7763751, eval #1/1 start                    
2026-05-09 10:42:24 (7df43840-a8eb-4081-88f8-e4d94957b6c9): BOTORCH_MODULAR, best RESULT: -11024032.7763751, starting new job                   
2026-05-09 10:42:24 (7df43840-a8eb-4081-88f8-e4d94957b6c9): BOTORCH_MODULAR, best RESULT: -11024032.7763751, started new job                    
2026-05-09 10:42:33 (7df43840-a8eb-4081-88f8-e4d94957b6c9): BOTORCH_MODULAR, best RESULT: -11024032.7763751, new result: RESULT: -28989691.197318
2026-05-09 10:42:35 (7df43840-a8eb-4081-88f8-e4d94957b6c9): BOTORCH_MODULAR, best RESULT: -28989691.1973181, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.256 │    1 │        0.256 │
│       2 │   0.082 │    1 │        0.082 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.169 │      │              │
│  Median │   0.169 │      │              │
│   Total │   0.338 │      │              │
│     Max │   0.256 │      │              │
│     Min │   0.082 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.039 │    1 │        0.039 │
│         2 │   0.373 │    1 │        0.373 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.206 │      │              │
│    Median │   0.206 │      │              │
│     Total │   0.412 │      │              │
│       Max │   0.373 │      │              │
│       Min │   0.039 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1778323331,771.625,26.9

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-28989691.1973	-11024032.7764	-20006861.9868	8982829.2105	2
x	-777.8603	248.5698	-264.6452	513.2151	2
y	-754.5253	111.7865	-321.3694	433.1559	2
z	-321.8042	871.6143	274.9051	596.7092	2
a	-957.1938	983.6616	13.2339	970.4277	2

submitit INFO (2026-05-09 10:42:14,064) - Starting with JobEnvironment(job_id=118720, hostname=runnervmeorf1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-09 10:42:14,064) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/118720/118720_submitted.pkl
Trial-Index: 0

Parameters: {"x": 248.56984615325928, "y": 111.78648471832275, "z": -321.8041658401489, "a": -957.1938440203667}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=248.56984615325927734375 --y=111.78648471832275390625 --z=-321.80416584014892578125 --a=-957.19384402036666870117 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1778320861.3465312
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778323335.535651
Last modification: 1778320861.3465312
Hostname: runnervmeorf1
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=248.56984615325927734375 --y=111.78648471832275390625 --z=-321.80416584014892578125 --a=-957.19384402036666870117 
stdout:
 x: 248.56984615325927734375
y: 111.78648471832275390625
z: -321.80416584014892578125
a: -957.19384402036666870117
RESULT: -11024032.7763751

stderr was empty
Result: {'RESULT': -11024032.7763751}
Final-results: {'RESULT': -11024032.7763751}
EXIT_CODE: 0
submitit INFO (2026-05-09 10:42:21,550) - Job completed successfully
submitit INFO (2026-05-09 10:42:21,551) - Exiting after successful completion