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
910.1972710341215	962.365185841918	-878.4956447780132	-671.2205950170755	-29739198.947206

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

2026-05-01 21:14:11 (4a171186-0b4f-4936-a848-e93e21bac7ca): BOTORCH_MODULAR, best RESULT: -29739198.947206, finishing jobs, finished 1 job

Git-Version

Commit: e0ce67c40fab0e66e193d54627cc03525d5ba39d (9288-1-ge0ce67c40)

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
0,1777670028,2,4a171186-0b4f-4936-a848-e93e21bac7ca,1777670030,1777670036,6,.tests/optimization_example_all_float  --x=-704.40715551376342773438 --y=-725.64372420310974121094 --z=601.6852855682373046875 --a=103.701114654541015625,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-14023616.394720099866390228271484375,-704.407155513763427734375,-725.6437242031097412109375,601.6852855682373046875,103.701114654541015625
1,1777670040,2,4a171186-0b4f-4936-a848-e93e21bac7ca,1777670042,1777670048,6,.tests/optimization_example_all_float  --x=910.1972710341215133667 --y=962.36518584191799163818 --z=-878.49564477801322937012 --a=-671.22059501707553863525,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-29739198.9472060017287731170654296875,910.19727103412151336669921875,962.36518584191799163818359375,-878.4956447780132293701171875,-671.22059501707553863525390625


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

Current git-hash: e0ce67c40fab0e66e193d54627cc03525d5ba39d (last fully tested stable version 1 commit ago [b50b0047e00bec42f485a7cfa2dd30407325ab3c, 9288])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-01 21:13:45] 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: 0a0103a2-8242-43e5-85a4-1a757c1fdf82
 ____  _      _      _  ____  ____ _____ ____ 
/  _ \/ \__/|/ \  /|/ \/  _ \/  __Y__ __Y_   \
| / \|| |\/||| |\ ||| || / \||  \/| / \  /   /
| \_/|| |  ||| | \||| || \_/||  __/ | | /   /_
\____/\_/  \|\_/  \|\_/\____/\_/    \_/ \____/
                                              

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=76 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           ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 910.1972710341215 │ 962.365185841918 │ -878.4956447780132 │ -671.2205950170755 │ -29739198.947206 │
└───────────────────┴──────────────────┴────────────────────┴────────────────────┴──────────────────┘
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 │   0.024 │    1 │        0.024 │
│         2 │   0.474 │    1 │        0.474 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.249 │      │              │
│    Median │   0.249 │      │              │
│     Total │   0.498 │      │              │
│       Max │   0.474 │      │              │
│       Min │   0.024 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.123 │    1 │        0.123 │
│       2 │   0.079 │    1 │        0.079 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.101 │      │              │
│  Median │   0.101 │      │              │
│   Total │   0.202 │      │              │
│     Max │   0.123 │      │              │
│     Min │   0.079 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-05-01 21:13:48 (4a171186-0b4f-4936-a848-e93e21bac7ca): SOBOL, Started OmniOpt2 run...
2026-05-01 21:13:48 (4a171186-0b4f-4936-a848-e93e21bac7ca): SOBOL, getting new HP set (no sbatch)
2026-05-01 21:13:48 (4a171186-0b4f-4936-a848-e93e21bac7ca): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-01 21:13:48 (4a171186-0b4f-4936-a848-e93e21bac7ca): SOBOL, eval #1/1 start                    
2026-05-01 21:13:48 (4a171186-0b4f-4936-a848-e93e21bac7ca): SOBOL, starting new job                   
2026-05-01 21:13:48 (4a171186-0b4f-4936-a848-e93e21bac7ca): SOBOL, started new job                    
2026-05-01 21:13:57 (4a171186-0b4f-4936-a848-e93e21bac7ca): SOBOL, new result: RESULT: -14023616.394720
2026-05-01 21:13:59 (4a171186-0b4f-4936-a848-e93e21bac7ca): SOBOL, best RESULT: -14023616.3947201, finishing jobs, finished 1 job
2026-05-01 21:14:00 (4a171186-0b4f-4936-a848-e93e21bac7ca): BOTORCH_MODULAR, best RESULT: -14023616.3947201, getting new HP set (no sbatch)
2026-05-01 21:14:00 (4a171186-0b4f-4936-a848-e93e21bac7ca): BOTORCH_MODULAR, best RESULT: -14023616.3947201, requested 1 jobs, got 1, 0.47 s/job
2026-05-01 21:14:00 (4a171186-0b4f-4936-a848-e93e21bac7ca): BOTORCH_MODULAR, best RESULT: -14023616.3947201, eval #1/1 start                    
2026-05-01 21:14:00 (4a171186-0b4f-4936-a848-e93e21bac7ca): BOTORCH_MODULAR, best RESULT: -14023616.3947201, starting new job                   
2026-05-01 21:14:00 (4a171186-0b4f-4936-a848-e93e21bac7ca): BOTORCH_MODULAR, best RESULT: -14023616.3947201, started new job                    
2026-05-01 21:14:09 (4a171186-0b4f-4936-a848-e93e21bac7ca): BOTORCH_MODULAR, best RESULT: -14023616.3947201, new result: RESULT: -29739198.947206
2026-05-01 21:14:11 (4a171186-0b4f-4936-a848-e93e21bac7ca): BOTORCH_MODULAR, best RESULT: -29739198.947206, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.123 │    1 │        0.123 │
│       2 │   0.079 │    1 │        0.079 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.101 │      │              │
│  Median │   0.101 │      │              │
│   Total │   0.202 │      │              │
│     Max │   0.123 │      │              │
│     Min │   0.079 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.024 │    1 │        0.024 │
│         2 │   0.474 │    1 │        0.474 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.249 │      │              │
│    Median │   0.249 │      │              │
│     Total │   0.498 │      │              │
│       Max │   0.474 │      │              │
│       Min │   0.024 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1777670025,741.0390625,28.3

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-29739198.9472	-14023616.3947	-21881407.671	7857791.2762	2
x	-704.4072	910.1973	102.8951	807.3022	2
y	-725.6437	962.3652	118.3607	844.0045	2
z	-878.4956	601.6853	-138.4052	740.0905	2
a	-671.2206	103.7011	-283.7597	387.4609	2

submitit INFO (2026-05-01 21:13:49,124) - Starting with JobEnvironment(job_id=144199, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-01 21:13:49,124) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/144199/144199_submitted.pkl
Trial-Index: 0

Parameters: {"x": -704.4071555137634, "y": -725.6437242031097, "z": 601.6852855682373, "a": 103.70111465454102}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-704.40715551376342773438 --y=-725.64372420310974121094 --z=601.6852855682373046875 --a=103.701114654541015625 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1777666908.026286
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1777669340.891532
Last modification: 1777666908.026286
Hostname: runnervmrc6n4
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-704.40715551376342773438 --y=-725.64372420310974121094 --z=601.6852855682373046875 --a=103.701114654541015625 
stdout:
 x: -704.40715551376342773438
y: -725.64372420310974121094
z: 601.6852855682373046875
a: 103.701114654541015625
RESULT: -14023616.3947201

stderr was empty
Result: {'RESULT': -14023616.3947201}
Final-results: {'RESULT': -14023616.3947201}
EXIT_CODE: 0
submitit INFO (2026-05-01 21:13:56,727) - Job completed successfully
submitit INFO (2026-05-01 21:13:56,728) - Exiting after successful completion