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
-940.8175610005856	902.7160797268152	692.8554587066174	852.8910093009472	-28946319.853914

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

2026-05-30 12:44:23 (3a64bed0-6fb0-4133-92fa-cc7661152d90): BOTORCH_MODULAR, best RESULT: -28946319.853914, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: 2c09badf8ff71f8f9eee5a24e4a2328f476e658c (9342-2-g2c09badf8)

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
0,1780145041,2,3a64bed0-6fb0-4133-92fa-cc7661152d90,1780145043,1780145049,6,.tests/optimization_example_all_float  --x=942.788600921630859375 --y=-234.66879129409790039062 --z=-326.76571607589721679688 --a=-282.31775760650634765625,0,,runnervm3jyl0,0_0,COMPLETED,SOBOL,-11287801.22545309923589229583740234375,942.788600921630859375,-234.668791294097900390625,-326.765716075897216796875,-282.31775760650634765625
1,1780145052,2,3a64bed0-6fb0-4133-92fa-cc7661152d90,1780145054,1780145060,6,.tests/optimization_example_all_float  --x=-940.81756100058555603027 --y=902.71607972681522369385 --z=692.85545870661735534668 --a=852.89100930094718933105,0,,runnervm3jyl0,1_0,COMPLETED,BOTORCH_MODULAR,-28946319.853914000093936920166015625,-940.8175610005855560302734375,902.71607972681522369384765625,692.8554587066173553466796875,852.8910093009471893310546875


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

Current git-hash: 2c09badf8ff71f8f9eee5a24e4a2328f476e658c (last fully tested stable version 2 commits ago [5c399eb6c53d4165f4e4c5d4191a2115cad88c0b, 9342])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-30 12:43:57] 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: 7e0932a5-4f53-41d2-be54-b2ced4e1011a
/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/plyer/platforms/linux/notification.py:103: UserWarning: The Python dbus package is not installed.
Try installing it with your distribution's package manager, it is usually called python-dbus or python3-dbus, but you might have to try dbus-python instead, e.g. when using pip.
  warnings.warn(msg)
/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/plyer/platforms/linux/notification.py:107: UserWarning: notify-send not found.
  warnings.warn("notify-send not found.")
  ____                  _  ____        _   ___  
 / __ \                (_)/ __ \      | | |__ \ 
| |  | |_ __ ___  _ __  _| |  | |_ __ | |_   ) |
| |  | | '_ ` _ \| '_ \| | |  | | '_ \| __| / / 
| |__| | | | | | | | | | | |__| | |_) | |_ / /_ 
 \____/|_| |_| |_|_| |_|_|\____/| .__/ \__|____|
                                | |             
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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 --disable_notifications
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=22 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           ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ -940.8175610005856 │ 902.7160797268152 │ 692.8554587066174 │ 852.8910093009472 │ -28946319.853914 │
└────────────────────┴───────────────────┴───────────────────┴───────────────────┴──────────────────┘
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 │   0.371 │    1 │        0.371 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.205 │      │              │
│    Median │   0.205 │      │              │
│     Total │   0.410 │      │              │
│       Max │   0.371 │      │              │
│       Min │   0.039 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.258 │    1 │        0.258 │
│       2 │   0.087 │    1 │        0.087 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.173 │      │              │
│  Median │   0.173 │      │              │
│   Total │   0.345 │      │              │
│     Max │   0.258 │      │              │
│     Min │   0.087 │      │              │
└─────────┴─────────┴──────┴──────────────┘

╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│                                                                                                                                                                                                      │
│  ✅  Optimization complete!                                                                                                                                                                          │
│                                                                                                                                                                                                      │
│    📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted                                                                                                                                          │
│    ⏱️  Duration: 35s                                                                                                                                                                                 │
│    🏆 Best RESULT: -28946319.853914                                                                                                                                                                  │
│    📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/results.csv                                                                                                                │
│    🧠 Model: BOTORCH_MODULAR                                                                                                                                                                         │
│                                                                                                                                                                                                      │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

2026-05-30 12:44:01 (3a64bed0-6fb0-4133-92fa-cc7661152d90): SOBOL, Started OmniOpt2 run...
2026-05-30 12:44:01 (3a64bed0-6fb0-4133-92fa-cc7661152d90): SOBOL, getting new HP set (no sbatch)
2026-05-30 12:44:01 (3a64bed0-6fb0-4133-92fa-cc7661152d90): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-05-30 12:44:01 (3a64bed0-6fb0-4133-92fa-cc7661152d90): SOBOL, eval #1/1 start                    
2026-05-30 12:44:01 (3a64bed0-6fb0-4133-92fa-cc7661152d90): SOBOL, starting new job                   
2026-05-30 12:44:02 (3a64bed0-6fb0-4133-92fa-cc7661152d90): SOBOL, started new job                    
2026-05-30 12:44:11 (3a64bed0-6fb0-4133-92fa-cc7661152d90): SOBOL, new result: RESULT: -11287801.225453
2026-05-30 12:44:12 (3a64bed0-6fb0-4133-92fa-cc7661152d90): SOBOL, best RESULT: -11287801.2254531, finishing jobs, finished 1 job
2026-05-30 12:44:12 (3a64bed0-6fb0-4133-92fa-cc7661152d90): BOTORCH_MODULAR, best RESULT: -11287801.2254531, getting new HP set (no sbatch)
2026-05-30 12:44:12 (3a64bed0-6fb0-4133-92fa-cc7661152d90): BOTORCH_MODULAR, best RESULT: -11287801.2254531, requested 1 jobs, got 1, 0.37 s/job
2026-05-30 12:44:12 (3a64bed0-6fb0-4133-92fa-cc7661152d90): BOTORCH_MODULAR, best RESULT: -11287801.2254531, eval #1/1 start                    
2026-05-30 12:44:12 (3a64bed0-6fb0-4133-92fa-cc7661152d90): BOTORCH_MODULAR, best RESULT: -11287801.2254531, starting new job                   
2026-05-30 12:44:12 (3a64bed0-6fb0-4133-92fa-cc7661152d90): BOTORCH_MODULAR, best RESULT: -11287801.2254531, started new job                    
2026-05-30 12:44:21 (3a64bed0-6fb0-4133-92fa-cc7661152d90): BOTORCH_MODULAR, best RESULT: -11287801.2254531, new result: RESULT: -28946319.853914
2026-05-30 12:44:23 (3a64bed0-6fb0-4133-92fa-cc7661152d90): BOTORCH_MODULAR, best RESULT: -28946319.853914, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.258 │    1 │        0.258 │
│       2 │   0.087 │    1 │        0.087 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.173 │      │              │
│  Median │   0.173 │      │              │
│   Total │   0.345 │      │              │
│     Max │   0.258 │      │              │
│     Min │   0.087 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.039 │    1 │        0.039 │
│         2 │   0.371 │    1 │        0.371 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.205 │      │              │
│    Median │   0.205 │      │              │
│     Total │   0.410 │      │              │
│       Max │   0.371 │      │              │
│       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
disable_notifications	True
dump_config	None
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
1780145039,781.1484375,26.9

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-28946319.8539	-11287801.2255	-20117060.5397	8829259.3142	2
x	-940.8176	942.7886	0.9855	941.8031	2
y	-234.6688	902.7161	334.0236	568.6924	2
z	-326.7657	692.8555	183.0449	509.8106	2
a	-282.3178	852.891	285.2866	567.6044	2

submitit INFO (2026-05-30 12:44:02,449) - Starting with JobEnvironment(job_id=144971, hostname=runnervm3jyl0, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-30 12:44:02,449) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/144971/144971_submitted.pkl
Trial-Index: 0

Parameters: {"x": 942.7886009216309, "y": -234.6687912940979, "z": -326.7657160758972, "a": -282.31775760650635}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=942.788600921630859375 --y=-234.66879129409790039062 --z=-326.76571607589721679688 --a=-282.31775760650634765625 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1780141835.839483
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1780144299.9790368
Last modification: 1780141835.839483
Hostname: runnervm3jyl0
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=942.788600921630859375 --y=-234.66879129409790039062 --z=-326.76571607589721679688 --a=-282.31775760650634765625 
stdout:
 x: 942.788600921630859375
y: -234.66879129409790039062
z: -326.76571607589721679688
a: -282.31775760650634765625
RESULT: -11287801.2254531

stderr was empty
Result: {'RESULT': -11287801.2254531}
Final-results: {'RESULT': -11287801.2254531}
EXIT_CODE: 0
submitit INFO (2026-05-30 12:44:09,972) - Job completed successfully
submitit INFO (2026-05-30 12:44:09,972) - Exiting after successful completion