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
-694.800450807059	-686.5771745111743	909.1864555982387	-961.974924471973	-27189702.8612277

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

2026-08-09 21:45:52 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): BOTORCH_MODULAR, best RESULT: -27189702.8612277, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: 13e20a46d71ea5effca97db9d226887fc1438f91 (9418-8-g13e20a46d)

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
0,1786311930,2,9e7f8889-29e8-45ec-b2fe-6565572ce8e4,1786311932,1786311938,6,.tests/optimization_example_all_float  --x=522.87971973419189453125 --y=529.20520305633544921875 --z=-203.2568454742431640625 --a=570.04535198211669921875,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,-9067387.2916227094829082489013671875,522.87971973419189453125,529.20520305633544921875,-203.2568454742431640625,570.04535198211669921875
1,1786311941,2,9e7f8889-29e8-45ec-b2fe-6565572ce8e4,1786311943,1786311949,6,.tests/optimization_example_all_float  --x=-694.80045080705895088613 --y=-686.57717451117434848129 --z=909.18645559823869461979 --a=-961.97492447197305409645,0,,runnervmvrwv9,1_0,COMPLETED,BOTORCH_MODULAR,-27189702.861227698624134063720703125,-694.800450807058950886130332946777,-686.577174511174348481290508061647,909.186455598238694619794841855764,-961.974924471973054096451960504055


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


Current git-hash: 13e20a46d71ea5effca97db9d226887fc1438f91 (last fully tested stable version 8 commits ago [b54799bbb6092ee7a47e6c8cafaff1661ff693b6, 9418])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[INFO 08-09 21:45:27] ax.storage.sqa_store.with_db_settings_base: Ax SQL storage initialized with SQLAlchemy 2.0.51
Run-UUID: 0a2d2fcb-f342-4e8b-8f2a-8e3cd6179cd3
/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.")
  _________________________________________________
 /                                                 \
| OmniOpt2 - More focused than a cat watching a las |
| er pointer.                                       |
 \                                                 /
  =================================================
                                                      \
                                                       \
                                                        \
                                                         .--.
                                                        |o_o |
                                                        |:_/ |
                                                       //   \ \
                                                      (|     | )
                                                     /'\_   _/`\
                                                     \___)=(___/
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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=72 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -694.800450807059 │ -686.5771745111743 │ 909.1864555982387 │ -961.974924471973 │ -27189702.8612277 │
└───────────────────┴────────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │   0.040 │    1 │        0.040 │
│         2 │   0.460 │    1 │        0.460 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.250 │      │              │
│    Median │   0.250 │      │              │
│     Total │   0.501 │      │              │
│       Max │   0.460 │      │              │
│       Min │   0.040 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.288 │    1 │        0.288 │
│       2 │   0.101 │    1 │        0.101 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.194 │      │              │
│  Median │   0.194 │      │              │
│   Total │   0.388 │      │              │
│     Max │   0.288 │      │              │
│     Min │   0.101 │      │              │
└─────────┴─────────┴──────┴──────────────┘

╭─────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ───────────────────────────────────────────────────────────────╮
│                                                                                                                                                    │
│  ✅  Optimization complete!                                                                                                                        │
│                                                                                                                                                    │
│    📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted                                                                                        │
│    ⏱️  Duration: 36s                                                                                                                               │
│    🏆 Best RESULT: -27189702.8612277                                                                                                               │
│    📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/results.csv                                                              │
│    🤖 Model: BOTORCH_MODULAR                                                                                                                       │
│                                                                                                                                                    │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

2026-08-09 21:45:30 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): SOBOL, Started OmniOpt2 run...
2026-08-09 21:45:30 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): SOBOL, getting new HP set (no sbatch)
2026-08-09 21:45:30 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-08-09 21:45:30 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): SOBOL, eval #1/1 start                    
2026-08-09 21:45:30 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): SOBOL, starting new job                   
2026-08-09 21:45:30 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): SOBOL, started new job                    
2026-08-09 21:45:39 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): SOBOL, new result: RESULT: -9067387.291623
2026-08-09 21:45:41 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): SOBOL, best RESULT: -9067387.29162271, finishing jobs, finished 1 job
2026-08-09 21:45:41 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): BOTORCH_MODULAR, best RESULT: -9067387.29162271, getting new HP set (no sbatch)
2026-08-09 21:45:41 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): BOTORCH_MODULAR, best RESULT: -9067387.29162271, requested 1 jobs, got 1, 0.46 s/job
2026-08-09 21:45:41 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): BOTORCH_MODULAR, best RESULT: -9067387.29162271, eval #1/1 start                    
2026-08-09 21:45:41 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): BOTORCH_MODULAR, best RESULT: -9067387.29162271, starting new job                   
2026-08-09 21:45:41 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): BOTORCH_MODULAR, best RESULT: -9067387.29162271, started new job                    
2026-08-09 21:45:50 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): BOTORCH_MODULAR, best RESULT: -9067387.29162271, new result: RESULT: -27189702.861228
2026-08-09 21:45:52 (9e7f8889-29e8-45ec-b2fe-6565572ce8e4): BOTORCH_MODULAR, best RESULT: -27189702.8612277, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.288 │    1 │        0.288 │
│       2 │   0.101 │    1 │        0.101 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.194 │      │              │
│  Median │   0.194 │      │              │
│   Total │   0.388 │      │              │
│     Max │   0.288 │      │              │
│     Min │   0.101 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.040 │    1 │        0.040 │
│         2 │   0.460 │    1 │        0.460 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.250 │      │              │
│    Median │   0.250 │      │              │
│     Total │   0.501 │      │              │
│       Max │   0.460 │      │              │
│       Min │   0.040 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYS…
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
1786311928,882.0390625,26.7

! No notable correlations between parameters were found (threshold: |r| > 0.3).

Top-5 Best Results

Parameter Sensitivity Ranking

Parameters ranked by absolute Pearson correlation with each result. Stronger correlations (|r| ≥ 0.7) suggest the parameter has more influence on the outcome.

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-27189702.8612	-9067387.2916	-18128545.0764	9061157.7848	2
x	-694.8005	522.8797	-85.9604	608.8401	2
y	-686.5772	529.2052	-78.686	607.8912	2
z	-203.2568	909.1865	352.9648	556.2217	2
a	-961.9749	570.0454	-195.9648	766.0101	2

submitit INFO (2026-08-09 21:45:30,759) - Starting with JobEnvironment(job_id=104856, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-09 21:45:30,759) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/104856/104856_submitted.pkl
Trial-Index: 0

Parameters: {"x": 522.8797197341919, "y": 529.2052030563354, "z": -203.25684547424316, "a": 570.0453519821167}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=522.87971973419189453125 --y=529.20520305633544921875 --z=-203.2568454742431640625 --a=570.04535198211669921875 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1786309263.8198304
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786311932.3498843
Last modification: 1786309263.8198304
Hostname: runnervmvrwv9
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=522.87971973419189453125 --y=529.20520305633544921875 --z=-203.2568454742431640625 --a=570.04535198211669921875 
stdout:
 x: 522.87971973419189453125
y: 529.20520305633544921875
z: -203.2568454742431640625
a: 570.04535198211669921875
RESULT: -9067387.29162271

stderr was empty
Result: {'RESULT': -9067387.29162271}
Final-results: {'RESULT': -9067387.29162271}
EXIT_CODE: 0
submitit INFO (2026-08-09 21:45:38,366) - Job completed successfully
submitit INFO (2026-08-09 21:45:38,366) - Exiting after successful completion