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
488.1748296578728	997.5864812967692	979.8137359738082	-961.4224192190487	-31028798.2530154

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

2026-07-16 06:43:16 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): BOTORCH_MODULAR, best RESULT: -31028798.2530154, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: 611f002d8dffbbf7205b3e78c037f864a1724a32 (9375-1-g611f002d8)

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
0,1784184174,2,dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a,1784184176,1784184182,6,.tests/optimization_example_all_float  --x=-601.01252794265747070312 --y=2.60913372039794921875 --z=-778.49377691745758056641 --a=874.7560977935791015625,0,,runnervm3jd5f,0_0,COMPLETED,SOBOL,-17386812.7733814008533954620361328125,-601.012527942657470703125,2.60913372039794921875,-778.49377691745758056640625,874.7560977935791015625
1,1784184185,2,dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a,1784184187,1784184193,6,.tests/optimization_example_all_float  --x=488.1748296578728059103 --y=997.58648129676919324993 --z=979.81373597380820683611 --a=-961.42241921904872015148,0,,runnervm3jd5f,1_0,COMPLETED,BOTORCH_MODULAR,-31028798.25301539897918701171875,488.174829657872805910301394760609,997.5864812967691932499292306602,979.813735973808206836110912263393,-961.42241921904872015147702768445


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

Current git-hash: 611f002d8dffbbf7205b3e78c037f864a1724a32 (last fully tested stable version 1 commit ago [7ec7c180ddeb70e69ef837c896ebe061f7046be1, 9375])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[INFO 07-16 06:42:51] ax.storage.sqa_store.with_db_settings_base: Ax SQL storage initialized with SQLAlchemy 2.0.51
Run-UUID: 77feb435-e7f9-4613-a240-6266491eb8f0
/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 - Unlocking the secrets of the grid. |
  =============================================
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                                                    ("`-'  '-/") .___..--' ' "`-._
                                                     ` *_ *  )    `-.   (      ) .`-.__. `)
                                                      (_Y_.) ' ._   )   `._` ;  `` -. .-'
                                                   _.. `--'_..-_/   /--' _ .' ,4
                                                  ( i l ),-''  ( l i),'  ( ( ! .-'
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=38 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 488.1748296578728 │ 997.5864812967692 │ 979.8137359738082 │ -961.4224192190487 │ -31028798.2530154 │
└───────────────────┴───────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │   0.041 │    1 │        0.041 │
│         2 │   0.457 │    1 │        0.457 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.249 │      │              │
│    Median │   0.249 │      │              │
│     Total │   0.498 │      │              │
│       Max │   0.457 │      │              │
│       Min │   0.041 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.263 │    1 │        0.263 │
│       2 │   0.092 │    1 │        0.092 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.178 │      │              │
│  Median │   0.178 │      │              │
│   Total │   0.356 │      │              │
│     Max │   0.263 │      │              │
│     Min │   0.092 │      │              │
└─────────┴─────────┴──────┴──────────────┘

╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│                                                                                                                                                                                                      │
│  ✅  Optimization complete!                                                                                                                                                                          │
│                                                                                                                                                                                                      │
│    📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted                                                                                                                                          │
│    ⏱️  Duration: 36s                                                                                                                                                                                 │
│    🏆 Best RESULT: -31028798.2530154                                                                                                                                                                 │
│    📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/results.csv                                                                                                                │
│    🤖 Model: BOTORCH_MODULAR                                                                                                                                                                         │
│                                                                                                                                                                                                      │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

2026-07-16 06:42:54 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): SOBOL, Started OmniOpt2 run...
2026-07-16 06:42:54 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): SOBOL, getting new HP set (no sbatch)
2026-07-16 06:42:54 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-07-16 06:42:54 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): SOBOL, eval #1/1 start                    
2026-07-16 06:42:54 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): SOBOL, starting new job                   
2026-07-16 06:42:55 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): SOBOL, started new job                    
2026-07-16 06:43:04 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): SOBOL, new result: RESULT: -17386812.773381
2026-07-16 06:43:05 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): SOBOL, best RESULT: -17386812.7733814, finishing jobs, finished 1 job
2026-07-16 06:43:05 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): BOTORCH_MODULAR, best RESULT: -17386812.7733814, getting new HP set (no sbatch)
2026-07-16 06:43:05 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): BOTORCH_MODULAR, best RESULT: -17386812.7733814, requested 1 jobs, got 1, 0.46 s/job
2026-07-16 06:43:05 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): BOTORCH_MODULAR, best RESULT: -17386812.7733814, eval #1/1 start                    
2026-07-16 06:43:05 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): BOTORCH_MODULAR, best RESULT: -17386812.7733814, starting new job                   
2026-07-16 06:43:05 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): BOTORCH_MODULAR, best RESULT: -17386812.7733814, started new job                    
2026-07-16 06:43:15 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): BOTORCH_MODULAR, best RESULT: -17386812.7733814, new result: RESULT: -31028798.253015
2026-07-16 06:43:16 (dc2af74f-e5c3-48e6-ac01-9d0e2902ad2a): BOTORCH_MODULAR, best RESULT: -31028798.2530154, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.263 │    1 │        0.263 │
│       2 │   0.092 │    1 │        0.092 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.178 │      │              │
│  Median │   0.178 │      │              │
│   Total │   0.356 │      │              │
│     Max │   0.263 │      │              │
│     Min │   0.092 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.041 │    1 │        0.041 │
│         2 │   0.457 │    1 │        0.457 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.249 │      │              │
│    Median │   0.249 │      │              │
│     Total │   0.498 │      │              │
│       Max │   0.457 │      │              │
│       Min │   0.041 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1784184172,886.94921875,26.7

! 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	-31028798.253	-17386812.7734	-24207805.5132	6820992.7398	2
x	-601.0125	488.1748	-56.4188	544.5937	2
y	2.6091	997.5865	500.0978	497.4887	2
z	-778.4938	979.8137	100.66	879.1538	2
a	-961.4224	874.7561	-43.3332	918.0893	2

submitit INFO (2026-07-16 06:42:55,314) - Starting with JobEnvironment(job_id=146654, hostname=runnervm3jd5f, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-07-16 06:42:55,314) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/146654/146654_submitted.pkl
Trial-Index: 0

Parameters: {"x": -601.0125279426575, "y": 2.609133720397949, "z": -778.4937769174576, "a": 874.7560977935791}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-601.01252794265747070312 --y=2.60913372039794921875 --z=-778.49377691745758056641 --a=874.7560977935791015625 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1784180735.663052
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1784183397.821814
Last modification: 1784180735.663052
Hostname: runnervm3jd5f
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-601.01252794265747070312 --y=2.60913372039794921875 --z=-778.49377691745758056641 --a=874.7560977935791015625 
stdout:
 x: -601.01252794265747070312
y: 2.60913372039794921875
z: -778.49377691745758056641
a: 874.7560977935791015625
RESULT: -17386812.7733814

stderr was empty
Result: {'RESULT': -17386812.7733814}
Final-results: {'RESULT': -17386812.7733814}
EXIT_CODE: 0
submitit INFO (2026-07-16 06:43:02,887) - Job completed successfully
submitit INFO (2026-07-16 06:43:02,887) - Exiting after successful completion