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
997.5604880601168	562.6433901488781	861.4874556660652	914.7621970623732	-28587950.2788853

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 11:25:04 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): BOTORCH_MODULAR, best RESULT: -28587950.2788853, finishing jobs, finished 1 job

Git-Version

Commit: af4d9dc63de58ad2f202b26f252819cc15e559b1 (9301-1-gaf4d9dc63)

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
0,1778325883,2,1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb,1778325885,1778325891,6,.tests/optimization_example_all_float  --x=-296.43046855926513671875 --y=-588.15696835517883300781 --z=-972.8543236851692199707 --a=-704.89013195037841796875,0,,runnervmeorf1,0_0,COMPLETED,SOBOL,-19015198.4149985015392303466796875,-296.43046855926513671875,-588.1569683551788330078125,-972.854323685169219970703125,-704.89013195037841796875
1,1778325894,1,1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb,1778325895,1778325901,6,.tests/optimization_example_all_float  --x=997.5604880601167678833 --y=562.64339014887809753418 --z=861.48745566606521606445 --a=914.76219706237316131592,0,,runnervmeorf1,1_0,COMPLETED,BOTORCH_MODULAR,-28587950.2788853012025356292724609375,997.56048806011676788330078125,562.6433901488780975341796875,861.487455666065216064453125,914.76219706237316131591796875


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

Current git-hash: af4d9dc63de58ad2f202b26f252819cc15e559b1 (last fully tested stable version 1 commit ago [cf2e55626bebd49c2a46db8f8463040a3a7c5932, 9301])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 11:24:39] 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: 26f8253e-b6b0-4c7c-86f2-522f62f29f71
  _______________________________________
| OmniOpt2 - Hyper-sanity check complete! |
  =======================================
                                        \
                                         \
                                          \
                                           |\_/|,,_____,~~`
                                           (.".)~~     )`~}}
                                            \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
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=125 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 997.5604880601168 │ 562.6433901488781 │ 861.4874556660652 │ 914.7621970623732 │ -28587950.2788853 │
└───────────────────┴───────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │   0.354 │    1 │        0.354 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.196 │      │              │
│    Median │   0.196 │      │              │
│     Total │   0.393 │      │              │
│       Max │   0.354 │      │              │
│       Min │   0.039 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.252 │    1 │        0.252 │
│       2 │   0.083 │    1 │        0.083 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.168 │      │              │
│  Median │   0.168 │      │              │
│   Total │   0.336 │      │              │
│     Max │   0.252 │      │              │
│     Min │   0.083 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-05-09 11:24:43 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): SOBOL, Started OmniOpt2 run...
2026-05-09 11:24:43 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): SOBOL, getting new HP set (no sbatch)
2026-05-09 11:24:43 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-05-09 11:24:43 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): SOBOL, eval #1/1 start                    
2026-05-09 11:24:43 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): SOBOL, starting new job                   
2026-05-09 11:24:43 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): SOBOL, started new job                    
2026-05-09 11:24:52 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): SOBOL, new result: RESULT: -19015198.414999
2026-05-09 11:24:53 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): SOBOL, best RESULT: -19015198.4149985, finishing jobs, finished 1 job
2026-05-09 11:24:53 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): BOTORCH_MODULAR, best RESULT: -19015198.4149985, getting new HP set (no sbatch)
2026-05-09 11:24:54 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): BOTORCH_MODULAR, best RESULT: -19015198.4149985, requested 1 jobs, got 1, 0.35 s/job
2026-05-09 11:24:54 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): BOTORCH_MODULAR, best RESULT: -19015198.4149985, eval #1/1 start                    
2026-05-09 11:24:54 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): BOTORCH_MODULAR, best RESULT: -19015198.4149985, starting new job                   
2026-05-09 11:24:54 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): BOTORCH_MODULAR, best RESULT: -19015198.4149985, started new job                    
2026-05-09 11:25:03 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): BOTORCH_MODULAR, best RESULT: -19015198.4149985, new result: RESULT: -28587950.278885
2026-05-09 11:25:04 (1aa8ce31-f1c3-484b-9564-ae1b34a7eaeb): BOTORCH_MODULAR, best RESULT: -28587950.2788853, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.252 │    1 │        0.252 │
│       2 │   0.083 │    1 │        0.083 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.168 │      │              │
│  Median │   0.168 │      │              │
│   Total │   0.336 │      │              │
│     Max │   0.252 │      │              │
│     Min │   0.083 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.039 │    1 │        0.039 │
│         2 │   0.354 │    1 │        0.354 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.196 │      │              │
│    Median │   0.196 │      │              │
│     Total │   0.393 │      │              │
│       Max │   0.354 │      │              │
│       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
1778325881,771.2109375,26.9

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-28587950.2789	-19015198.415	-23801574.3469	4786375.9319	2
x	-296.4305	997.5605	350.565	646.9955	2
y	-588.157	562.6434	-12.7568	575.4002	2
z	-972.8543	861.4875	-55.6834	917.1709	2
a	-704.8901	914.7622	104.936	809.8262	2

submitit INFO (2026-05-09 11:24:43,674) - Starting with JobEnvironment(job_id=140886, hostname=runnervmeorf1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-09 11:24:43,674) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/140886/140886_submitted.pkl
Trial-Index: 0

Parameters: {"x": -296.43046855926514, "y": -588.1569683551788, "z": -972.8543236851692, "a": -704.8901319503784}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-296.43046855926513671875 --y=-588.15696835517883300781 --z=-972.8543236851692199707 --a=-704.89013195037841796875 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1778322623.2497556
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778325140.005796
Last modification: 1778322623.2497556
Hostname: runnervmeorf1
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-296.43046855926513671875 --y=-588.15696835517883300781 --z=-972.8543236851692199707 --a=-704.89013195037841796875 
stdout:
 x: -296.43046855926513671875
y: -588.15696835517883300781
z: -972.8543236851692199707
a: -704.89013195037841796875
RESULT: -19015198.4149985

stderr was empty
Result: {'RESULT': -19015198.4149985}
Final-results: {'RESULT': -19015198.4149985}
EXIT_CODE: 0
submitit INFO (2026-05-09 11:24:51,222) - Job completed successfully
submitit INFO (2026-05-09 11:24:51,223) - Exiting after successful completion