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
965.3778597712517	-951.9447311758995	-961.0601514577866	933.9313358068466	-36340604.1690371

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

2026-05-06 15:19:53 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): BOTORCH_MODULAR, best RESULT: -36340604.1690371, finishing jobs, finished 1 job

Git-Version

Commit: f2198bbca0ddfa2c54bbdce11bcb585e9153edd1 (9297-1-gf2198bbca)

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
0,1778080773,2,d41e371a-39a6-40bd-8c14-1e3b8f91a6b3,1778080775,1778080781,6,.tests/optimization_example_all_float  --x=-559.51514840126037597656 --y=686.16378307342529296875 --z=529.01685237884521484375 --a=-659.08291935920715332031,0,,runnervmeorf1,0_0,COMPLETED,SOBOL,-14984208.398695699870586395263671875,-559.5151484012603759765625,686.16378307342529296875,529.01685237884521484375,-659.0829193592071533203125
1,1778080783,1,d41e371a-39a6-40bd-8c14-1e3b8f91a6b3,1778080784,1778080790,6,.tests/optimization_example_all_float  --x=965.3778597712516784668 --y=-951.94473117589950561523 --z=-961.06015145778656005859 --a=933.93133580684661865234,0,,runnervmeorf1,1_0,COMPLETED,BOTORCH_MODULAR,-36340604.1690371036529541015625,965.377859771251678466796875,-951.944731175899505615234375,-961.06015145778656005859375,933.93133580684661865234375


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

Current git-hash: f2198bbca0ddfa2c54bbdce11bcb585e9153edd1 (last fully tested stable version 1 commit ago [5b9cac200aabb178fc786587006924630ac64f87, 9297])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-06 15:19:30] 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: cc32ce02-8385-462f-bbc2-2b167fb95c1e
  _________________________________________________
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| OmniOpt2 - Grid search? Please, I’m doing ballet  |
| through parameter space.                          |
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                                                             /0  0  \\__  /    //  | \\ \\
                                                            /     /  \\/_/    //   |  \\  \\
                                                            \@_^_\@'/   \\/_   //    |   \\   \\
                                                            //_^_/     \\/_ //     |    \\    \\
                                                         ( //) |        \\///      |     \\     \\
                                                       ( / /) _|_ /   )  //       |      \\     _\\
                                                     ( // /) '/,_ _ _/  ( ; -.    |    _ _\\.-~        .-~~~^-.
                                                   (( / / )) ,-{        _      `-.|.-~-.           .~         `.
                                                  (( // / ))  '/\\      /                 ~-. _ .-~      .-~^-.  \\
                                                  (( /// ))      `.   {            }                   /      \\  \\
                                                   (( / ))     .----~-.\\        \\-'                 .~         \\  `. \\^-.
                                                              ///.----..>        \\             _ -~             `.  ^-`  ^-_
                                                                ///-._ _ _ _ _ _ _}^ - - - - ~                     ~-- ,.-~
                                                                                                                   /.-~
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=110 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 965.3778597712517 │ -951.9447311758995 │ -961.0601514577866 │ 933.9313358068466 │ -36340604.1690371 │
└───────────────────┴────────────────────┴────────────────────┴───────────────────┴───────────────────┘
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 │   0.030 │    1 │        0.030 │
│         2 │   0.281 │    1 │        0.281 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.155 │      │              │
│    Median │   0.155 │      │              │
│     Total │   0.311 │      │              │
│       Max │   0.281 │      │              │
│       Min │   0.030 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.197 │    1 │        0.197 │
│       2 │   0.064 │    1 │        0.064 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.131 │      │              │
│  Median │   0.131 │      │              │
│   Total │   0.262 │      │              │
│     Max │   0.197 │      │              │
│     Min │   0.064 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-05-06 15:19:33 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): SOBOL, Started OmniOpt2 run...
2026-05-06 15:19:33 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): SOBOL, getting new HP set (no sbatch)
2026-05-06 15:19:33 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-05-06 15:19:33 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): SOBOL, eval #1/1 start                    
2026-05-06 15:19:33 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): SOBOL, starting new job                   
2026-05-06 15:19:33 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): SOBOL, started new job                    
2026-05-06 15:19:41 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): SOBOL, new result: RESULT: -14984208.398696
2026-05-06 15:19:43 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): SOBOL, best RESULT: -14984208.3986957, finishing jobs, finished 1 job
2026-05-06 15:19:43 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): BOTORCH_MODULAR, best RESULT: -14984208.3986957, getting new HP set (no sbatch)
2026-05-06 15:19:43 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): BOTORCH_MODULAR, best RESULT: -14984208.3986957, requested 1 jobs, got 1, 0.28 s/job
2026-05-06 15:19:43 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): BOTORCH_MODULAR, best RESULT: -14984208.3986957, eval #1/1 start                    
2026-05-06 15:19:43 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): BOTORCH_MODULAR, best RESULT: -14984208.3986957, starting new job                   
2026-05-06 15:19:43 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): BOTORCH_MODULAR, best RESULT: -14984208.3986957, started new job                    
2026-05-06 15:19:51 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): BOTORCH_MODULAR, best RESULT: -14984208.3986957, new result: RESULT: -36340604.169037
2026-05-06 15:19:53 (d41e371a-39a6-40bd-8c14-1e3b8f91a6b3): BOTORCH_MODULAR, best RESULT: -36340604.1690371, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.197 │    1 │        0.197 │
│       2 │   0.064 │    1 │        0.064 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.131 │      │              │
│  Median │   0.131 │      │              │
│   Total │   0.262 │      │              │
│     Max │   0.197 │      │              │
│     Min │   0.064 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.030 │    1 │        0.030 │
│         2 │   0.281 │    1 │        0.281 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.155 │      │              │
│    Median │   0.155 │      │              │
│     Total │   0.311 │      │              │
│       Max │   0.281 │      │              │
│       Min │   0.030 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1778080771,769.125,27.3

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-36340604.169	-14984208.3987	-25662406.2839	10678197.8852	2
x	-559.5151	965.3779	202.9314	762.4465	2
y	-951.9447	686.1638	-132.8905	819.0543	2
z	-961.0602	529.0169	-216.0216	745.0385	2
a	-659.0829	933.9313	137.4242	796.5071	2

submitit INFO (2026-05-06 15:19:34,080) - Starting with JobEnvironment(job_id=140268, hostname=runnervmeorf1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-06 15:19:34,080) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/140268/140268_submitted.pkl
Trial-Index: 0

Parameters: {"x": -559.5151484012604, "y": 686.1637830734253, "z": 529.0168523788452, "a": -659.0829193592072}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-559.51514840126037597656 --y=686.16378307342529296875 --z=529.01685237884521484375 --a=-659.08291935920715332031 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1778077799.1431477
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778080096.2147207
Last modification: 1778077799.1431477
Hostname: runnervmeorf1
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-559.51514840126037597656 --y=686.16378307342529296875 --z=529.01685237884521484375 --a=-659.08291935920715332031 
stdout:
 x: -559.51514840126037597656
y: 686.16378307342529296875
z: 529.01685237884521484375
a: -659.08291935920715332031
RESULT: -14984208.3986957

stderr was empty
Result: {'RESULT': -14984208.3986957}
Final-results: {'RESULT': -14984208.3986957}
EXIT_CODE: 0
submitit INFO (2026-05-06 15:19:41,253) - Job completed successfully
submitit INFO (2026-05-06 15:19:41,253) - Exiting after successful completion