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
990.7766114920378	-949.9615412205458	-442.3118997365236	-846.6160818934441	-28069249.5240522

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

2026-02-25 07:42:13 (79adc671-9b8b-43e7-8411-aff69e217982): BOTORCH_MODULAR, best RESULT: -28069249.5240522, finishing jobs, finished 1 job

Git-Version

Commit: 747fe7706a7fd36667018db94e6396efbd886d4b (9268-3-g747fe7706)

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
0,1772005312,2,79adc671-9b8b-43e7-8411-aff69e217982,1772005314,1772005320,6,.tests/optimization_example_all_float  --x=-702.68386602401733398438 --y=612.0812892913818359375 --z=-417.70130395889282226562 --a=606.21154308319091796875,0,,runnervmwffz4,0_0,COMPLETED,SOBOL,-14109706.02975579909980297088623046875,-702.683866024017333984375,612.0812892913818359375,-417.701303958892822265625,606.21154308319091796875
1,1772005323,1,79adc671-9b8b-43e7-8411-aff69e217982,1772005324,1772005330,6,.tests/optimization_example_all_float  --x=990.77661149203777313232 --y=-949.96154122054576873779 --z=-442.31189973652362823486 --a=-846.6160818934440612793,0,,runnervmwffz4,1_0,COMPLETED,BOTORCH_MODULAR,-28069249.5240521989762783050537109375,990.77661149203777313232421875,-949.96154122054576873779296875,-442.31189973652362823486328125,-846.616081893444061279296875


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

Current git-hash: 747fe7706a7fd36667018db94e6396efbd886d4b (last fully tested stable version 3 commits ago [bc2822b1871df4b2070f47480f70b1dd5f2faec4, 9268])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-25 07:41:48] 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: 2b1cdfac-4fdb-4c34-9822-a777ab3e3e0d
   ____                  _ ____        __ ___ 
  / __ \____ ___  ____  (_) __ \____  / /|__ \
 / / / / __ `__ \/ __ \/ / / / / __ \/ __/_/ /
/ /_/ / / / / / / / / / / /_/ / /_/ / /_/ __/ 
\____/_/ /_/ /_/_/ /_/_/\____/ .___/\__/____/ 
                            /_/               

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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=24 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 990.7766114920378 │ -949.9615412205458 │ -442.3118997365236 │ -846.6160818934441 │ -28069249.5240522 │
└───────────────────┴────────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │   0.044 │    1 │        0.044 │
│         2 │   0.364 │    1 │        0.364 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.204 │      │              │
│    Median │   0.204 │      │              │
│     Total │   0.408 │      │              │
│       Max │   0.364 │      │              │
│       Min │   0.044 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.257 │    1 │        0.257 │
│       2 │   0.084 │    1 │        0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.171 │      │              │
│  Median │   0.171 │      │              │
│   Total │   0.341 │      │              │
│     Max │   0.257 │      │              │
│     Min │   0.084 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-02-25 07:41:51 (79adc671-9b8b-43e7-8411-aff69e217982): SOBOL, Started OmniOpt2 run...
2026-02-25 07:41:52 (79adc671-9b8b-43e7-8411-aff69e217982): SOBOL, getting new HP set (no sbatch)
2026-02-25 07:41:52 (79adc671-9b8b-43e7-8411-aff69e217982): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-02-25 07:41:52 (79adc671-9b8b-43e7-8411-aff69e217982): SOBOL, eval #1/1 start                    
2026-02-25 07:41:52 (79adc671-9b8b-43e7-8411-aff69e217982): SOBOL, starting new job                   
2026-02-25 07:41:52 (79adc671-9b8b-43e7-8411-aff69e217982): SOBOL, started new job                    
2026-02-25 07:42:01 (79adc671-9b8b-43e7-8411-aff69e217982): SOBOL, new result: RESULT: -14109706.029756
2026-02-25 07:42:02 (79adc671-9b8b-43e7-8411-aff69e217982): SOBOL, best RESULT: -14109706.0297558, finishing jobs, finished 1 job
2026-02-25 07:42:03 (79adc671-9b8b-43e7-8411-aff69e217982): BOTORCH_MODULAR, best RESULT: -14109706.0297558, getting new HP set (no sbatch)
2026-02-25 07:42:03 (79adc671-9b8b-43e7-8411-aff69e217982): BOTORCH_MODULAR, best RESULT: -14109706.0297558, requested 1 jobs, got 1, 0.36 s/job
2026-02-25 07:42:03 (79adc671-9b8b-43e7-8411-aff69e217982): BOTORCH_MODULAR, best RESULT: -14109706.0297558, eval #1/1 start                    
2026-02-25 07:42:03 (79adc671-9b8b-43e7-8411-aff69e217982): BOTORCH_MODULAR, best RESULT: -14109706.0297558, starting new job                   
2026-02-25 07:42:03 (79adc671-9b8b-43e7-8411-aff69e217982): BOTORCH_MODULAR, best RESULT: -14109706.0297558, started new job                    
2026-02-25 07:42:12 (79adc671-9b8b-43e7-8411-aff69e217982): BOTORCH_MODULAR, best RESULT: -14109706.0297558, new result: RESULT: -28069249.524052
2026-02-25 07:42:13 (79adc671-9b8b-43e7-8411-aff69e217982): BOTORCH_MODULAR, best RESULT: -28069249.5240522, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.257 │    1 │        0.257 │
│       2 │   0.084 │    1 │        0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.171 │      │              │
│  Median │   0.171 │      │              │
│   Total │   0.341 │      │              │
│     Max │   0.257 │      │              │
│     Min │   0.084 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.044 │    1 │        0.044 │
│         2 │   0.364 │    1 │        0.364 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.204 │      │              │
│    Median │   0.204 │      │              │
│     Total │   0.408 │      │              │
│       Max │   0.364 │      │              │
│       Min │   0.044 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1772005309,794.30078125,26.9

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-28069249.5241	-14109706.0298	-21089477.7769	6979771.7471	2
x	-702.6839	990.7766	144.0464	846.7302	2
y	-949.9615	612.0813	-168.9401	781.0214	2
z	-442.3119	-417.7013	-430.0066	12.3053	2
a	-846.6161	606.2115	-120.2023	726.4138	2

submitit INFO (2026-02-25 07:41:52,513) - Starting with JobEnvironment(job_id=119996, hostname=runnervmwffz4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-02-25 07:41:52,513) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/119996/119996_submitted.pkl
Trial-Index: 0

Parameters: {"x": -702.6838660240173, "y": 612.0812892913818, "z": -417.7013039588928, "a": 606.2115430831909}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-702.68386602401733398438 --y=612.0812892913818359375 --z=-417.70130395889282226562 --a=606.21154308319091796875 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1772002752.714502
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1772005314.0572832
Last modification: 1772002752.714502
Hostname: runnervmwffz4
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-702.68386602401733398438 --y=612.0812892913818359375 --z=-417.70130395889282226562 --a=606.21154308319091796875 
stdout:
 x: -702.68386602401733398438
y: 612.0812892913818359375
z: -417.70130395889282226562
a: 606.21154308319091796875
RESULT: -14109706.0297558

stderr was empty
Result: {'RESULT': -14109706.0297558}
Final-results: {'RESULT': -14109706.0297558}
EXIT_CODE: 0
submitit INFO (2026-02-25 07:42:00,074) - Job completed successfully
submitit INFO (2026-02-25 07:42:00,074) - Exiting after successful completion