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
983.0686952918768	-999.1845656186342	955.3455207496881	-528.2157193869352	-31506528.727001

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

2026-02-23 14:05:52 (933ab76b-408b-4a7d-b3d7-65fc80738a75): BOTORCH_MODULAR, best RESULT: -31506528.727001, finishing jobs, finished 1 job

Git-Version

Commit: 546675340658df385b457111e2ecbf4badc7ab84 (9260-4-g546675340)

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
0,1771855530,2,933ab76b-408b-4a7d-b3d7-65fc80738a75,1771855532,1771855538,6,.tests/optimization_example_all_float  --x=-948.87300953269004821777 --y=94.7418212890625 --z=-799.70379173755645751953 --a=736.698150634765625,0,,runnervmez679,0_0,COMPLETED,SOBOL,-21019638.7065395005047321319580078125,-948.8730095326900482177734375,94.7418212890625,-799.70379173755645751953125,736.698150634765625
1,1771855541,2,933ab76b-408b-4a7d-b3d7-65fc80738a75,1771855543,1771855549,6,.tests/optimization_example_all_float  --x=983.06869529187679290771 --y=-999.18456561863422393799 --z=955.34552074968814849854 --a=-528.21571938693523406982,0,,runnervmez679,1_0,COMPLETED,BOTORCH_MODULAR,-31506528.7270010001957416534423828125,983.06869529187679290771484375,-999.18456561863422393798828125,955.34552074968814849853515625,-528.21571938693523406982421875


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

Current git-hash: 546675340658df385b457111e2ecbf4badc7ab84 (last fully tested stable version 4 commits ago [58c866c868c07da88eccea8bc47a8de539dae9f1, 9260])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-23 14:05:27] ax.service.utils.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: a7847b0a-1061-40ad-8f60-1b6fdbb9335e
  _________________________________________________
 /                                                 \
| OmniOpt2 - As timeless as Metropolis, but with be |
| tter optimization.                                |
 \                                                 /
  =================================================
                                                      \
                                                       \
                                                        \
                                                         .--.
                                                        |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
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=14 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           ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 983.0686952918768 │ -999.1845656186342 │ 955.3455207496881 │ -528.2157193869352 │ -31506528.727001 │
└───────────────────┴────────────────────┴───────────────────┴────────────────────┴──────────────────┘
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 │   0.024 │    1 │        0.024 │
│         2 │   0.434 │    1 │        0.434 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.229 │      │              │
│    Median │   0.229 │      │              │
│     Total │   0.458 │      │              │
│       Max │   0.434 │      │              │
│       Min │   0.024 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.115 │    1 │        0.115 │
│       2 │   0.067 │    1 │        0.067 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.091 │      │              │
│  Median │   0.091 │      │              │
│   Total │   0.181 │      │              │
│     Max │   0.115 │      │              │
│     Min │   0.067 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-02-23 14:05:30 (933ab76b-408b-4a7d-b3d7-65fc80738a75): SOBOL, Started OmniOpt2 run...
2026-02-23 14:05:30 (933ab76b-408b-4a7d-b3d7-65fc80738a75): SOBOL, getting new HP set (no sbatch)
2026-02-23 14:05:30 (933ab76b-408b-4a7d-b3d7-65fc80738a75): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-02-23 14:05:30 (933ab76b-408b-4a7d-b3d7-65fc80738a75): SOBOL, eval #1/1 start                    
2026-02-23 14:05:30 (933ab76b-408b-4a7d-b3d7-65fc80738a75): SOBOL, starting new job                   
2026-02-23 14:05:30 (933ab76b-408b-4a7d-b3d7-65fc80738a75): SOBOL, started new job                    
2026-02-23 14:05:39 (933ab76b-408b-4a7d-b3d7-65fc80738a75): SOBOL, new result: RESULT: -21019638.706540
2026-02-23 14:05:40 (933ab76b-408b-4a7d-b3d7-65fc80738a75): SOBOL, best RESULT: -21019638.7065395, finishing jobs, finished 1 job
2026-02-23 14:05:41 (933ab76b-408b-4a7d-b3d7-65fc80738a75): BOTORCH_MODULAR, best RESULT: -21019638.7065395, getting new HP set (no sbatch)
2026-02-23 14:05:41 (933ab76b-408b-4a7d-b3d7-65fc80738a75): BOTORCH_MODULAR, best RESULT: -21019638.7065395, requested 1 jobs, got 1, 0.43 s/job
2026-02-23 14:05:41 (933ab76b-408b-4a7d-b3d7-65fc80738a75): BOTORCH_MODULAR, best RESULT: -21019638.7065395, eval #1/1 start                    
2026-02-23 14:05:41 (933ab76b-408b-4a7d-b3d7-65fc80738a75): BOTORCH_MODULAR, best RESULT: -21019638.7065395, starting new job                   
2026-02-23 14:05:41 (933ab76b-408b-4a7d-b3d7-65fc80738a75): BOTORCH_MODULAR, best RESULT: -21019638.7065395, started new job                    
2026-02-23 14:05:50 (933ab76b-408b-4a7d-b3d7-65fc80738a75): BOTORCH_MODULAR, best RESULT: -21019638.7065395, new result: RESULT: -31506528.727001
2026-02-23 14:05:52 (933ab76b-408b-4a7d-b3d7-65fc80738a75): BOTORCH_MODULAR, best RESULT: -31506528.727001, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.115 │    1 │        0.115 │
│       2 │   0.067 │    1 │        0.067 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.091 │      │              │
│  Median │   0.091 │      │              │
│   Total │   0.181 │      │              │
│     Max │   0.115 │      │              │
│     Min │   0.067 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.024 │    1 │        0.024 │
│         2 │   0.434 │    1 │        0.434 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.229 │      │              │
│    Median │   0.229 │      │              │
│     Total │   0.458 │      │              │
│       Max │   0.434 │      │              │
│       Min │   0.024 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1771855527,766.0703125,28.3

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-31506528.727	-21019638.7065	-26263083.7168	5243445.0102	2
x	-948.873	983.0687	17.0978	965.9709	2
y	-999.1846	94.7418	-452.2214	546.9632	2
z	-799.7038	955.3455	77.8209	877.5247	2
a	-528.2157	736.6982	104.2412	632.4569	2

submitit INFO (2026-02-23 14:05:30,561) - Starting with JobEnvironment(job_id=144319, hostname=runnervmez679, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-02-23 14:05:30,561) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/144319/144319_submitted.pkl
Trial-Index: 0

Parameters: {"x": -948.87300953269, "y": 94.7418212890625, "z": -799.7037917375565, "a": 736.6981506347656}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-948.87300953269004821777 --y=94.7418212890625 --z=-799.70379173755645751953 --a=736.698150634765625 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1771852454.5232022
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1771854844.658781
Last modification: 1771852454.5232022
Hostname: runnervmez679
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-948.87300953269004821777 --y=94.7418212890625 --z=-799.70379173755645751953 --a=736.698150634765625 
stdout:
 x: -948.87300953269004821777
y: 94.7418212890625
z: -799.70379173755645751953
a: 736.698150634765625
RESULT: -21019638.7065395

stderr was empty
Result: {'RESULT': -21019638.7065395}
Final-results: {'RESULT': -21019638.7065395}
EXIT_CODE: 0
submitit INFO (2026-02-23 14:05:38,120) - Job completed successfully
submitit INFO (2026-02-23 14:05:38,120) - Exiting after successful completion