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
-807.1095570921898	890.4889039695263	-947.314165532589	-534.1847278177738	-26417996.5478125

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 11:18:15 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): BOTORCH_MODULAR, best RESULT: -26417996.5478125, 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
0,1778325474,2,96a9287d-a985-4f5a-83a9-73a5a2e6bb06,1778325476,1778325482,6,.tests/optimization_example_all_float  --x=676.425457000732421875 --y=-958.16951990127563476562 --z=999.382495880126953125 --a=513.3140087127685546875,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-26250900.708984501659870147705078125,676.425457000732421875,-958.169519901275634765625,999.382495880126953125,513.3140087127685546875
1,1778325485,1,96a9287d-a985-4f5a-83a9-73a5a2e6bb06,1778325486,1778325492,6,.tests/optimization_example_all_float  --x=-807.10955709218978881836 --y=890.48890396952629089355 --z=-947.31416553258895874023 --a=-534.18472781777381896973,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-26417996.547812499105930328369140625,-807.109557092189788818359375,890.4889039695262908935546875,-947.314165532588958740234375,-534.1847278177738189697265625


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

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 11:17:51] 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: 0c67c9e2-9d4f-4c6c-9fa6-ce8e58d56c1c
 ____  _      _      _  ____  ____ _____ ____ 
/  _ \/ \__/|/ \  /|/ \/  _ \/  __Y__ __Y_   \
| / \|| |\/||| |\ ||| || / \||  \/| / \  /   /
| \_/|| |  ||| | \||| || \_/||  __/ | | /   /_
\____/\_/  \|\_/  \|\_/\____/\_/    \_/ \____/
                                              

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=122 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -807.1095570921898 │ 890.4889039695263 │ -947.314165532589 │ -534.1847278177738 │ -26417996.5478125 │
└────────────────────┴───────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │   0.023 │    1 │        0.023 │
│         2 │   0.466 │    1 │        0.466 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.245 │      │              │
│    Median │   0.245 │      │              │
│     Total │   0.490 │      │              │
│       Max │   0.466 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.120 │    1 │        0.120 │
│       2 │   0.066 │    1 │        0.066 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.093 │      │              │
│  Median │   0.093 │      │              │
│   Total │   0.185 │      │              │
│     Max │   0.120 │      │              │
│     Min │   0.066 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-05-09 11:17:54 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): SOBOL, Started OmniOpt2 run...
2026-05-09 11:17:54 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): SOBOL, getting new HP set (no sbatch)
2026-05-09 11:17:54 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-09 11:17:54 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): SOBOL, eval #1/1 start                    
2026-05-09 11:17:54 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): SOBOL, starting new job                   
2026-05-09 11:17:54 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): SOBOL, started new job                    
2026-05-09 11:18:03 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): SOBOL, new result: RESULT: -26250900.708985
2026-05-09 11:18:04 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): SOBOL, best RESULT: -26250900.7089845, finishing jobs, finished 1 job
2026-05-09 11:18:05 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): BOTORCH_MODULAR, best RESULT: -26250900.7089845, getting new HP set (no sbatch)
2026-05-09 11:18:05 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): BOTORCH_MODULAR, best RESULT: -26250900.7089845, requested 1 jobs, got 1, 0.47 s/job
2026-05-09 11:18:05 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): BOTORCH_MODULAR, best RESULT: -26250900.7089845, eval #1/1 start                    
2026-05-09 11:18:05 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): BOTORCH_MODULAR, best RESULT: -26250900.7089845, starting new job                   
2026-05-09 11:18:05 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): BOTORCH_MODULAR, best RESULT: -26250900.7089845, started new job                    
2026-05-09 11:18:14 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): BOTORCH_MODULAR, best RESULT: -26250900.7089845, new result: RESULT: -26417996.547812
2026-05-09 11:18:15 (96a9287d-a985-4f5a-83a9-73a5a2e6bb06): BOTORCH_MODULAR, best RESULT: -26417996.5478125, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.120 │    1 │        0.120 │
│       2 │   0.066 │    1 │        0.066 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.093 │      │              │
│  Median │   0.093 │      │              │
│   Total │   0.185 │      │              │
│     Max │   0.120 │      │              │
│     Min │   0.066 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.466 │    1 │        0.466 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.245 │      │              │
│    Median │   0.245 │      │              │
│     Total │   0.490 │      │              │
│       Max │   0.466 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1778325472,741.0859375,28.2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-26417996.5478	-26250900.709	-26334448.6284	83547.9194	2
x	-807.1096	676.4255	-65.3421	741.7675	2
y	-958.1695	890.4889	-33.8403	924.3292	2
z	-947.3142	999.3825	26.0342	973.3483	2
a	-534.1847	513.314	-10.4354	523.7494	2

submitit INFO (2026-05-09 11:17:54,737) - Starting with JobEnvironment(job_id=143766, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-09 11:17:54,738) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/143766/143766_submitted.pkl
Trial-Index: 0

Parameters: {"x": 676.4254570007324, "y": -958.1695199012756, "z": 999.382495880127, "a": 513.3140087127686}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=676.425457000732421875 --y=-958.16951990127563476562 --z=999.382495880126953125 --a=513.3140087127685546875 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1778322628.6787403
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778324831.7526827
Last modification: 1778322628.6787403
Hostname: runnervmrc6n4
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=676.425457000732421875 --y=-958.16951990127563476562 --z=999.382495880126953125 --a=513.3140087127685546875 
stdout:
 x: 676.425457000732421875
y: -958.16951990127563476562
z: 999.382495880126953125
a: 513.3140087127685546875
RESULT: -26250900.7089845

stderr was empty
Result: {'RESULT': -26250900.7089845}
Final-results: {'RESULT': -26250900.7089845}
EXIT_CODE: 0
submitit INFO (2026-05-09 11:18:02,222) - Job completed successfully
submitit INFO (2026-05-09 11:18:02,222) - Exiting after successful completion