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
-936.5658685564995	876.026114448905	880.6376717984676	809.5138315111399	-30612427.6256324

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 11:35:34 (216802cf-5126-4a54-8487-c905b5426a04): BOTORCH_MODULAR, best RESULT: -30612427.6256324, finishing jobs, finished 1 job

Git-Version

Commit: 7d04f3b04cc038a14898910e7a1fde53755e73b2 (9302-2-g7d04f3b04)

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
0,1778326513,1,216802cf-5126-4a54-8487-c905b5426a04,1778326514,1778326520,6,.tests/optimization_example_all_float  --x=954.48076725006103515625 --y=-816.90004467964172363281 --z=-342.64659881591796875 --a=-670.85534334182739257812,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-21528927.936416201293468475341796875,954.48076725006103515625,-816.9000446796417236328125,-342.64659881591796875,-670.855343341827392578125
1,1778326523,2,216802cf-5126-4a54-8487-c905b5426a04,1778326525,1778326531,6,.tests/optimization_example_all_float  --x=-936.56586855649948120117 --y=876.0261144489049911499 --z=880.6376717984676361084 --a=809.51383151113986968994,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-30612427.6256324015557765960693359375,-936.565868556499481201171875,876.02611444890499114990234375,880.6376717984676361083984375,809.51383151113986968994140625


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

Current git-hash: 7d04f3b04cc038a14898910e7a1fde53755e73b2 (last fully tested stable version 2 commits ago [af4d9dc63de58ad2f202b26f252819cc15e559b1, 9302])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 11:35:10] 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: 1659555d-3568-4e6f-921c-98da7cb77309
 _____                 _ _____       _   _____ 
|  _  |               (_)  _  |     | | / __  \
| | | |_ __ ___  _ __  _| | | |_ __ | |_`' / /'
| | | | '_ ` _ \| '_ \| | | | | '_ \| __| / /  
\ \_/ / | | | | | | | | \ \_/ / |_) | |_./ /___
 \___/|_| |_| |_|_| |_|_|\___/| .__/ \__\_____/
                              | |              
                              |_|              

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=129 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -936.5658685564995 │ 876.026114448905 │ 880.6376717984676 │ 809.5138315111399 │ -30612427.6256324 │
└────────────────────┴──────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │   0.462 │    1 │        0.462 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.243 │      │              │
│    Median │   0.243 │      │              │
│     Total │   0.485 │      │              │
│       Max │   0.462 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.117 │    1 │        0.117 │
│       2 │   0.065 │    1 │        0.065 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.091 │      │              │
│  Median │   0.091 │      │              │
│   Total │   0.182 │      │              │
│     Max │   0.117 │      │              │
│     Min │   0.065 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-05-09 11:35:12 (216802cf-5126-4a54-8487-c905b5426a04): SOBOL, Started OmniOpt2 run...
2026-05-09 11:35:13 (216802cf-5126-4a54-8487-c905b5426a04): SOBOL, getting new HP set (no sbatch)
2026-05-09 11:35:13 (216802cf-5126-4a54-8487-c905b5426a04): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-09 11:35:13 (216802cf-5126-4a54-8487-c905b5426a04): SOBOL, eval #1/1 start                    
2026-05-09 11:35:13 (216802cf-5126-4a54-8487-c905b5426a04): SOBOL, starting new job                   
2026-05-09 11:35:13 (216802cf-5126-4a54-8487-c905b5426a04): SOBOL, started new job                    
2026-05-09 11:35:22 (216802cf-5126-4a54-8487-c905b5426a04): SOBOL, new result: RESULT: -21528927.936416
2026-05-09 11:35:23 (216802cf-5126-4a54-8487-c905b5426a04): SOBOL, best RESULT: -21528927.9364162, finishing jobs, finished 1 job
2026-05-09 11:35:23 (216802cf-5126-4a54-8487-c905b5426a04): BOTORCH_MODULAR, best RESULT: -21528927.9364162, getting new HP set (no sbatch)
2026-05-09 11:35:23 (216802cf-5126-4a54-8487-c905b5426a04): BOTORCH_MODULAR, best RESULT: -21528927.9364162, requested 1 jobs, got 1, 0.46 s/job
2026-05-09 11:35:23 (216802cf-5126-4a54-8487-c905b5426a04): BOTORCH_MODULAR, best RESULT: -21528927.9364162, eval #1/1 start                    
2026-05-09 11:35:23 (216802cf-5126-4a54-8487-c905b5426a04): BOTORCH_MODULAR, best RESULT: -21528927.9364162, starting new job                   
2026-05-09 11:35:23 (216802cf-5126-4a54-8487-c905b5426a04): BOTORCH_MODULAR, best RESULT: -21528927.9364162, started new job                    
2026-05-09 11:35:32 (216802cf-5126-4a54-8487-c905b5426a04): BOTORCH_MODULAR, best RESULT: -21528927.9364162, new result: RESULT: -30612427.625632
2026-05-09 11:35:34 (216802cf-5126-4a54-8487-c905b5426a04): BOTORCH_MODULAR, best RESULT: -30612427.6256324, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.117 │    1 │        0.117 │
│       2 │   0.065 │    1 │        0.065 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.091 │      │              │
│  Median │   0.091 │      │              │
│   Total │   0.182 │      │              │
│     Max │   0.117 │      │              │
│     Min │   0.065 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.462 │    1 │        0.462 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.243 │      │              │
│    Median │   0.243 │      │              │
│     Total │   0.485 │      │              │
│       Max │   0.462 │      │              │
│       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
1778326511,741.12890625,28.2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-30612427.6256	-21528927.9364	-26070677.781	4541749.8446	2
x	-936.5659	954.4808	8.9574	945.5233	2
y	-816.9	876.0261	29.563	846.4631	2
z	-342.6466	880.6377	268.9955	611.6421	2
a	-670.8553	809.5138	69.3292	740.1846	2

submitit INFO (2026-05-09 11:35:13,350) - Starting with JobEnvironment(job_id=143970, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-09 11:35:13,350) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/143970/143970_submitted.pkl
Trial-Index: 0

Parameters: {"x": 954.480767250061, "y": -816.9000446796417, "z": -342.64659881591797, "a": -670.8553433418274}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=954.48076725006103515625 --y=-816.90004467964172363281 --z=-342.64659881591796875 --a=-670.85534334182739257812 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1778323701.2196817
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778325869.1923354
Last modification: 1778323701.2196817
Hostname: runnervmrc6n4
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=954.48076725006103515625 --y=-816.90004467964172363281 --z=-342.64659881591796875 --a=-670.85534334182739257812 
stdout:
 x: 954.48076725006103515625
y: -816.90004467964172363281
z: -342.64659881591796875
a: -670.85534334182739257812
RESULT: -21528927.9364162

stderr was empty
Result: {'RESULT': -21528927.9364162}
Final-results: {'RESULT': -21528927.9364162}
EXIT_CODE: 0
submitit INFO (2026-05-09 11:35:20,837) - Job completed successfully
submitit INFO (2026-05-09 11:35:20,837) - Exiting after successful completion