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
-984.5261573791504	292.2990322113037	-885.7782166451216	989.316513761878	-28256670.8258203

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

2026-03-29 05:54:02 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): BOTORCH_MODULAR, best RESULT: -28256670.8258203, finishing jobs, finished 1 job

Git-Version

Commit: e188e113bd67d7034e782e74dc3d1f1b616e1904 (9280)

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
0,1774763620,2,3d9efdec-64e8-43a2-8d97-680f5567b9ba,1774763622,1774763628,6,.tests/optimization_example_all_float  --x=253.77750396728515625 --y=-164.61426019668579101562 --z=653.85282039642333984375 --a=-102.43302583694458007812,0,,runnervm19da2,0_0,COMPLETED,SOBOL,-5228903.667494270019233226776123046875,253.77750396728515625,-164.614260196685791015625,653.85282039642333984375,-102.433025836944580078125
1,1774763631,2,3d9efdec-64e8-43a2-8d97-680f5567b9ba,1774763633,1774763639,6,.tests/optimization_example_all_float  --x=-984.526157379150390625 --y=292.2990322113037109375 --z=-885.77821664512157440186 --a=989.31651376187801361084,0,,runnervm19da2,1_0,COMPLETED,BOTORCH_MODULAR,-28256670.8258203007280826568603515625,-984.526157379150390625,292.2990322113037109375,-885.77821664512157440185546875,989.31651376187801361083984375


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

Current git-hash: e188e113bd67d7034e782e74dc3d1f1b616e1904 (version: 9280)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 03-29 05:53:37] 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: e46e263b-3e8f-4a53-aa39-c293030dfca9
  __                         __           __ 
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|    | _  _  _    _  _     |    |  _ _|_   / 
|    |/ |/ |/ |  / |/ |  | |    ||/ \_|   /  
 \__/   |  |  |_/  |  |_/|_/\__/ |__/ |_//___
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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=45 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -984.5261573791504 │ 292.2990322113037 │ -885.7782166451216 │ 989.316513761878 │ -28256670.8258203 │
└────────────────────┴───────────────────┴────────────────────┴──────────────────┴───────────────────┘
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 │   0.302 │    1 │        0.302 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.162 │      │              │
│    Median │   0.162 │      │              │
│     Total │   0.325 │      │              │
│       Max │   0.302 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.118 │    1 │        0.118 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.094 │      │              │
│  Median │   0.094 │      │              │
│   Total │   0.187 │      │              │
│     Max │   0.118 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-03-29 05:53:40 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): SOBOL, Started OmniOpt2 run...
2026-03-29 05:53:40 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): SOBOL, getting new HP set (no sbatch)
2026-03-29 05:53:40 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-03-29 05:53:40 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): SOBOL, eval #1/1 start                    
2026-03-29 05:53:40 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): SOBOL, starting new job                   
2026-03-29 05:53:41 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): SOBOL, started new job                    
2026-03-29 05:53:50 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): SOBOL, new result: RESULT: -5228903.667494
2026-03-29 05:53:51 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): SOBOL, best RESULT: -5228903.66749427, finishing jobs, finished 1 job
2026-03-29 05:53:51 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): BOTORCH_MODULAR, best RESULT: -5228903.66749427, getting new HP set (no sbatch)
2026-03-29 05:53:51 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): BOTORCH_MODULAR, best RESULT: -5228903.66749427, requested 1 jobs, got 1, 0.30 s/job
2026-03-29 05:53:51 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): BOTORCH_MODULAR, best RESULT: -5228903.66749427, eval #1/1 start                    
2026-03-29 05:53:51 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): BOTORCH_MODULAR, best RESULT: -5228903.66749427, starting new job                   
2026-03-29 05:53:51 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): BOTORCH_MODULAR, best RESULT: -5228903.66749427, started new job                    
2026-03-29 05:54:01 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): BOTORCH_MODULAR, best RESULT: -5228903.66749427, new result: RESULT: -28256670.825820
2026-03-29 05:54:02 (3d9efdec-64e8-43a2-8d97-680f5567b9ba): BOTORCH_MODULAR, best RESULT: -28256670.8258203, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.118 │    1 │        0.118 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.094 │      │              │
│  Median │   0.094 │      │              │
│   Total │   0.187 │      │              │
│     Max │   0.118 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.302 │    1 │        0.302 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.162 │      │              │
│    Median │   0.162 │      │              │
│     Total │   0.325 │      │              │
│       Max │   0.302 │      │              │
│       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
1774763618,741.41015625,28.4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-28256670.8258	-5228903.6675	-16742787.2467	11513883.5792	2
x	-984.5262	253.7775	-365.3743	619.1518	2
y	-164.6143	292.299	63.8424	228.4566	2
z	-885.7782	653.8528	-115.9627	769.8155	2
a	-102.433	989.3165	443.4417	545.8748	2

submitit INFO (2026-03-29 05:53:41,304) - Starting with JobEnvironment(job_id=144134, hostname=runnervm19da2, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-03-29 05:53:41,304) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/144134/144134_submitted.pkl
Trial-Index: 0

Parameters: {"x": 253.77750396728516, "y": -164.6142601966858, "z": 653.8528203964233, "a": -102.43302583694458}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=253.77750396728515625 --y=-164.61426019668579101562 --z=653.85282039642333984375 --a=-102.43302583694458007812 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1774760611.8411057
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1774762955.761533
Last modification: 1774760611.8411057
Hostname: runnervm19da2
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=253.77750396728515625 --y=-164.61426019668579101562 --z=653.85282039642333984375 --a=-102.43302583694458007812 
stdout:
 x: 253.77750396728515625
y: -164.61426019668579101562
z: 653.85282039642333984375
a: -102.43302583694458007812
RESULT: -5228903.66749427

stderr was empty
Result: {'RESULT': -5228903.66749427}
Final-results: {'RESULT': -5228903.66749427}
EXIT_CODE: 0
submitit INFO (2026-03-29 05:53:48,779) - Job completed successfully
submitit INFO (2026-03-29 05:53:48,779) - Exiting after successful completion