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
620.9608800709248	-939.7960249334574	-678.8322739303112	-988.3053302764893	-27241413.0289256

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

2026-05-06 06:59:35 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): BOTORCH_MODULAR, best RESULT: -27241413.0289256, finishing jobs, finished 1 job

Git-Version

Commit: 6efe9b5645abb6a4e0471dd42a96833aed7eb7e7 (9290-2-g6efe9b564)

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
0,1778050754,2,f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b,1778050756,1778050762,6,.tests/optimization_example_all_float  --x=-722.51042723655700683594 --y=253.64315509796142578125 --z=653.60414981842041015625 --a=822.07524776458740234375,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-16807188.739467598497867584228515625,-722.5104272365570068359375,253.64315509796142578125,653.60414981842041015625,822.07524776458740234375
1,1778050765,2,f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b,1778050767,1778050773,6,.tests/optimization_example_all_float  --x=620.96088007092475891113 --y=-939.79602493345737457275 --z=-678.83227393031120300293 --a=-988.3053302764892578125,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-27241413.0289256013929843902587890625,620.9608800709247589111328125,-939.79602493345737457275390625,-678.8322739303112030029296875,-988.3053302764892578125


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

Current git-hash: 6efe9b5645abb6a4e0471dd42a96833aed7eb7e7 (last fully tested stable version 2 commits ago [997d0a84c9f3676ab83077d5b431c1fe7626cc5c, 9290])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-06 06:59:12] 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: cb094347-f5b2-4833-a932-067f7a5c3496
  _________________________________________________
 /                                                 \
| OmniOpt2 - Open the third eye of optimization – t |
| he truth is in the numbers.                       |
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                                                    \-  --__/   ___/\  XXXXXX            /  ___--/=
                                                     \-\    ___/    XXXXXX              '--- XXXXXX
                                                        \-\/XXX\ XXXXXX                      /XXXXX
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                                                             \XXXXX--__/              __-- XXXX/
                                                              -XXXXXXXX---------------  XXXXXX-
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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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=84 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 620.9608800709248 │ -939.7960249334574 │ -678.8322739303112 │ -988.3053302764893 │ -27241413.0289256 │
└───────────────────┴────────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │   0.453 │    1 │        0.453 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.239 │      │              │
│    Median │   0.239 │      │              │
│     Total │   0.477 │      │              │
│       Max │   0.453 │      │              │
│       Min │   0.024 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.119 │    1 │        0.119 │
│       2 │   0.068 │    1 │        0.068 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.093 │      │              │
│  Median │   0.093 │      │              │
│   Total │   0.187 │      │              │
│     Max │   0.119 │      │              │
│     Min │   0.068 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-05-06 06:59:14 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): SOBOL, Started OmniOpt2 run...
2026-05-06 06:59:14 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): SOBOL, getting new HP set (no sbatch)
2026-05-06 06:59:14 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-06 06:59:14 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): SOBOL, eval #1/1 start                    
2026-05-06 06:59:14 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): SOBOL, starting new job                   
2026-05-06 06:59:14 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): SOBOL, started new job                    
2026-05-06 06:59:23 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): SOBOL, new result: RESULT: -16807188.739468
2026-05-06 06:59:24 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): SOBOL, best RESULT: -16807188.7394676, finishing jobs, finished 1 job
2026-05-06 06:59:25 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): BOTORCH_MODULAR, best RESULT: -16807188.7394676, getting new HP set (no sbatch)
2026-05-06 06:59:25 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): BOTORCH_MODULAR, best RESULT: -16807188.7394676, requested 1 jobs, got 1, 0.45 s/job
2026-05-06 06:59:25 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): BOTORCH_MODULAR, best RESULT: -16807188.7394676, eval #1/1 start                    
2026-05-06 06:59:25 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): BOTORCH_MODULAR, best RESULT: -16807188.7394676, starting new job                   
2026-05-06 06:59:25 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): BOTORCH_MODULAR, best RESULT: -16807188.7394676, started new job                    
2026-05-06 06:59:34 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): BOTORCH_MODULAR, best RESULT: -16807188.7394676, new result: RESULT: -27241413.028926
2026-05-06 06:59:35 (f0d7d5a2-3b6f-4fb9-b7da-b080401bde9b): BOTORCH_MODULAR, best RESULT: -27241413.0289256, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.119 │    1 │        0.119 │
│       2 │   0.068 │    1 │        0.068 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.093 │      │              │
│  Median │   0.093 │      │              │
│   Total │   0.187 │      │              │
│     Max │   0.119 │      │              │
│     Min │   0.068 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.024 │    1 │        0.024 │
│         2 │   0.453 │    1 │        0.453 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.239 │      │              │
│    Median │   0.239 │      │              │
│     Total │   0.477 │      │              │
│       Max │   0.453 │      │              │
│       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
1778050753,740.84765625,28.3

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-27241413.0289	-16807188.7395	-22024300.8842	5217112.1447	2
x	-722.5104	620.9609	-50.7748	671.7357	2
y	-939.796	253.6432	-343.0764	596.7196	2
z	-678.8323	653.6041	-12.6141	666.2182	2
a	-988.3053	822.0752	-83.115	905.1903	2

submitit INFO (2026-05-06 06:59:15,139) - Starting with JobEnvironment(job_id=121551, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-06 06:59:15,139) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/121551/121551_submitted.pkl
Trial-Index: 0

Parameters: {"x": -722.510427236557, "y": 253.64315509796143, "z": 653.6041498184204, "a": 822.0752477645874}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-722.51042723655700683594 --y=253.64315509796142578125 --z=653.60414981842041015625 --a=822.07524776458740234375 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1778048531.585664
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778050756.623501
Last modification: 1778048531.585664
Hostname: runnervmrc6n4
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-722.51042723655700683594 --y=253.64315509796142578125 --z=653.60414981842041015625 --a=822.07524776458740234375 
stdout:
 x: -722.51042723655700683594
y: 253.64315509796142578125
z: 653.60414981842041015625
a: 822.07524776458740234375
RESULT: -16807188.7394676

stderr was empty
Result: {'RESULT': -16807188.7394676}
Final-results: {'RESULT': -16807188.7394676}
EXIT_CODE: 0
submitit INFO (2026-05-06 06:59:22,645) - Job completed successfully
submitit INFO (2026-05-06 06:59:22,645) - Exiting after successful completion