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
-736.0627241432667	798.0213407427073	975.4878245294094	951.786020770669	-30183626.5116985

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 05:42:55 (76daba3f-2f4b-4f46-9812-da3d11de51fb): BOTORCH_MODULAR, best RESULT: -30183626.5116985, 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
0,1774762953,2,76daba3f-2f4b-4f46-9812-da3d11de51fb,1774762955,1774762961,6,.tests/optimization_example_all_float  --x=385.1292133331298828125 --y=-487.51223087310791015625 --z=-268.64284276962280273438 --a=-843.30420196056365966797,0,,runnervm19da2,0_0,COMPLETED,SOBOL,-11800710.85261729918420314788818359375,385.1292133331298828125,-487.51223087310791015625,-268.642842769622802734375,-843.30420196056365966796875
1,1774762964,2,76daba3f-2f4b-4f46-9812-da3d11de51fb,1774762966,1774762972,6,.tests/optimization_example_all_float  --x=-736.06272414326667785645 --y=798.02134074270725250244 --z=975.48782452940940856934 --a=951.78602077066898345947,0,,runnervm19da2,1_0,COMPLETED,BOTORCH_MODULAR,-30183626.51169849932193756103515625,-736.0627241432666778564453125,798.02134074270725250244140625,975.4878245294094085693359375,951.78602077066898345947265625


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

Current git-hash: e188e113bd67d7034e782e74dc3d1f1b616e1904 (version: 9280)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 03-29 05:42:31] 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: 441e8c00-cb1f-4998-82e6-0230df3cd139
  _________________________________________________
 /                                                 \
| OmniOpt2 - Makes grid search look like it's still |
|  on dial-up.                                      |
 \                                                 /
  =================================================
                                                         \
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                                                            \
                                                             /- _  `-/  '
                                                            (/\/ \ \   /\
                                                            / /   | `    \
                                                            O 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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=43 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -736.0627241432667 │ 798.0213407427073 │ 975.4878245294094 │ 951.786020770669 │ -30183626.5116985 │
└────────────────────┴───────────────────┴───────────────────┴──────────────────┴───────────────────┘
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 │   0.293 │    1 │        0.293 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.158 │      │              │
│    Median │   0.158 │      │              │
│     Total │   0.316 │      │              │
│       Max │   0.293 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.117 │    1 │        0.117 │
│       2 │   0.067 │    1 │        0.067 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.092 │      │              │
│  Median │   0.092 │      │              │
│   Total │   0.184 │      │              │
│     Max │   0.117 │      │              │
│     Min │   0.067 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-03-29 05:42:33 (76daba3f-2f4b-4f46-9812-da3d11de51fb): SOBOL, Started OmniOpt2 run...
2026-03-29 05:42:33 (76daba3f-2f4b-4f46-9812-da3d11de51fb): SOBOL, getting new HP set (no sbatch)
2026-03-29 05:42:33 (76daba3f-2f4b-4f46-9812-da3d11de51fb): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-03-29 05:42:33 (76daba3f-2f4b-4f46-9812-da3d11de51fb): SOBOL, eval #1/1 start                    
2026-03-29 05:42:33 (76daba3f-2f4b-4f46-9812-da3d11de51fb): SOBOL, starting new job                   
2026-03-29 05:42:34 (76daba3f-2f4b-4f46-9812-da3d11de51fb): SOBOL, started new job                    
2026-03-29 05:42:43 (76daba3f-2f4b-4f46-9812-da3d11de51fb): SOBOL, new result: RESULT: -11800710.852617
2026-03-29 05:42:44 (76daba3f-2f4b-4f46-9812-da3d11de51fb): SOBOL, best RESULT: -11800710.8526173, finishing jobs, finished 1 job
2026-03-29 05:42:44 (76daba3f-2f4b-4f46-9812-da3d11de51fb): BOTORCH_MODULAR, best RESULT: -11800710.8526173, getting new HP set (no sbatch)
2026-03-29 05:42:44 (76daba3f-2f4b-4f46-9812-da3d11de51fb): BOTORCH_MODULAR, best RESULT: -11800710.8526173, requested 1 jobs, got 1, 0.29 s/job
2026-03-29 05:42:44 (76daba3f-2f4b-4f46-9812-da3d11de51fb): BOTORCH_MODULAR, best RESULT: -11800710.8526173, eval #1/1 start                    
2026-03-29 05:42:44 (76daba3f-2f4b-4f46-9812-da3d11de51fb): BOTORCH_MODULAR, best RESULT: -11800710.8526173, starting new job                   
2026-03-29 05:42:44 (76daba3f-2f4b-4f46-9812-da3d11de51fb): BOTORCH_MODULAR, best RESULT: -11800710.8526173, started new job                    
2026-03-29 05:42:54 (76daba3f-2f4b-4f46-9812-da3d11de51fb): BOTORCH_MODULAR, best RESULT: -11800710.8526173, new result: RESULT: -30183626.511698
2026-03-29 05:42:55 (76daba3f-2f4b-4f46-9812-da3d11de51fb): BOTORCH_MODULAR, best RESULT: -30183626.5116985, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.117 │    1 │        0.117 │
│       2 │   0.067 │    1 │        0.067 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.092 │      │              │
│  Median │   0.092 │      │              │
│   Total │   0.184 │      │              │
│     Max │   0.117 │      │              │
│     Min │   0.067 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.023 │    1 │        0.023 │
│         2 │   0.293 │    1 │        0.293 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.158 │      │              │
│    Median │   0.158 │      │              │
│     Total │   0.316 │      │              │
│       Max │   0.293 │      │              │
│       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
1774762951,740.578125,28.5

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-30183626.5117	-11800710.8526	-20992168.6822	9191457.8295	2
x	-736.0627	385.1292	-175.4668	560.596	2
y	-487.5122	798.0213	155.2546	642.7668	2
z	-268.6428	975.4878	353.4225	622.0653	2
a	-843.3042	951.786	54.2409	897.5451	2

submitit INFO (2026-03-29 05:42:34,306) - Starting with JobEnvironment(job_id=122071, hostname=runnervm19da2, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-03-29 05:42:34,306) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/122071/122071_submitted.pkl
Trial-Index: 0

Parameters: {"x": 385.1292133331299, "y": -487.5122308731079, "z": -268.6428427696228, "a": -843.3042019605637}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=385.1292133331298828125 --y=-487.51223087310791015625 --z=-268.64284276962280273438 --a=-843.30420196056365966797 
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=385.1292133331298828125 --y=-487.51223087310791015625 --z=-268.64284276962280273438 --a=-843.30420196056365966797 
stdout:
 x: 385.1292133331298828125
y: -487.51223087310791015625
z: -268.64284276962280273438
a: -843.30420196056365966797
RESULT: -11800710.8526173

stderr was empty
Result: {'RESULT': -11800710.8526173}
Final-results: {'RESULT': -11800710.8526173}
EXIT_CODE: 0
submitit INFO (2026-03-29 05:42:41,785) - Job completed successfully
submitit INFO (2026-03-29 05:42:41,785) - Exiting after successful completion