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
-804.6293426305056	804.6414889395237	670.3535690903664	-875.2001039683819	-25124769.5277326

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

2025-11-20 13:53:12 (244eb36b-2067-45bc-95ef-fd811f379d16): BOTORCH_MODULAR, best RESULT: -25124769.5277326, finishing jobs, finished 1 job

Git-Version

Commit: 446fae876e6429c6c99bfdda59df72d5e612ee2a (9086-4-g446fae876)

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
0,1763646768,2,244eb36b-2067-45bc-95ef-fd811f379d16,1763646770,1763646776,6,.tests/optimization_example_all_float  --x=144.67716217041015625 --y=-367.69336462020874023438 --z=-159.36297178268432617188 --a=237.5128269195556640625,0,,runnervmg1sw1,0_0,COMPLETED,SOBOL,-2393363.7642611898481845855712890625,144.67716217041015625,-367.693364620208740234375,-159.362971782684326171875,237.5128269195556640625
1,1763646781,2,244eb36b-2067-45bc-95ef-fd811f379d16,1763646783,1763646789,6,.tests/optimization_example_all_float  --x=-804.62934263050556182861 --y=804.64148893952369689941 --z=670.35356909036636352539 --a=-875.20010396838188171387,0,,runnervmg1sw1,1_0,COMPLETED,BOTORCH_MODULAR,-25124769.5277325995266437530517578125,-804.62934263050556182861328125,804.6414889395236968994140625,670.353569090366363525390625,-875.2001039683818817138671875


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

Current git-hash: 446fae876e6429c6c99bfdda59df72d5e612ee2a (last fully tested stable version 4 commits ago [184950ddc2ff417bb4c0315dffdeac7715a7f11f, 9086])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 13:52:40] 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: 47332c37-1e28-4162-bc50-eb2fce01cbac
 _____                           _____           __       ___     
/\  __`\                      __/\  __`\        /\ \__  /'___`\   
\ \ \/\ \    ___ ___     ___ /\_\ \ \/\ \  _____\ \ ,_\/\_\ /\ \  
 \ \ \ \ \ /' __` __`\ /' _ `\/\ \ \ \ \ \/\ '__`\ \ \/\/_/// /__ 
  \ \ \_\ \/\ \/\ \/\ \/\ \/\ \ \ \ \ \_\ \ \ \L\ \ \ \_  // /_\ \
   \ \_____\ \_\ \_\ \_\ \_\ \_\ \_\ \_____\ \ ,__/\ \__\/\______/
    \/_____/\/_/\/_/\/_/\/_/\/_/\/_/\/_____/\ \ \/  \/__/\/_____/ 
                                             \ \_\                
                                              \/_/                

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=236 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -804.6293426305056 │ 804.6414889395237 │ 670.3535690903664 │ -875.2001039683819 │ -25124769.5277326 │
└────────────────────┴───────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │   0.014 │    1 │        0.014 │
│         2 │   0.423 │    1 │        0.423 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.219 │      │              │
│    Median │   0.219 │      │              │
│     Total │   0.438 │      │              │
│       Max │   0.423 │      │              │
│       Min │   0.014 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.230 │    1 │        0.230 │
│       2 │   0.086 │    1 │        0.086 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.158 │      │              │
│  Median │   0.158 │      │              │
│   Total │   0.316 │      │              │
│     Max │   0.230 │      │              │
│     Min │   0.086 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-20 13:52:47 (244eb36b-2067-45bc-95ef-fd811f379d16): SOBOL, Started OmniOpt2 run...
2025-11-20 13:52:48 (244eb36b-2067-45bc-95ef-fd811f379d16): SOBOL, getting new HP set (no sbatch)
2025-11-20 13:52:48 (244eb36b-2067-45bc-95ef-fd811f379d16): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-20 13:52:48 (244eb36b-2067-45bc-95ef-fd811f379d16): SOBOL, eval #1/1 start                    
2025-11-20 13:52:48 (244eb36b-2067-45bc-95ef-fd811f379d16): SOBOL, starting new job                   
2025-11-20 13:52:48 (244eb36b-2067-45bc-95ef-fd811f379d16): SOBOL, started new job                    
2025-11-20 13:52:57 (244eb36b-2067-45bc-95ef-fd811f379d16): SOBOL, new result: RESULT: -2393363.764261
2025-11-20 13:53:00 (244eb36b-2067-45bc-95ef-fd811f379d16): SOBOL, best RESULT: -2393363.76426119, finishing jobs, finished 1 job
2025-11-20 13:53:00 (244eb36b-2067-45bc-95ef-fd811f379d16): BOTORCH_MODULAR, best RESULT: -2393363.76426119, getting new HP set (no sbatch)
2025-11-20 13:53:00 (244eb36b-2067-45bc-95ef-fd811f379d16): BOTORCH_MODULAR, best RESULT: -2393363.76426119, requested 1 jobs, got 1, 0.42 s/job
2025-11-20 13:53:01 (244eb36b-2067-45bc-95ef-fd811f379d16): BOTORCH_MODULAR, best RESULT: -2393363.76426119, eval #1/1 start                    
2025-11-20 13:53:01 (244eb36b-2067-45bc-95ef-fd811f379d16): BOTORCH_MODULAR, best RESULT: -2393363.76426119, starting new job                   
2025-11-20 13:53:01 (244eb36b-2067-45bc-95ef-fd811f379d16): BOTORCH_MODULAR, best RESULT: -2393363.76426119, started new job                    
2025-11-20 13:53:10 (244eb36b-2067-45bc-95ef-fd811f379d16): BOTORCH_MODULAR, best RESULT: -2393363.76426119, new result: RESULT: -25124769.527733
2025-11-20 13:53:12 (244eb36b-2067-45bc-95ef-fd811f379d16): BOTORCH_MODULAR, best RESULT: -25124769.5277326, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.230 │    1 │        0.230 │
│       2 │   0.086 │    1 │        0.086 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.158 │      │              │
│  Median │   0.158 │      │              │
│   Total │   0.316 │      │              │
│     Max │   0.230 │      │              │
│     Min │   0.086 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.014 │    1 │        0.014 │
│         2 │   0.423 │    1 │        0.423 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.219 │      │              │
│    Median │   0.219 │      │              │
│     Total │   0.438 │      │              │
│       Max │   0.423 │      │              │
│       Min │   0.014 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
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
1763646761,778.25390625,27.1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-25124769.5277	-2393363.7643	-13759066.646	11365702.8817	2
x	-804.6293	144.6772	-329.9761	474.6533	2
y	-367.6934	804.6415	218.4741	586.1674	2
z	-159.363	670.3536	255.4953	414.8583	2
a	-875.2001	237.5128	-318.8436	556.3565	2

/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/submitit/core/plugins.py:24: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  import pkg_resources
submitit INFO (2025-11-20 13:52:48,537) - Starting with JobEnvironment(job_id=162334, hostname=runnervmg1sw1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-20 13:52:48,537) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/162334/162334_submitted.pkl
Trial-Index: 0

Parameters: {"x": 144.67716217041016, "y": -367.69336462020874, "z": -159.36297178268433, "a": 237.51282691955566}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=144.67716217041015625 --y=-367.69336462020874023438 --z=-159.36297178268432617188 --a=237.5128269195556640625 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1763643416.0447059
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1763645907.538894
Last modification: 1763643416.0447059
Hostname: runnervmg1sw1
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=144.67716217041015625 --y=-367.69336462020874023438 --z=-159.36297178268432617188 --a=237.5128269195556640625 
stdout:
 x: 144.67716217041015625
y: -367.69336462020874023438
z: -159.36297178268432617188
a: 237.5128269195556640625
RESULT: -2393363.76426119

stderr was empty
Result: {'RESULT': -2393363.76426119}
Final-results: {'RESULT': -2393363.76426119}
EXIT_CODE: 0
submitit INFO (2025-11-20 13:52:56,177) - Job completed successfully
submitit INFO (2025-11-20 13:52:56,177) - Exiting after successful completion