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
923.000305891037	804.4340461492538	917.9567918181419	-924.1620022803545	-31783560.3171332

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

2025-12-28 15:13:37 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): BOTORCH_MODULAR, best RESULT: -31783560.3171332, finishing jobs, finished 1 job

Git-Version

Commit: aff3754879666970bb5ac65f0492348de2ba3f04 (9176-7-gaff375487)

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
0,1766934795,2,7070d5d7-a723-4dc0-91ab-dae6f2f32a9e,1766934797,1766934803,6,.tests/optimization_example_all_float  --x=-221.64648771286010742188 --y=-544.57265138626098632812 --z=-224.56282377243041992188 --a=-101.63229703903198242188,0,,runnervmh13bl,0_0,COMPLETED,SOBOL,-4168331.463277359958738088607788085938,-221.646487712860107421875,-544.572651386260986328125,-224.562823772430419921875,-101.632297039031982421875
1,1766934806,2,7070d5d7-a723-4dc0-91ab-dae6f2f32a9e,1766934808,1766934814,6,.tests/optimization_example_all_float  --x=923.00030589103698730469 --y=804.43404614925384521484 --z=917.95679181814193725586 --a=-924.16200228035449981689,0,,runnervmh13bl,1_0,COMPLETED,BOTORCH_MODULAR,-31783560.3171331994235515594482421875,923.0003058910369873046875,804.43404614925384521484375,917.956791818141937255859375,-924.16200228035449981689453125


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

Current git-hash: aff3754879666970bb5ac65f0492348de2ba3f04 (last fully tested stable version 7 commits ago [615815d7faceb30fd81f992ecff2c39b1a8872ef, 9176])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 15:13:11] 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: 077a6a5c-7d0a-4b5d-88b2-1435820e33bc
  _____              _  _____             ______  
 / ___ \            (_)/ ___ \       _   (_____ \ 
| |   | |____  ____  _| |   | |____ | |_   ____) )
| |   | |    \|  _ \| | |   | |  _ \|  _) /_____/ 
| |___| | | | | | | | | |___| | | | | |__ _______ 
 \_____/|_|_|_|_| |_|_|\_____/| ||_/ \___|_______)
                              |_|                 

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=420 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            ┃
┡━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 923.000305891037 │ 804.4340461492538 │ 917.9567918181419 │ -924.1620022803545 │ -31783560.3171332 │
└──────────────────┴───────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │   0.036 │    1 │        0.036 │
│         2 │   0.360 │    1 │        0.360 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.198 │      │              │
│    Median │   0.198 │      │              │
│     Total │   0.396 │      │              │
│       Max │   0.360 │      │              │
│       Min │   0.036 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.229 │    1 │        0.229 │
│       2 │   0.089 │    1 │        0.089 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.159 │      │              │
│  Median │   0.159 │      │              │
│   Total │   0.318 │      │              │
│     Max │   0.229 │      │              │
│     Min │   0.089 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 15:13:15 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): SOBOL, Started OmniOpt2 run...
2025-12-28 15:13:15 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): SOBOL, getting new HP set (no sbatch)
2025-12-28 15:13:15 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2025-12-28 15:13:15 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): SOBOL, eval #1/1 start                    
2025-12-28 15:13:15 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): SOBOL, starting new job                   
2025-12-28 15:13:15 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): SOBOL, started new job                    
2025-12-28 15:13:24 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): SOBOL, new result: RESULT: -4168331.463277
2025-12-28 15:13:26 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): SOBOL, best RESULT: -4168331.46327736, finishing jobs, finished 1 job
2025-12-28 15:13:26 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): BOTORCH_MODULAR, best RESULT: -4168331.46327736, getting new HP set (no sbatch)
2025-12-28 15:13:26 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): BOTORCH_MODULAR, best RESULT: -4168331.46327736, requested 1 jobs, got 1, 0.36 s/job
2025-12-28 15:13:26 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): BOTORCH_MODULAR, best RESULT: -4168331.46327736, eval #1/1 start                    
2025-12-28 15:13:26 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): BOTORCH_MODULAR, best RESULT: -4168331.46327736, starting new job                   
2025-12-28 15:13:26 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): BOTORCH_MODULAR, best RESULT: -4168331.46327736, started new job                    
2025-12-28 15:13:35 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): BOTORCH_MODULAR, best RESULT: -4168331.46327736, new result: RESULT: -31783560.317133
2025-12-28 15:13:37 (7070d5d7-a723-4dc0-91ab-dae6f2f32a9e): BOTORCH_MODULAR, best RESULT: -31783560.3171332, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.229 │    1 │        0.229 │
│       2 │   0.089 │    1 │        0.089 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.159 │      │              │
│  Median │   0.159 │      │              │
│   Total │   0.318 │      │              │
│     Max │   0.229 │      │              │
│     Min │   0.089 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.036 │    1 │        0.036 │
│         2 │   0.360 │    1 │        0.360 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.198 │      │              │
│    Median │   0.198 │      │              │
│     Total │   0.396 │      │              │
│       Max │   0.360 │      │              │
│       Min │   0.036 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1766934793,782.54296875,27.1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-31783560.3171	-4168331.4633	-17975945.8902	13807614.4269	2
x	-221.6465	923.0003	350.6769	572.3234	2
y	-544.5727	804.434	129.9307	674.5033	2
z	-224.5628	917.9568	346.697	571.2598	2
a	-924.162	-101.6323	-512.8971	411.2649	2

submitit INFO (2025-12-28 15:13:16,138) - Starting with JobEnvironment(job_id=127843, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 15:13:16,138) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/127843/127843_submitted.pkl
Trial-Index: 0

Parameters: {"x": -221.6464877128601, "y": -544.572651386261, "z": -224.56282377243042, "a": -101.63229703903198}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-221.64648771286010742188 --y=-544.57265138626098632812 --z=-224.56282377243041992188 --a=-101.63229703903198242188 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1766931941.946543
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766934065.4110067
Last modification: 1766931941.946543
Hostname: runnervmh13bl
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-221.64648771286010742188 --y=-544.57265138626098632812 --z=-224.56282377243041992188 --a=-101.63229703903198242188 
stdout:
 x: -221.64648771286010742188
y: -544.57265138626098632812
z: -224.56282377243041992188
a: -101.63229703903198242188
RESULT: -4168331.46327736

stderr was empty
Result: {'RESULT': -4168331.46327736}
Final-results: {'RESULT': -4168331.46327736}
EXIT_CODE: 0
submitit INFO (2025-12-28 15:13:23,648) - Job completed successfully
submitit INFO (2025-12-28 15:13:23,648) - Exiting after successful completion