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
-633.5963755846024	-886.8603594601154	815.7058134675026	-975.89853964746	-28207594.8442272

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

2025-11-04 18:19:37 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): BOTORCH_MODULAR, best RESULT: -28207594.8442272, finishing jobs, finished 1 job

Git-Version

Commit: fec5d58fa5ec24fe05b8c00277465cf7337d39f5 (9063-4-gfec5d58fa)

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
0,1762280354,2,ff12d6cc-0ef7-4c4a-aeeb-78116247873f,1762280356,1762280363,7,.tests/optimization_example_all_float  --x=466.449260711669921875 --y=150.11775493621826171875 --z=-405.87741136550903320312 --a=450.996875762939453125,0,,runnervmf2e7y,0_0,COMPLETED,SOBOL,-6023024.09318812005221843719482421875,466.449260711669921875,150.11775493621826171875,-405.877411365509033203125,450.996875762939453125
1,1762280366,2,ff12d6cc-0ef7-4c4a-aeeb-78116247873f,1762280368,1762280374,6,.tests/optimization_example_all_float  --x=-633.59637558460235595703 --y=-886.86035946011543273926 --z=815.70581346750259399414 --a=-975.89853964745998382568,0,,runnervmf2e7y,1_0,COMPLETED,BOTORCH_MODULAR,-28207594.8442271985113620758056640625,-633.59637558460235595703125,-886.8603594601154327392578125,815.705813467502593994140625,-975.89853964745998382568359375


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

Current git-hash: fec5d58fa5ec24fe05b8c00277465cf7337d39f5 (last fully tested stable version 4 commits ago [4a28738a034158e648d88394b7c99e219886729f, 9063])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 18:19:11] 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: 8d249abc-e8cc-46a4-9d90-ffd5d008ce46
 .88888.                      oo  .88888.             dP   d8888b. 
d8'   `8b                        d8'   `8b            88       `88 
88     88 88d8b.d8b. 88d888b. dP 88     88 88d888b. d8888P .aaadP' 
88     88 88'`88'`88 88'  `88 88 88     88 88'  `88   88   88'     
Y8.   .8P 88  88  88 88    88 88 Y8.   .8P 88.  .88   88   88.     
 `8888P'  dP  dP  dP dP    dP dP  `8888P'  88Y888P'   dP   Y88888P 
                                           88                      
                                           dP                      

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=141 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -633.5963755846024 │ -886.8603594601154 │ 815.7058134675026 │ -975.89853964746 │ -28207594.8442272 │
└────────────────────┴────────────────────┴───────────────────┴──────────────────┴───────────────────┘
Not printing sixel graphics in CI
                                Runtime Infos                                 
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time  ┃ Max time  ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│           2           │ 6.00 sec  │ 7.00 sec  │   6.50 sec   │  6.50 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.014 │    1 │        0.014 │
│         2 │   0.420 │    1 │        0.420 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.217 │      │              │
│    Median │   0.217 │      │              │
│     Total │   0.434 │      │              │
│       Max │   0.420 │      │              │
│       Min │   0.014 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.218 │    1 │        0.218 │
│       2 │   0.084 │    1 │        0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.151 │      │              │
│  Median │   0.151 │      │              │
│   Total │   0.302 │      │              │
│     Max │   0.218 │      │              │
│     Min │   0.084 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-04 18:19:14 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): SOBOL, Started OmniOpt2 run...
2025-11-04 18:19:14 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): SOBOL, getting new HP set (no sbatch)
2025-11-04 18:19:14 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-04 18:19:14 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): SOBOL, eval #1/1 start                    
2025-11-04 18:19:14 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): SOBOL, starting new job                   
2025-11-04 18:19:15 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): SOBOL, started new job                    
2025-11-04 18:19:24 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): SOBOL, new result: RESULT: -6023024.093188
2025-11-04 18:19:25 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): SOBOL, best RESULT: -6023024.09318812, finishing jobs, finished 1 job
2025-11-04 18:19:26 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): BOTORCH_MODULAR, best RESULT: -6023024.09318812, getting new HP set (no sbatch)
2025-11-04 18:19:26 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): BOTORCH_MODULAR, best RESULT: -6023024.09318812, requested 1 jobs, got 1, 0.42 s/job
2025-11-04 18:19:26 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): BOTORCH_MODULAR, best RESULT: -6023024.09318812, eval #1/1 start                    
2025-11-04 18:19:26 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): BOTORCH_MODULAR, best RESULT: -6023024.09318812, starting new job                   
2025-11-04 18:19:26 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): BOTORCH_MODULAR, best RESULT: -6023024.09318812, started new job                    
2025-11-04 18:19:35 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): BOTORCH_MODULAR, best RESULT: -6023024.09318812, new result: RESULT: -28207594.844227
2025-11-04 18:19:37 (ff12d6cc-0ef7-4c4a-aeeb-78116247873f): BOTORCH_MODULAR, best RESULT: -28207594.8442272, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.218 │    1 │        0.218 │
│       2 │   0.084 │    1 │        0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.151 │      │              │
│  Median │   0.151 │      │              │
│   Total │   0.302 │      │              │
│     Max │   0.218 │      │              │
│     Min │   0.084 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.014 │    1 │        0.014 │
│         2 │   0.420 │    1 │        0.420 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.217 │      │              │
│    Median │   0.217 │      │              │
│     Total │   0.434 │      │              │
│       Max │   0.420 │      │              │
│       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
1762280351,775.83984375,27.1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	7	6.5	0.5	2
RESULT	-28207594.8442	-6023024.0932	-17115309.4687	11092285.3755	2
x	-633.5964	466.4493	-83.5736	550.0228	2
y	-886.8604	150.1178	-368.3713	518.4891	2
z	-405.8774	815.7058	204.9142	610.7916	2
a	-975.8985	450.9969	-262.4508	713.4477	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 (2025-11-04 18:19:15,424) - Starting with JobEnvironment(job_id=140458, hostname=runnervmf2e7y, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 18:19:15,424) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/140458/140458_submitted.pkl
Trial-Index: 0

Parameters: {"x": 466.4492607116699, "y": 150.11775493621826, "z": -405.87741136550903, "a": 450.99687576293945}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=466.449260711669921875 --y=150.11775493621826171875 --z=-405.87741136550903320312 --a=450.996875762939453125 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1762277910.5820878
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762280356.9972496
Last modification: 1762277910.5820878
Hostname: runnervmf2e7y
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=466.449260711669921875 --y=150.11775493621826171875 --z=-405.87741136550903320312 --a=450.996875762939453125 
stdout:
 x: 466.449260711669921875
y: 150.11775493621826171875
z: -405.87741136550903320312
a: 450.996875762939453125
RESULT: -6023024.09318812

stderr was empty
Result: {'RESULT': -6023024.09318812}
Final-results: {'RESULT': -6023024.09318812}
EXIT_CODE: 0
submitit INFO (2025-11-04 18:19:23,013) - Job completed successfully
submitit INFO (2025-11-04 18:19:23,013) - Exiting after successful completion