OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	4
Number random steps	2
Number random steps (from arguments)	20
Nr. of workers (parameter)	20
Nr. imported jobs	2

Best RESULT1, min (total: 2 + inserted jobs: 2)

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	RESULT2	int_param	float_param	int_param_two	choice_param	RESULT1
-90.0	-34.0	-72.7927572610186	2.0	2.51103850695969	-90	-72.7927572610186	-34	2	1.24790744700386

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	3	3

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	rangeparameter	-100	10		int	No
float_param	rangeparameter	-100	10		float	No
choice_param	choiceparameter			1, 2, 4, 8, 16, hallo
int_param_two	rangeparameter	-100	10		int	No

Number of evaluations

Failed	Succeeded	Running	Total
0	4	0	4

Result names and types

name	min/max
RESULT1	min
RESULT2	min

Last progressbar status

2025-11-04 18:19:38 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 3c9b2c3e4fec43f6e77ee15f016f780ebb1ff71a (9063-1-g3c9b2c3e4)

trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,arm_name,trial_status,generation_node,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,1.743446964599999926548434814322,2.061686603400000095120958576445,-49,-37.92743265628814697265625,-96,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.295791271399999944335945656348,2.077956758100000023148368200054,-84,-80.368111806268075270054396241903,9,2
2,1762280349,2,3f9704bf-f6ec-4df8-8f3e-98f5fd640aad,1762280351,1762280357,6,./.tests/optimization_example --int_param='7' --float_param='-11.47062677009929032579' --choice_param='4'  --int_param_two='9' --nr_results=2,0,,runnervmf2e7y,7,9,-11.470626770099290325788388145156,4,2_0,COMPLETED,BOTORCH_MODULAR,1.372991559399999950130677461857,2.17806703749999996944097802043,7,-11.470626770099290325788388145156,9,4
3,1762280365,2,3f9704bf-f6ec-4df8-8f3e-98f5fd640aad,1762280367,1762280373,6,./.tests/optimization_example --int_param='-90' --float_param='-72.79275726101859333994' --choice_param='2'  --int_param_two='-34' --nr_results=2,0,,runnervmf2e7y,-90,-34,-72.792757261018593339940707664937,2,3_0,COMPLETED,BOTORCH_MODULAR,1.247907447003860026413235573273,2.511038506959689886599562669289,-90,-72.792757261018593339940707664937,-34,2


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

Current git-hash: 3c9b2c3e4fec43f6e77ee15f016f780ebb1ff71a (last fully tested stable version 1 commit ago [4a28738a034158e648d88394b7c99e219886729f, 9063])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 18:19:04] 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]`.
Using old run's --time: 60
Using old run's --gpus: 0
Using old run's --max_eval: 2
Run-UUID: b586b8b0-f77b-4cf5-a124-1a7c6dfa4e17
  _________________________________________________
 /                                                 \
| OmniOpt2 - Makes grid search look like it's still |
|  on dial-up.                                      |
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  =================================================
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                                                            \@_^_\@'/   \\/_   //    |   \\   \\
                                                            //_^_/     \\/_ //     |    \\    \\
                                                         ( //) |        \\///      |     \\     \\
                                                       ( / /) _|_ /   )  //       |      \\     _\\
                                                     ( // /) '/,_ _ _/  ( ; -.    |    _ _\\.-~        .-~~~^-.
                                                   (( / / )) ,-{        _      `-.|.-~-.           .~         `.
                                                  (( // / ))  '/\\      /                 ~-. _ .-~      .-~^-.  \\
                                                  (( /// ))      `.   {            }                   /      \\  \\
                                                   (( / ))     .----~-.\\        \\-'                 .~         \\  `. \\^-.
                                                              ///.----..>        \\             _ -~             `.  ^-`  ^-_
                                                                ///-._ _ _ _ _ _ _}^ - - - - ~                     ~-- ,.-~
                                                                                                                   /.-~
omniopt --continue runs/multi_results_2_results_BOTORCH_MODULAR/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1
Continuation from runs/multi_results_2_results_BOTORCH_MODULAR/0
You have less --max_eval 2 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BOTORCH_MODULAR&run_nr=133 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 4 steps.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)'  --int_param_two='%(int_param_two)' --nr_results=2

                                           Experiment parameters                                            
┏━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name          ┃ Type            ┃ Lower bound ┃ Upper bound ┃ Values                ┃ Type  ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param     │ rangeparameter  │ -100        │ 10          │                       │ int   │ No         │
│ float_param   │ rangeparameter  │ -100        │ 10          │                       │ float │ No         │
│ choice_param  │ choiceparameter │             │             │ 1, 2, 4, 8, 16, hallo │       │            │
│ int_param_two │ rangeparameter  │ -100        │ 10          │                       │ int   │ No         │
└───────────────┴─────────────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
        Result-Names         
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1     │         min │
│ RESULT2     │         min │
└─────────────┴─────────────┘
Your console does not support sixel-images. Will not print Pareto-frontier as a 
matplotlib-sixel-plot for RESULT1/RESULT2.
                                          Pareto-Front for RESULT1/RESULT2:                                          
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃    float_param     ┃ int_param_two ┃ choice_param ┃     RESULT1      ┃     RESULT2      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      0      │    -49    │ -37.92743265628815 │      -96      │      1       │   1.7434469646   │   2.0616866034   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      1      │    -84    │ -80.36811180626808 │       9       │      2       │   1.2957912714   │   2.0779567581   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    -90    │ -72.7927572610186  │      -34      │      2       │ 1.24790744700386 │ 2.51103850695969 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
                                     Failed Jobs parameters                                     
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description                                                 ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Not printing sixel graphics in CI
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-04 18:19:08 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-04 18:19:09 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-04 18:19:09 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.01 s/job
2025-11-04 18:19:09 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-04 18:19:09 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, starting new job                   
2025-11-04 18:19:09 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, started new job                    
2025-11-04 18:19:18 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, new result: RESULT1: 1.372992, RESULT2: 2.178067
2025-11-04 18:19:22 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job          
2025-11-04 18:19:25 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)          
2025-11-04 18:19:25 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 2.72 s/job     
2025-11-04 18:19:25 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, 3 done, eval #1/1 start                         
2025-11-04 18:19:25 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, 3 done, starting new job                        
2025-11-04 18:19:25 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, 3 done, started new job                         
2025-11-04 18:19:34 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.247907, RESULT2: 2.511039
2025-11-04 18:19:38 (3f9704bf-f6ec-4df8-8f3e-98f5fd640aad): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.218 │    1 │        0.218 │
│       2 │   0.108 │    1 │        0.108 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.163 │      │              │
│  Median │   0.163 │      │              │
│   Total │   0.326 │      │              │
│     Max │   0.218 │      │              │
│     Min │   0.108 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.014 │    1 │        1.014 │
│         2 │   2.717 │    1 │        2.717 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.865 │      │              │
│    Median │   1.865 │      │              │
│     Total │   3.731 │      │              │
│       Max │   2.717 │      │              │
│       Min │   1.014 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	20
max_eval	None
run_program	None
experiment_name	None
mem_gb	1
parameter	None
continue_previous_job	runs/multi_results_2_results_BOTORCH_MODULAR/0
experiment_constraints	None
run_dir	runs
seed	None
verbose_tqdm	False
model	None
gridsearch	False
occ	False
show_sixel_scatter	False
show_sixel_general	False
show_sixel_trial_index_result	False
follow	False
send_anonymized_usage_stats	False
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	False
revert_to_random_when_seemingly_exhausted	True
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	False
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	20
worker_timeout	30
slurm_use_srun	False
time
partition
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
1762280345,777.9765625,27.2

`RESULT1` (goal: minimize)

Best value: 1.2479074470039
Achieved at:
- RESULT2 = 2.5110385069597
- int_param = -90
- float_param = -72.792757261019
- int_param_two = -34
- choice_param = 2

`RESULT2` (goal: minimize)

Best value: 2.0616866034
Achieved at:
- RESULT1 = 1.7434469646
- int_param = -49
- float_param = -37.927432656288
- int_param_two = -96
- choice_param = 1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-90	7	-41.5	48.5	2
OO_Info_int_param_two	-34	9	-12.5	21.5	2
OO_Info_float_param	-72.7928	-11.4706	-42.1317	30.6611	2
OO_Info_choice_param	2	4	3	1	2
RESULT1	1.2479	1.7434	1.415	0.1948	4
RESULT2	2.0617	2.511	2.2072	0.181	4
int_param	-90	7	-54	38.5422	4
float_param	-80.3681	-11.4706	-50.6397	27.7054	4
int_param_two	-96	9	-28	43.0058	4
choice_param	1	4	2.25	1.0897	4

/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 18:19:10,108) - Starting with JobEnvironment(job_id=171568, hostname=runnervmf2e7y, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 18:19:10,108) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/171568/171568_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": 7, "float_param": -11.47062677009929, "int_param_two": 9, "choice_param": 4}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='7' --float_param='-11.47062677009929032579' --choice_param='4'  --int_param_two='9' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762276638.0861034
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762277117.875816
Last modification: 1762276638.0861034
Hostname: runnervmf2e7y
========
DEBUG INFOS END

./.tests/optimization_example --int_param='7' --float_param='-11.47062677009929032579' --choice_param='4'  --int_param_two='9' --nr_results=2 
stdout:
 OO-Info: int_param: 7
OO-Info: int_param_two: 9
OO-Info: float_param: -11.47062677009929032579
OO-Info: choice_param: 4
RESULT1: 1.37299155940218
RESULT2: 2.17806703746052

stderr was empty
Result: {'RESULT1': 1.37299155940218, 'RESULT2': 2.17806703746052}
Final-results: {'RESULT1': 1.37299155940218, 'RESULT2': 2.17806703746052}
EXIT_CODE: 0
submitit INFO (2025-11-04 18:19:17,630) - Job completed successfully
submitit INFO (2025-11-04 18:19:17,631) - Exiting after successful completion