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
nan	nan	nan	nan	2.1164130758	-84	-74.7735521197319	-46	16	1.0778596355

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

2026-01-04 11:26:07 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 17490ac6efe4d73318824c31d8ab32d7a8875a52 (9213-5-g17490ac6e)

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,1.077859635500000079488813753414,2.116413075800000154202962221461,-84,-74.773552119731903076171875,-46,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.340575327699999874653258302715,2.576279637299999869526345719351,2,1.67741641092179016858665363543,-3,8
2,1767525928,2,6799c669-8623-43d2-996c-54f215ffd422,1767525930,1767525936,6,./.tests/optimization_example --int_param='-54' --float_param='-100' --choice_param='16'  --int_param_two='-100' --nr_results=2,0,,runnervmdwttx,-54,-100,-100,16,2_0,COMPLETED,BOTORCH_MODULAR,1.485304932200000038733378460165,2.457798127400000254283440881409,-54,-100,-100,16
3,1767525954,2,6799c669-8623-43d2-996c-54f215ffd422,1767525956,1767525962,6,./.tests/optimization_example --int_param='-100' --float_param='-68.62571410835671770201' --choice_param='16'  --int_param_two='-29' --nr_results=2,0,,runnervmdwttx,-100,-29,-68.625714108356717702008609194309,16,3_0,COMPLETED,BOTORCH_MODULAR,1.241974378544000057189578001271,2.362848577878569944488162946072,-100,-68.625714108356717702008609194309,-29,16


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

Current git-hash: 17490ac6efe4d73318824c31d8ab32d7a8875a52 (last fully tested stable version 5 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 11:25:21] 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: f6ce26cc-84d4-428a-9a46-87066e3c25ac
 _____                           _____           __       ___     
/\  __`\                      __/\  __`\        /\ \__  /'___`\   
\ \ \/\ \    ___ ___     ___ /\_\ \ \/\ \  _____\ \ ,_\/\_\ /\ \  
 \ \ \ \ \ /' __` __`\ /' _ `\/\ \ \ \ \ \/\ '__`\ \ \/\/_/// /__ 
  \ \ \_\ \/\ \/\ \/\ \/\ \/\ \ \ \ \ \_\ \ \ \L\ \ \ \_  // /_\ \
   \ \_____\ \_\ \_\ \_\ \_\ \_\ \_\ \_____\ \ ,__/\ \__\/\______/
    \/_____/\/_/\/_/\/_/\/_/\/_/\/_/\/_____/\ \ \/  \/__/\/_____/ 
                                             \ \_\                
                                              \/_/                

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=529 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      │    -84    │ -74.7735521197319 │      -46      │      16      │ 1.0778596355 │ 2.1164130758 │
└─────────────┴───────────┴───────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-01-04 11:25:27 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-01-04 11:25:28 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-01-04 11:25:28 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.97 s/job
2026-01-04 11:25:28 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, eval #1/1 start                    
2026-01-04 11:25:28 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, starting new job                   
2026-01-04 11:25:29 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, started new job                    
2026-01-04 11:25:38 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, new result: RESULT1: 1.485305, RESULT2: 2.457798
2026-01-04 11:25:53 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job          
2026-01-04 11:25:54 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)          
2026-01-04 11:25:54 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 0.92 s/job     
2026-01-04 11:25:54 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, 3 done, eval #1/1 start                         
2026-01-04 11:25:54 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, 3 done, starting new job                        
2026-01-04 11:25:54 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, 3 done, started new job                         
2026-01-04 11:26:03 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.241974, RESULT2: 2.362849
2026-01-04 11:26:07 (6799c669-8623-43d2-996c-54f215ffd422): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.106 │    1 │        0.106 │
│       2 │   0.091 │    1 │        0.091 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.099 │      │              │
│  Median │   0.099 │      │              │
│   Total │   0.198 │      │              │
│     Max │   0.106 │      │              │
│     Min │   0.091 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.972 │    1 │        0.972 │
│         2 │   0.923 │    1 │        0.923 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.948 │      │              │
│    Median │   0.948 │      │              │
│     Total │   1.895 │      │              │
│       Max │   0.972 │      │              │
│       Min │   0.923 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1767525922,759.3671875,29.1

`RESULT1` (goal: minimize)

Best value: 1.0778596355
Achieved at:
- RESULT2 = 2.1164130758
- int_param = -84
- float_param = -74.773552119732
- int_param_two = -46
- choice_param = 16

`RESULT2` (goal: minimize)

Best value: 2.1164130758
Achieved at:
- RESULT1 = 1.0778596355
- int_param = -84
- float_param = -74.773552119732
- int_param_two = -46
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-54	-77	23	2
OO_Info_int_param_two	-100	-29	-64.5	35.5	2
OO_Info_float_param	-100	-68.6257	-84.3129	15.6871	2
OO_Info_choice_param	16	16	16	0	2
RESULT1	1.0779	1.4853	1.2864	0.1483	4
RESULT2	2.1164	2.5763	2.3783	0.1691	4
int_param	-100	2	-59	38.8973	4
float_param	-100	1.6774	-60.4305	37.736	4
int_param_two	-100	-3	-44.5	35.5141	4
choice_param	8	16	14	3.4641	4

submitit INFO (2026-01-04 11:25:29,301) - Starting with JobEnvironment(job_id=150777, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-01-04 11:25:29,302) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/150777/150777_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -54, "float_param": -100.0, "int_param_two": -100, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-54' --float_param='-100' --choice_param='16'  --int_param_two='-100' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1767522513.3091872
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1767523174.8789465
Last modification: 1767522513.3091872
Hostname: runnervmdwttx
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-54' --float_param='-100' --choice_param='16'  --int_param_two='-100' --nr_results=2 
stdout:
 OO-Info: int_param: -54
OO-Info: int_param_two: -100
OO-Info: float_param: -100
OO-Info: choice_param: 16
RESULT1: 1.48530493218368
RESULT2: 2.45779812740827

stderr was empty
Result: {'RESULT1': 1.48530493218368, 'RESULT2': 2.45779812740827}
Final-results: {'RESULT1': 1.48530493218368, 'RESULT2': 2.45779812740827}
EXIT_CODE: 0
submitit INFO (2026-01-04 11:25:36,810) - Job completed successfully
submitit INFO (2026-01-04 11:25:36,810) - Exiting after successful completion