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	2.2913034718	-40	-62.88352608680725	10	4	1.0363763448

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

2025-11-20 13:56:20 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: e8b966481b7c63b3afbb5668a6b9c3f81d828fc6 (9088-1-ge8b966481)

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,1.036376344800000071089129960455,2.291303471800000046698642108822,-40,-62.8835260868072509765625,10,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.832349007599999968221027302206,2.966224205500000099533508546301,-79,-5.57656864635646343231201171875,-98,1
2,1763646950,2,e1262507-e251-459a-8ec5-6d21d16e3a90,1763646952,1763646958,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='4'  --int_param_two='-32' --nr_results=2,0,,runnervmg1sw1,10,-32,-100,4,2_0,COMPLETED,BOTORCH_MODULAR,1.218587802100000061500395531766,2.335100872099999946840398479253,10,-100,-32,4
3,1763646966,2,e1262507-e251-459a-8ec5-6d21d16e3a90,1763646968,1763646974,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='4'  --int_param_two='10' --nr_results=2,0,,runnervmg1sw1,10,10,10,4,3_0,COMPLETED,BOTORCH_MODULAR,1.23956102512693999706527847593,2.833697178724349896583589725196,10,10,10,4


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

Current git-hash: e8b966481b7c63b3afbb5668a6b9c3f81d828fc6 (last fully tested stable version 1 commit ago [e16cc47f68741e1b27528fd70f714f7e1341746b, 9088])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 13:55:43] 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: 6b15c60a-9acf-4469-9c81-3b9ed4e4861e
  ______   .___  ___. .__   __.  __    ______   .______   .___________.___   
 /  __  \  |   \/   | |  \ |  | |  |  /  __  \  |   _  \  |           |__ \  
|  |  |  | |  \  /  | |   \|  | |  | |  |  |  | |  |_)  | `---|  |----`  ) | 
|  |  |  | |  |\/|  | |  . `  | |  | |  |  |  | |   ___/      |  |      / /  
|  `--'  | |  |  |  | |  |\   | |  | |  `--'  | |  |          |  |     / /_  
 \______/  |__|  |__| |__| \__| |__|  \______/  | _|          |__|    |____| 
                                                                             

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=233 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      │    -40    │ -62.88352608680725 │      10       │      4       │ 1.0363763448 │ 2.2913034718 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-20 13:55:48 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-20 13:55:50 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-20 13:55:50 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, requested 1 jobs, got 1, 2.38 s/job
2025-11-20 13:55:50 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-20 13:55:50 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, starting new job                   
2025-11-20 13:55:50 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, started new job                    
2025-11-20 13:55:59 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, new result: RESULT1: 1.218588, RESULT2: 2.335101
2025-11-20 13:56:04 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job          
2025-11-20 13:56:06 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)          
2025-11-20 13:56:06 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 2.25 s/job     
2025-11-20 13:56:06 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, 3 done, eval #1/1 start                         
2025-11-20 13:56:06 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, 3 done, starting new job                        
2025-11-20 13:56:06 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, 3 done, started new job                         
2025-11-20 13:56:15 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.239561, RESULT2: 2.833697
2025-11-20 13:56:20 (e1262507-e251-459a-8ec5-6d21d16e3a90): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.228 │    1 │        0.228 │
│       2 │   0.113 │    1 │        0.113 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.171 │      │              │
│  Median │   0.171 │      │              │
│   Total │   0.341 │      │              │
│     Max │   0.228 │      │              │
│     Min │   0.113 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   2.376 │    1 │        2.376 │
│         2 │   2.254 │    1 │        2.254 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   2.315 │      │              │
│    Median │   2.315 │      │              │
│     Total │   4.629 │      │              │
│       Max │   2.376 │      │              │
│       Min │   2.254 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1763646944,780.140625,27.1

`RESULT1` (goal: minimize)

Best value: 1.0363763448
Achieved at:
- RESULT2 = 2.2913034718
- int_param = -40
- float_param = -62.883526086807
- int_param_two = 10
- choice_param = 4

`RESULT2` (goal: minimize)

Best value: 2.2913034718
Achieved at:
- RESULT1 = 1.0363763448
- int_param = -40
- float_param = -62.883526086807
- int_param_two = 10
- choice_param = 4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	10	10	10	0	2
OO_Info_int_param_two	-32	10	-11	21	2
OO_Info_float_param	-100	10	-45	55	2
OO_Info_choice_param	4	4	4	0	2
RESULT1	1.0364	1.8323	1.3317	0.2996	4
RESULT2	2.2913	2.9662	2.6066	0.2975	4
int_param	-79	10	-24.75	37.3857	4
float_param	-100	10	-39.615	44.1815	4
int_param_two	-98	10	-27.5	44.1673	4
choice_param	1	4	3.25	1.299	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 (2025-11-20 13:55:51,091) - Starting with JobEnvironment(job_id=171053, hostname=runnervmg1sw1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-20 13:55:51,091) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/171053/171053_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": 10, "float_param": -100.0, "int_param_two": -32, "choice_param": 4}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='4'  --int_param_two='-32' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1763643177.657423
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1763643520.1103632
Last modification: 1763643177.657423
Hostname: runnervmg1sw1
========
DEBUG INFOS END

./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='4'  --int_param_two='-32' --nr_results=2 
stdout:
 OO-Info: int_param: 10
OO-Info: int_param_two: -32
OO-Info: float_param: -100
OO-Info: choice_param: 4
RESULT1: 1.21858780209823
RESULT2: 2.33510087206693

stderr was empty
Result: {'RESULT1': 1.21858780209823, 'RESULT2': 2.33510087206693}
Final-results: {'RESULT1': 1.21858780209823, 'RESULT2': 2.33510087206693}
EXIT_CODE: 0
submitit INFO (2025-11-20 13:55:58,640) - Job completed successfully
submitit INFO (2025-11-20 13:55:58,641) - Exiting after successful completion