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
-37.0	-27.0	8.428126545104675	1.0	2.5907706447	-37	8.428126545104675	-27	1	1.1854151351

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
UNIFORM	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

2026-05-06 12:05:19 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: a2c5908472f90ba58f1892495ab3fc1b720df57f (9294-2-ga2c590847)

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,1.464216518800000033095898288593,2.095814916200000155299676407594,-1,-49.413636624813079833984375,-33,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.365666275499999970932663018175,2.209165048600000069711768446723,-10,-30.325909445729266167290916200727,-24,hallo
2,1778069095,2,054e0d61-6d45-43f1-a92b-638613d38d4f,1778069097,1778069103,6,./.tests/optimization_example --int_param='-37' --float_param='8.42812654510467496038' --choice_param='1'  --int_param_two='-27' --nr_results=2,0,,runnervmrc6n4,-37,-27,8.428126545104674960384727455676,1,2_0,COMPLETED,UNIFORM,1.185415135099999961454386721016,2.590770644700000069349243858596,-37,8.428126545104674960384727455676,-27,1
3,1778069107,1,054e0d61-6d45-43f1-a92b-638613d38d4f,1778069108,1778069114,6,./.tests/optimization_example --int_param='-56' --float_param='3.19802181937954799196' --choice_param='1'  --int_param_two='-80' --nr_results=2,0,,runnervmrc6n4,-56,-80,3.19802181937954799195722443983,1,3_0,COMPLETED,UNIFORM,1.928517742156149905596862481616,2.697083483773409895434269856196,-56,3.19802181937954799195722443983,-80,1


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

Current git-hash: a2c5908472f90ba58f1892495ab3fc1b720df57f (last fully tested stable version 2 commits ago [2beafd4eb7ceada8d47cd0d837df6a623415e22f, 9294])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-06 12:04:53] 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: af112d4a-c46c-4a00-9e39-876672641122
                                                                             
 @@@@@@   @@@@@@@@@@   @@@  @@@  @@@   @@@@@@   @@@@@@@   @@@@@@@   @@@@@@   
@@@@@@@@  @@@@@@@@@@@  @@@@ @@@  @@@  @@@@@@@@  @@@@@@@@  @@@@@@@  @@@@@@@@  
@@!  @@@  @@! @@! @@!  @@!@!@@@  @@!  @@!  @@@  @@!  @@@    @@!         @@@  
!@!  @!@  !@! !@! !@!  !@!!@!@!  !@!  !@!  @!@  !@!  @!@    !@!        @!@   
@!@  !@!  @!! !!@ @!@  @!@ !!@!  !!@  @!@  !@!  @!@@!@!     @!!       !!@    
!@!  !!!  !@!   ! !@!  !@!  !!!  !!!  !@!  !!!  !!@!!!      !!!      !!:     
!!:  !!!  !!:     !!:  !!:  !!!  !!:  !!:  !!!  !!:         !!:     !:!      
:!:  !:!  :!:     :!:  :!:  !:!  :!:  :!:  !:!  :!:         :!:    :!:       
::::: ::  :::     ::    ::   ::   ::  ::::: ::   ::          ::    :: :::::  
 : :  :    :      :    ::    :   :     : :  :    :           :     :: : :::  
                                                                             

omniopt --continue runs/multi_results_2_results_UNIFORM/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1
Continuation from runs/multi_results_2_results_UNIFORM/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_UNIFORM&run_nr=95 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: UNIFORM 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      │    -1     │ -49.41363662481308  │      -33      │    hallo     │ 1.4642165188 │ 2.0958149162 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      1      │    -10    │ -30.325909445729266 │      -24      │    hallo     │ 1.3656662755 │ 2.2091650486 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      2      │    -37    │  8.428126545104675  │      -27      │      1       │ 1.1854151351 │ 2.5907706447 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-05-06 12:04:55 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, Started OmniOpt2 run...
2026-05-06 12:04:55 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, getting new HP set (no sbatch)
2026-05-06 12:04:55 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, requested 1 jobs, got 1, 0.03 s/job
2026-05-06 12:04:55 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, eval #1/1 start                    
2026-05-06 12:04:55 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, starting new job                   
2026-05-06 12:04:56 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, started new job                    
2026-05-06 12:05:05 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, new result: RESULT1: 1.185415, RESULT2: 2.590771
2026-05-06 12:05:07 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, 3 done, finishing jobs, finished 1 job          
2026-05-06 12:05:07 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, 3 done, getting new HP set (no sbatch)          
2026-05-06 12:05:07 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, 3 done, requested 1 jobs, got 1, 0.07 s/job     
2026-05-06 12:05:07 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, 3 done, eval #1/1 start                         
2026-05-06 12:05:07 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, 3 done, starting new job                        
2026-05-06 12:05:07 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, 3 done, started new job                         
2026-05-06 12:05:16 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, 3 done, new result: RESULT1: 1.928518, RESULT2: 2.697083
2026-05-06 12:05:19 (054e0d61-6d45-43f1-a92b-638613d38d4f): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.119 │    1 │        0.119 │
│       2 │   0.095 │    1 │        0.095 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.107 │      │              │
│  Median │   0.107 │      │              │
│   Total │   0.213 │      │              │
│     Max │   0.119 │      │              │
│     Min │   0.095 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.030 │    1 │        0.030 │
│         2 │   0.075 │    1 │        0.075 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.053 │      │              │
│    Median │   0.053 │      │              │
│     Total │   0.105 │      │              │
│       Max │   0.075 │      │              │
│       Min │   0.030 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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_UNIFORM/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
nr_evals_per_arm	1
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
1778069094,744.10546875,28.3

`RESULT1` (goal: minimize)

Best value: 1.1854151351
Achieved at:
- RESULT2 = 2.5907706447
- int_param = -37
- float_param = 8.4281265451047
- int_param_two = -27

`RESULT2` (goal: minimize)

Best value: 2.0958149162
Achieved at:
- RESULT1 = 1.4642165188
- int_param = -1
- float_param = -49.413636624813
- int_param_two = -33

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-56	-37	-46.5	9.5	2
OO_Info_int_param_two	-80	-27	-53.5	26.5	2
OO_Info_float_param	3.198	8.4281	5.8131	2.6151	2
OO_Info_choice_param	1	1	1	0	2
RESULT1	1.1854	1.9285	1.486	0.2744	4
RESULT2	2.0958	2.6971	2.3982	0.2518	4
int_param	-56	-1	-26	21.806	4
float_param	-49.4136	8.4281	-17.0283	23.8892	4
int_param_two	-80	-24	-41	22.7486	4
choice_param	No numerical statistics available

submitit INFO (2026-05-06 12:04:56,240) - Starting with JobEnvironment(job_id=157720, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-06 12:04:56,240) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/157720/157720_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -37, "float_param": 8.428126545104675, "int_param_two": -27, "choice_param": 1}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-37' --float_param='8.42812654510467496038' --choice_param='1'  --int_param_two='-27' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1778065790.4898956
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778066392.9353828
Last modification: 1778065790.4898956
Hostname: runnervmrc6n4
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-37' --float_param='8.42812654510467496038' --choice_param='1'  --int_param_two='-27' --nr_results=2 
stdout:
 OO-Info: int_param: -37
OO-Info: int_param_two: -27
OO-Info: float_param: 8.42812654510467496038
OO-Info: choice_param: 1
RESULT1: 1.18541513507171
RESULT2: 2.5907706446919

stderr was empty
Result: {'RESULT1': 1.18541513507171, 'RESULT2': 2.5907706446919}
Final-results: {'RESULT1': 1.18541513507171, 'RESULT2': 2.5907706446919}
EXIT_CODE: 0
submitit INFO (2026-05-06 12:05:03,717) - Job completed successfully
submitit INFO (2026-05-06 12:05:03,718) - Exiting after successful completion