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
-78.0	-19.0	-92.62783480280595	16.0	2.4691708610000003	-78	-92.62783480280598	-19	16	1.1975857223

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

2025-10-21 08:54:05 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 3bc86dcb6d9e1e752cf34d003103a8f1015b5b05 (8689-6-g3bc86dcb6)

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,1.339889676599999912554039838142,2.26840808760000012256341506145,-81,-78.5100798308849334716796875,-14,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.736132679600000061626019487449,2.793845977000000146972524817102,-68,-23.507157387717100505142298061401,-9,16
2,1761036822,2,b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1,1761036824,1761036830,6,./.tests/optimization_example --int_param='-78' --float_param='-92.62783480280597814271' --choice_param='16'  --int_param_two='-19' --nr_results=2,0,,runnervmwhb2z,-78,-19,-92.627834802805949721005163155496,16,2_0,COMPLETED,UNIFORM,1.197585722299999932971559246653,2.469170861000000272156285063829,-78,-92.627834802805978142714593559504,-19,16
3,1761036834,2,b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1,1761036836,1761036842,6,./.tests/optimization_example --int_param='-29' --float_param='-12.58763482127713473346' --choice_param='8'  --int_param_two='-62' --nr_results=2,0,,runnervmwhb2z,-29,-62,-12.587634821277134733463753946126,8,3_0,COMPLETED,UNIFORM,1.620129902222289919322406603897,2.59369548093261004240162037604,-29,-12.587634821277134733463753946126,-62,8


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

Current git-hash: 3bc86dcb6d9e1e752cf34d003103a8f1015b5b05 (last fully tested stable version 6 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 08:53:40] 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: 2f06c541-f4da-4f30-8d49-51a429b26059
  ______________________________________
| OmniOpt2 - Hyperparameters? Nailed it! |
  ======================================
                                            \
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                                                                 / `.   .' \
                                                         .---.  <    > <    >  .---.
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                                             _____        ~-..-~             ~-..-~
                                            |     |   \~~~\.'                    `./~~~/
                                           ---------   \__/                        \__/
                                          .'  O    \     /               /       \  "
                                         (_____,    `._.'               |         }  \/~~~/
                                          `----.          /       }     |        /    \__/
                                                `-.      |       /      |       /      `. ,~~|
                                                    ~-.__|      /_ - ~ ^|      /- _      `..-'   f:  f:
                                                         |     /        |     /     ~-.     `-. _|| _||_
                                                         |_____|        |_____|         ~ - . _ _ _ _ __>
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=23 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      │    -81    │ -78.51007983088493 │      -14      │      16      │ 1.3398896766 │    2.2684080876    │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────┼────────────────────┤
│      2      │    -78    │ -92.62783480280598 │      -19      │      16      │ 1.1975857223 │ 2.4691708610000003 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴────────────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-10-21 08:53:42 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, Started OmniOpt2 run...
2025-10-21 08:53:42 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, getting new HP set (no sbatch)
2025-10-21 08:53:42 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, requested 1 jobs, got 1, 0.05 s/job
2025-10-21 08:53:42 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, eval #1/1 start                    
2025-10-21 08:53:42 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, starting new job                   
2025-10-21 08:53:42 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, started new job                    
2025-10-21 08:53:51 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, new result: 1.19758572227238       
2025-10-21 08:53:53 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, 3 done, finishing jobs, finished 1 job
2025-10-21 08:53:54 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, 3 done, getting new HP set (no sbatch)
2025-10-21 08:53:54 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, 3 done, requested 1 jobs, got 1, 0.10 s/job
2025-10-21 08:53:54 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, 3 done, eval #1/1 start                    
2025-10-21 08:53:54 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, 3 done, starting new job                   
2025-10-21 08:53:54 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, 3 done, started new job                    
2025-10-21 08:54:03 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, 3 done, new result: 1.62012990222229       
2025-10-21 08:54:05 (b56a9b4a-b648-4f59-9736-7a0c1b3d1cc1): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.221 │    1 │        0.221 │
│       2 │   0.120 │    1 │        0.120 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.171 │      │              │
│  Median │   0.171 │      │              │
│   Total │   0.342 │      │              │
│     Max │   0.221 │      │              │
│     Min │   0.120 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.048 │    1 │        0.048 │
│         2 │   0.104 │    1 │        0.104 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.076 │      │              │
│    Median │   0.076 │      │              │
│     Total │   0.152 │      │              │
│       Max │   0.104 │      │              │
│       Min │   0.048 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
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

timestamp,ram_usage_mb,cpu_usage_percent
1761036822,781.109375,25.5
1761036822,781.234375,100.0

`RESULT1` (goal: minimize)

Best value: 1.1975857223
Achieved at:
- RESULT2 = 2.469170861
- int_param = -78
- float_param = -92.627834802806
- int_param_two = -19
- choice_param = 16

`RESULT2` (goal: minimize)

Best value: 2.2684080876
Achieved at:
- RESULT1 = 1.3398896766
- int_param = -81
- float_param = -78.510079830885
- int_param_two = -14
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-78	-29	-53.5	24.5	2
OO_Info_int_param_two	-62	-19	-40.5	21.5	2
OO_Info_float_param	-92.6278	-12.5876	-52.6077	40.0201	2
OO_Info_choice_param	8	16	12	4	2
RESULT1	1.1976	1.7361	1.4734	0.2147	4
RESULT2	2.2684	2.7938	2.5313	0.1909	4
int_param	-81	-29	-64	20.7726	4
float_param	-92.6278	-12.5876	-51.8082	34.3454	4
int_param_two	-62	-9	-26	21.0832	4
choice_param	8	16	14	3.4641	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 (2025-10-21 08:53:42,768) - Starting with JobEnvironment(job_id=155105, hostname=runnervmwhb2z, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-21 08:53:42,768) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/155105/155105_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -78, "float_param": -92.62783480280598, "int_param_two": -19, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-78' --float_param='-92.62783480280597814271' --choice_param='16'  --int_param_two='-19' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1761033844.389661
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761034320.784549
Last modification: 1761033844.389661
Hostname: runnervmwhb2z
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-78' --float_param='-92.62783480280597814271' --choice_param='16'  --int_param_two='-19' --nr_results=2 
stdout:
 OO-Info: int_param: -78
OO-Info: int_param_two: -19
OO-Info: float_param: -92.62783480280597814271
OO-Info: choice_param: 16
RESULT1: 1.19758572227238
RESULT2: 2.46917086103664

stderr was empty
Result: {'RESULT1': 1.19758572227238, 'RESULT2': 2.46917086103664}
Final-results: {'RESULT1': 1.19758572227238, 'RESULT2': 2.46917086103664}
EXIT_CODE: 0
submitit INFO (2025-10-21 08:53:50,418) - Job completed successfully
submitit INFO (2025-10-21 08:53:50,419) - Exiting after successful completion