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	2.8967296449	-3	-48.23480874300003	-10	hallo	1.395203438

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

2025-11-03 13:38:56 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 3f5cdd50b5fda72ab3c7b20ed20aab824a3f8427 (9040-1-g3f5cdd50b)

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,1.395203438000000017993329493038,2.896729644900000177898391484632,-3,-48.234808743000030517578125,-10,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.567188726599999970545695759938,2.493487212899999860837851883844,-37,-13.936200877887500837459811009467,-77,2
2,1762177110,2,ad950a6a-bbca-457d-b690-84670c604a9c,1762177112,1762177118,6,./.tests/optimization_example --int_param='8' --float_param='-8.66553923339965592731' --choice_param='hallo'  --int_param_two='-2' --nr_results=2,0,,runnervmf2e7y,8,-2,-8.665539233399655927314597647637,hallo,2_0,COMPLETED,UNIFORM,1.642592426200000010894086699409,2.188868915800000092275467977743,8,-8.665539233399655927314597647637,-2,hallo
3,1762177123,2,ad950a6a-bbca-457d-b690-84670c604a9c,1762177125,1762177131,6,./.tests/optimization_example --int_param='-36' --float_param='-0.17085923521993606755' --choice_param='2'  --int_param_two='-53' --nr_results=2,0,,runnervmf2e7y,-36,-53,-0.170859235219936012040164996506,2,3_0,COMPLETED,UNIFORM,1.598231181808849932224347867304,2.463397324641360075503371263039,-36,-0.170859235219936067551316227764,-53,2


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

Current git-hash: 3f5cdd50b5fda72ab3c7b20ed20aab824a3f8427 (last fully tested stable version 1 commit ago [ad3c4a024259e2dddd453b72bdb2d22633c3eada, 9040])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 13:38:26] 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: 070a1e50-3598-42d9-b0bf-57e2420a8016
  _________________________________________________
 /                                                 \
| OmniOpt2 - Dialing in parameters like Homer Simps |
| on at an all-you-can-eat buffet - endless tweaks! |
 \                                                 /
  =================================================
                                                   \
                                                    \
                                                     \
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                                                                                 ___-------___
                                                                             _-~~             ~~-_
                                                                          _-~                    /~-_
                                                        /^\__/^\         /~  \                   /    \
                                                      /|  O|| O|        /      \_______________/        \
                                                     | |___||__|      /       /                \          \
                                                     |          \    /      /                    \          \
                                                     |   (_______) /______/                        \_________ \
                                                     |         / /         \                      /            \
                                                      \         \^\\         \                  /               \     /
                                                        \         ||           \______________/      _-_       //\__//
                                                          \       ||------_-~~-_ ------------- \ --/~   ~\    || __/
                                                            ~-----||====/~     |==================|       |/~~~~~
                                                             (_(__/  ./     /                    \_\      \.
                                                                    (_(___/                         \_____)_)
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=39 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      │    -3     │  -48.23480874300003  │      -10      │    hallo     │   1.395203438    │   2.8967296449   │
├─────────────┼───────────┼──────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      1      │    -37    │  -13.9362008778875   │      -77      │      2       │   1.5671887266   │   2.4934872129   │
├─────────────┼───────────┼──────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      2      │     8     │  -8.665539233399656  │      -2       │    hallo     │   1.6425924262   │   2.1888689158   │
├─────────────┼───────────┼──────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    -36    │ -0.17085923521993607 │      -53      │      2       │ 1.59823118180885 │ 2.46339732464136 │
└─────────────┴───────────┴──────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-03 13:38:30 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, Started OmniOpt2 run...
2025-11-03 13:38:30 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, getting new HP set (no sbatch)
2025-11-03 13:38:30 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, requested 1 jobs, got 1, 0.02 s/job
2025-11-03 13:38:30 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, eval #1/1 start                    
2025-11-03 13:38:30 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, starting new job                   
2025-11-03 13:38:30 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, started new job                    
2025-11-03 13:38:39 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, new result: RESULT1: 1.642592, RESULT2: 2.188869
2025-11-03 13:38:43 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, 3 done, finishing jobs, finished 1 job          
2025-11-03 13:38:43 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, 3 done, getting new HP set (no sbatch)          
2025-11-03 13:38:43 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, 3 done, requested 1 jobs, got 1, 0.08 s/job     
2025-11-03 13:38:43 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, 3 done, eval #1/1 start                         
2025-11-03 13:38:43 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, 3 done, starting new job                        
2025-11-03 13:38:43 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, 3 done, started new job                         
2025-11-03 13:38:52 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, 3 done, new result: RESULT1: 1.598231, RESULT2: 2.463397
2025-11-03 13:38:56 (ad950a6a-bbca-457d-b690-84670c604a9c): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.231 │    1 │        0.231 │
│       2 │   0.119 │    1 │        0.119 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.175 │      │              │
│  Median │   0.175 │      │              │
│   Total │   0.350 │      │              │
│     Max │   0.231 │      │              │
│     Min │   0.119 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.019 │    1 │        0.019 │
│         2 │   0.084 │    1 │        0.084 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.052 │      │              │
│    Median │   0.052 │      │              │
│     Total │   0.103 │      │              │
│       Max │   0.084 │      │              │
│       Min │   0.019 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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

This logs the CPU and RAM usage of the main worker process.

timestamp,ram_usage_mb,cpu_usage_percent
1762177107,778.12109375,27.2

`RESULT1` (goal: minimize)

Best value: 1.395203438
Achieved at:
- RESULT2 = 2.8967296449
- int_param = -3
- float_param = -48.234808743
- int_param_two = -10

`RESULT2` (goal: minimize)

Best value: 2.1888689158
Achieved at:
- RESULT1 = 1.6425924262
- int_param = 8
- float_param = -8.6655392333997
- int_param_two = -2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-36	8	-14	22	2
OO_Info_int_param_two	-53	-2	-27.5	25.5	2
OO_Info_float_param	-8.6655	-0.1709	-4.4182	4.2473	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.3952	1.6426	1.5508	0.0937	4
RESULT2	2.1889	2.8967	2.5106	0.2526	4
int_param	-37	8	-17	19.8872	4
float_param	-48.2348	-0.1709	-17.7519	18.2717	4
int_param_two	-77	-2	-35.5	30.8261	4
choice_param	No numerical statistics available

/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 (2025-11-03 13:38:31,013) - Starting with JobEnvironment(job_id=176189, hostname=runnervmf2e7y, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-03 13:38:31,013) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/176189/176189_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": 8, "float_param": -8.665539233399656, "int_param_two": -2, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='8' --float_param='-8.66553923339965592731' --choice_param='hallo'  --int_param_two='-2' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762173580.6807668
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762173963.4483624
Last modification: 1762173580.6807668
Hostname: runnervmf2e7y
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DEBUG INFOS END

./.tests/optimization_example --int_param='8' --float_param='-8.66553923339965592731' --choice_param='hallo'  --int_param_two='-2' --nr_results=2 
stdout:
 OO-Info: int_param: 8
OO-Info: int_param_two: -2
OO-Info: float_param: -8.66553923339965592731
OO-Info: choice_param: hallo
RESULT1: 1.6425924262303
RESULT2: 2.18886891575264

stderr was empty
Result: {'RESULT1': 1.6425924262303, 'RESULT2': 2.18886891575264}
Final-results: {'RESULT1': 1.6425924262303, 'RESULT2': 2.18886891575264}
EXIT_CODE: 0
submitit INFO (2025-11-03 13:38:38,745) - Job completed successfully
submitit INFO (2025-11-03 13:38:38,745) - Exiting after successful completion