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	2.7560154107	-30	-12.910326665405051	-71	1	1.3520884624

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

2025-11-20 13:58:02 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: e8b966481b7c63b3afbb5668a6b9c3f81d828fc6 (9089)

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,1.496632574900000012263490134501,2.112661582499999912698740445194,-30,-9.2302989959716796875,-25,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.352088462400000024032920009631,2.756015410699999890198341745418,-30,-12.910326665405051471680053509772,-71,1
2,1763647053,2,7776c73b-850d-40ef-9587-232ef6d6d18a,1763647055,1763647061,6,./.tests/optimization_example --int_param='-93' --float_param='-22.38554740707552070944' --choice_param='1'  --int_param_two='-69' --nr_results=2,0,,runnervmg1sw1,-93,-69,-22.385547407075520709440752398223,1,2_0,COMPLETED,UNIFORM,1.990812103300000135419622893096,2.46094233200000012118380254833,-93,-22.385547407075520709440752398223,-69,1
3,1763647068,2,7776c73b-850d-40ef-9587-232ef6d6d18a,1763647070,1763647076,6,./.tests/optimization_example --int_param='-7' --float_param='-71.90148959767563496825' --choice_param='2'  --int_param_two='3' --nr_results=2,0,,runnervmg1sw1,-7,3,-71.901489597675634968254598788917,2,3_0,COMPLETED,UNIFORM,1.886540870954380055835031271272,2.608205994681580097704909348977,-7,-71.901489597675634968254598788917,3,2


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

Current git-hash: e8b966481b7c63b3afbb5668a6b9c3f81d828fc6 (version: 9089)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 13:57:28] 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: 981a83c6-192b-492b-8873-36aad9ac0a0d
  _________________________________________________
 /                                                 \
| OmniOpt2 - Dialing in hyperparameters like a clas |
| sic noir detective.                               |
 \                                                 /
  =================================================
                                                   \
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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=233 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      │    -30    │  -9.23029899597168  │      -25      │      1       │ 1.4966325749 │ 2.1126615825 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      1      │    -30    │ -12.910326665405051 │      -71      │      1       │ 1.3520884624 │ 2.7560154107 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
                                     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 13:57:33 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, Started OmniOpt2 run...
2025-11-20 13:57:33 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, getting new HP set (no sbatch)
2025-11-20 13:57:33 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, requested 1 jobs, got 1, 0.02 s/job
2025-11-20 13:57:33 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, eval #1/1 start                    
2025-11-20 13:57:33 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, starting new job                   
2025-11-20 13:57:33 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, started new job                    
2025-11-20 13:57:42 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, new result: RESULT1: 1.990812, RESULT2: 2.460942
2025-11-20 13:57:48 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, 3 done, finishing jobs, finished 1 job          
2025-11-20 13:57:48 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, 3 done, getting new HP set (no sbatch)          
2025-11-20 13:57:48 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, 3 done, requested 1 jobs, got 1, 0.08 s/job     
2025-11-20 13:57:48 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, 3 done, eval #1/1 start                         
2025-11-20 13:57:48 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, 3 done, starting new job                        
2025-11-20 13:57:48 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, 3 done, started new job                         
2025-11-20 13:57:57 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, 3 done, new result: RESULT1: 1.886541, RESULT2: 2.608206
2025-11-20 13:58:02 (7776c73b-850d-40ef-9587-232ef6d6d18a): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.225 │    1 │        0.225 │
│       2 │   0.111 │    1 │        0.111 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.168 │      │              │
│  Median │   0.168 │      │              │
│   Total │   0.337 │      │              │
│     Max │   0.225 │      │              │
│     Min │   0.111 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.017 │    1 │        0.017 │
│         2 │   0.075 │    1 │        0.075 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.046 │      │              │
│    Median │   0.046 │      │              │
│     Total │   0.093 │      │              │
│       Max │   0.075 │      │              │
│       Min │   0.017 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1763647049,780.3125,27.2

`RESULT1` (goal: minimize)

Best value: 1.3520884624
Achieved at:
- RESULT2 = 2.7560154107
- int_param = -30
- float_param = -12.910326665405
- int_param_two = -71
- choice_param = 1

`RESULT2` (goal: minimize)

Best value: 2.1126615825
Achieved at:
- RESULT1 = 1.4966325749
- int_param = -30
- float_param = -9.2302989959717
- int_param_two = -25
- choice_param = 1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-93	-7	-50	43	2
OO_Info_int_param_two	-69	3	-33	36	2
OO_Info_float_param	-71.9015	-22.3855	-47.1435	24.758	2
OO_Info_choice_param	1	2	1.5	0.5	2
RESULT1	1.3521	1.9908	1.6815	0.2648	4
RESULT2	2.1127	2.756	2.4845	0.2387	4
int_param	-93	-7	-40	32.0078	4
float_param	-71.9015	-9.2303	-29.1069	25.1692	4
int_param_two	-71	3	-40.5	31.1247	4
choice_param	1	2	1.25	0.433	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 13:57:34,245) - Starting with JobEnvironment(job_id=175987, hostname=runnervmg1sw1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-20 13:57:34,245) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/175987/175987_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -93, "float_param": -22.38554740707552, "int_param_two": -69, "choice_param": 1}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-93' --float_param='-22.38554740707552070944' --choice_param='1'  --int_param_two='-69' --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='-93' --float_param='-22.38554740707552070944' --choice_param='1'  --int_param_two='-69' --nr_results=2 
stdout:
 OO-Info: int_param: -93
OO-Info: int_param_two: -69
OO-Info: float_param: -22.38554740707552070944
OO-Info: choice_param: 1
RESULT1: 1.99081210333771
RESULT2: 2.46094233202481

stderr was empty
Result: {'RESULT1': 1.99081210333771, 'RESULT2': 2.46094233202481}
Final-results: {'RESULT1': 1.99081210333771, 'RESULT2': 2.46094233202481}
EXIT_CODE: 0
submitit INFO (2025-11-20 13:57:41,772) - Job completed successfully
submitit INFO (2025-11-20 13:57:41,772) - Exiting after successful completion