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
-44.0	-98.0	-16.051691026785292	1.0	2.2328552691	-44	-16.051691026785292	-98	1	1.1551827528

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 13:53:27 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 5685610daff814b22e25b7680634b540b86a6250 (9041-1-g5685610da)

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,1.850833453999999989036950864829,2.235799982300000099399994724081,-56,2.37895429134368896484375,-77,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.471793003000000155111592903268,2.06312928239999981983032739663,-50,-65.255891123506387430097674950957,-1,16
2,1762177982,2,4763ed36-a0ee-491f-a9bd-c731269d1d6b,1762177984,1762177990,6,./.tests/optimization_example --int_param='-44' --float_param='-16.0516910267852921379' --choice_param='1'  --int_param_two='-98' --nr_results=2,0,,runnervmf2e7y,-44,-98,-16.05169102678529213790170615539,1,2_0,COMPLETED,UNIFORM,1.155182752800000045567685447168,2.232855269099999873105844017118,-44,-16.05169102678529213790170615539,-98,1
3,1762177994,2,4763ed36-a0ee-491f-a9bd-c731269d1d6b,1762177996,1762178002,6,./.tests/optimization_example --int_param='-37' --float_param='-69.7242214283970440647' --choice_param='16'  --int_param_two='-79' --nr_results=2,0,,runnervmf2e7y,-37,-79,-69.724221428397044064695364795625,16,3_0,COMPLETED,UNIFORM,1.362281584487389896054310156615,2.748177101460409943456397741102,-37,-69.724221428397044064695364795625,-79,16


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

Current git-hash: 5685610daff814b22e25b7680634b540b86a6250 (last fully tested stable version 1 commit ago [3f5cdd50b5fda72ab3c7b20ed20aab824a3f8427, 9041])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 13:52:59] 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: 932b1e1b-4a04-4671-afda-4a3bf40bddfe
  ____                  _  ____        _   ___  
 / __ \                (_)/ __ \      | | |__ \ 
| |  | |_ __ ___  _ __  _| |  | |_ __ | |_   ) |
| |  | | '_ ` _ \| '_ \| | |  | | '_ \| __| / / 
| |__| | | | | | | | | | | |__| | |_) | |_ / /_ 
 \____/|_| |_| |_|_| |_|_|\____/| .__/ \__|____|
                                | |             
                                |_|             

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=41 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    ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│      1      │    -50    │ -65.25589112350639  │      -1       │      16      │ 1.4717930030000002 │ 2.0631292824 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│      2      │    -44    │ -16.051691026785292 │      -98      │      1       │    1.1551827528    │ 2.2328552691 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
                                     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 13:53:02 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, Started OmniOpt2 run...
2025-11-03 13:53:02 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, getting new HP set (no sbatch)
2025-11-03 13:53:02 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, requested 1 jobs, got 1, 0.02 s/job
2025-11-03 13:53:02 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, eval #1/1 start                    
2025-11-03 13:53:02 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, starting new job                   
2025-11-03 13:53:02 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, started new job                    
2025-11-03 13:53:11 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, new result: RESULT1: 1.155183, RESULT2: 2.232855
2025-11-03 13:53:14 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, 3 done, finishing jobs, finished 1 job          
2025-11-03 13:53:14 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, 3 done, getting new HP set (no sbatch)          
2025-11-03 13:53:14 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, 3 done, requested 1 jobs, got 1, 0.07 s/job     
2025-11-03 13:53:14 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, 3 done, eval #1/1 start                         
2025-11-03 13:53:14 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, 3 done, starting new job                        
2025-11-03 13:53:14 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, 3 done, started new job                         
2025-11-03 13:53:23 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, 3 done, new result: RESULT1: 1.362282, RESULT2: 2.748177
2025-11-03 13:53:27 (4763ed36-a0ee-491f-a9bd-c731269d1d6b): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.220 │    1 │        0.220 │
│       2 │   0.108 │    1 │        0.108 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.164 │      │              │
│  Median │   0.164 │      │              │
│   Total │   0.328 │      │              │
│     Max │   0.220 │      │              │
│     Min │   0.108 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           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 │   0.092 │      │              │
│       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
1762177979,778.2109375,27.1

`RESULT1` (goal: minimize)

Best value: 1.1551827528
Achieved at:
- RESULT2 = 2.2328552691
- int_param = -44
- float_param = -16.051691026785
- int_param_two = -98
- choice_param = 1

`RESULT2` (goal: minimize)

Best value: 2.0631292824
Achieved at:
- RESULT1 = 1.471793003
- int_param = -50
- float_param = -65.255891123506
- int_param_two = -1
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-44	-37	-40.5	3.5	2
OO_Info_int_param_two	-98	-79	-88.5	9.5	2
OO_Info_float_param	-69.7242	-16.0517	-42.888	26.8363	2
OO_Info_choice_param	1	16	8.5	7.5	2
RESULT1	1.1552	1.8508	1.46	0.2527	4
RESULT2	2.0631	2.7482	2.32	0.2569	4
int_param	-56	-37	-46.75	7.0489	4
float_param	-69.7242	2.379	-37.1632	31.0592	4
int_param_two	-98	-1	-63.75	37.1441	4
choice_param	1	16	10.25	6.26	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 (2025-11-03 13:53:02,964) - Starting with JobEnvironment(job_id=176239, hostname=runnervmf2e7y, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-03 13:53:02,965) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/176239/176239_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -44, "float_param": -16.051691026785292, "int_param_two": -98, "choice_param": 1}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-44' --float_param='-16.0516910267852921379' --choice_param='1'  --int_param_two='-98' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762174550.3420765
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762175009.614595
Last modification: 1762174550.3420765
Hostname: runnervmf2e7y
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-44' --float_param='-16.0516910267852921379' --choice_param='1'  --int_param_two='-98' --nr_results=2 
stdout:
 OO-Info: int_param: -44
OO-Info: int_param_two: -98
OO-Info: float_param: -16.0516910267852921379
OO-Info: choice_param: 1
RESULT1: 1.15518275283194
RESULT2: 2.23285526907736

stderr was empty
Result: {'RESULT1': 1.15518275283194, 'RESULT2': 2.23285526907736}
Final-results: {'RESULT1': 1.15518275283194, 'RESULT2': 2.23285526907736}
EXIT_CODE: 0
submitit INFO (2025-11-03 13:53:10,507) - Job completed successfully
submitit INFO (2025-11-03 13:53:10,507) - Exiting after successful completion