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	2.749080191	-50	-23.94372582435608	-94	2	1.2352202258

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

2025-11-04 11:08:44 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 9ee07c539bf4aa1ec23f20d4e84a679cc03dbc6a (9044-2-g9ee07c539)

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,1.235220225800000015681234799558,2.74908019100000000634054231341,-50,-23.9437258243560791015625,-94,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.244090619600000113820215119631,2.515539523500000207434368348913,-5,5.697912523577770116389729082584,-74,1
2,1762254499,2,fa0b12f4-fe6c-4e5b-b053-48c877b6afb1,1762254501,1762254507,6,./.tests/optimization_example --int_param='-38' --float_param='-43.00069971215658881647' --choice_param='16'  --int_param_two='-64' --nr_results=2,0,,runnervmxu1zt,-38,-64,-43.000699712156581711042235838249,16,2_0,COMPLETED,UNIFORM,1.460255290000000094607912615174,2.379283843400000098000646175933,-38,-43.000699712156588816469593439251,-64,16
3,1762254510,2,fa0b12f4-fe6c-4e5b-b053-48c877b6afb1,1762254512,1762254518,6,./.tests/optimization_example --int_param='-93' --float_param='-24.28782985250366266428' --choice_param='4'  --int_param_two='-30' --nr_results=2,0,,runnervmxu1zt,-93,-30,-24.287829852503662664275907445699,4,3_0,COMPLETED,UNIFORM,1.906685047623799977856151599553,2.814674406402870143750760689727,-93,-24.287829852503662664275907445699,-30,4


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

Current git-hash: 9ee07c539bf4aa1ec23f20d4e84a679cc03dbc6a (last fully tested stable version 2 commits ago [9507608b1bca7a77f5bba2d88ca9534148ebc9b9, 9044])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 11:08:15] 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: 1e62155b-478b-40b8-9e56-12965f92d637
  _________________________________________________
 /                                                 \
| OmniOpt2 - Cranking the dials like a mad scientis |
| t - IT’S ALIIIIVE!                                |
 \                                                 /
  =================================================
                                                         \
                                                          \
                                                           \
                                                            \
                                                             /- _  `-/  '
                                                            (/\/ \ \   /\
                                                            / /   | `    \
                                                            O 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=53 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      │    -50    │ -23.94372582435608 │      -94      │      2       │    1.2352202258    │ 2.749080191  │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│      1      │    -5     │  5.69791252357777  │      -74      │      1       │ 1.2440906196000001 │ 2.5155395235 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│      2      │    -38    │ -43.00069971215659 │      -64      │      16      │     1.46025529     │ 2.3792838434 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-04 11:08:19 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, Started OmniOpt2 run...
2025-11-04 11:08:19 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, getting new HP set (no sbatch)
2025-11-04 11:08:19 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, requested 1 jobs, got 1, 0.01 s/job
2025-11-04 11:08:19 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, eval #1/1 start                    
2025-11-04 11:08:19 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, starting new job                   
2025-11-04 11:08:19 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, started new job                    
2025-11-04 11:08:27 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, new result: RESULT1: 1.460255, RESULT2: 2.379284
2025-11-04 11:08:30 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, 3 done, finishing jobs, finished 1 job          
2025-11-04 11:08:30 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, 3 done, getting new HP set (no sbatch)          
2025-11-04 11:08:30 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, 3 done, requested 1 jobs, got 1, 0.05 s/job     
2025-11-04 11:08:30 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, 3 done, eval #1/1 start                         
2025-11-04 11:08:30 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, 3 done, starting new job                        
2025-11-04 11:08:30 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, 3 done, started new job                         
2025-11-04 11:08:39 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, 3 done, new result: RESULT1: 1.906685, RESULT2: 2.814674
2025-11-04 11:08:44 (fa0b12f4-fe6c-4e5b-b053-48c877b6afb1): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.085 │    1 │        0.085 │
│       2 │   0.082 │    1 │        0.082 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.083 │      │              │
│  Median │   0.083 │      │              │
│   Total │   0.167 │      │              │
│     Max │   0.085 │      │              │
│     Min │   0.082 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.012 │    1 │        0.012 │
│         2 │   0.055 │    1 │        0.055 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.033 │      │              │
│    Median │   0.033 │      │              │
│     Total │   0.066 │      │              │
│       Max │   0.055 │      │              │
│       Min │   0.012 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762254495,752.93359375,28.8

`RESULT1` (goal: minimize)

Best value: 1.2352202258
Achieved at:
- RESULT2 = 2.749080191
- int_param = -50
- float_param = -23.943725824356
- int_param_two = -94
- choice_param = 2

`RESULT2` (goal: minimize)

Best value: 2.3792838434
Achieved at:
- RESULT1 = 1.46025529
- int_param = -38
- float_param = -43.000699712157
- int_param_two = -64
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-93	-38	-65.5	27.5	2
OO_Info_int_param_two	-64	-30	-47	17	2
OO_Info_float_param	-43.0007	-24.2878	-33.6443	9.3564	2
OO_Info_choice_param	4	16	10	6	2
RESULT1	1.2352	1.9067	1.4616	0.2723	4
RESULT2	2.3793	2.8147	2.6146	0.1756	4
int_param	-93	-5	-46.5	31.5	4
float_param	-43.0007	5.6979	-21.3836	17.4334	4
int_param_two	-94	-30	-65.5	23.1679	4
choice_param	1	16	5.75	6.0156	4

submitit INFO (2025-11-04 11:08:19,695) - Starting with JobEnvironment(job_id=178949, hostname=runnervmxu1zt, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 11:08:19,695) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/178949/178949_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -38, "float_param": -43.00069971215659, "int_param_two": -64, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-38' --float_param='-43.00069971215658881647' --choice_param='16'  --int_param_two='-64' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762251671.3721354
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762251995.101594
Last modification: 1762251671.3721354
Hostname: runnervmxu1zt
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-38' --float_param='-43.00069971215658881647' --choice_param='16'  --int_param_two='-64' --nr_results=2 
stdout:
 OO-Info: int_param: -38
OO-Info: int_param_two: -64
OO-Info: float_param: -43.00069971215658881647
OO-Info: choice_param: 16
RESULT1: 1.46025528998962
RESULT2: 2.37928384341964

stderr was empty
Result: {'RESULT1': 1.46025528998962, 'RESULT2': 2.37928384341964}
Final-results: {'RESULT1': 1.46025528998962, 'RESULT2': 2.37928384341964}
EXIT_CODE: 0
submitit INFO (2025-11-04 11:08:27,057) - Job completed successfully
submitit INFO (2025-11-04 11:08:27,057) - Exiting after successful completion