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	2.9023776412	8	-1.710715623289121	-95	1	1.6579178172

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BO_MIXED	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

2026-05-06 12:03:26 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: aa6118605300e88fb4df35c4ce54545597b6252c (9294-1-gaa6118605)

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,1.990283144900000023014285943646,2.398779636800000059082549341838,-90,-68.265985548496246337890625,-21,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.657917817199999976907065502019,2.902377641200000191190611076308,8,-1.710715623289120967953635954473,-95,1
2,1778068975,2,e4d46564-8801-4950-8138-bb6a850d7ce9,1778068977,1778068983,6,./.tests/optimization_example --int_param='2' --float_param='-96.50369990009188825297' --choice_param='8'  --int_param_two='5' --nr_results=2,0,,runnervmrc6n4,2,5,-96.503699900091874042118433862925,8,2_0,COMPLETED,BO_MIXED,1.741862396300000170867861015722,2.784472776399999904839432929293,2,-96.503699900091888252973149064928,5,8
3,1778068994,2,e4d46564-8801-4950-8138-bb6a850d7ce9,1778068996,1778069002,6,./.tests/optimization_example --int_param='-16' --float_param='-68.90689558827952510001' --choice_param='16'  --int_param_two='-21' --nr_results=2,0,,runnervmrc6n4,-16,-21,-68.906895588279525100006139837205,16,3_0,COMPLETED,BO_MIXED,1.95917098976587999992204913724,2.920549703153910048314401137759,-16,-68.906895588279525100006139837205,-21,16


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

Current git-hash: aa6118605300e88fb4df35c4ce54545597b6252c (last fully tested stable version 1 commit ago [2beafd4eb7ceada8d47cd0d837df6a623415e22f, 9294])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-06 12:02:50] 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: b517e778-a8aa-4cb2-a34b-5e6a09ae792d
   ____                  _ ____        __ ___ 
  / __ \____ ___  ____  (_) __ \____  / /|__ \
 / / / / __ `__ \/ __ \/ / / / / __ \/ __/_/ /
/ /_/ / / / / / / / / / / /_/ / /_/ / /_/ __/ 
\____/_/ /_/ /_/_/ /_/_/\____/ .___/\__/____/ 
                            /_/               

omniopt --continue runs/multi_results_2_results_BO_MIXED/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1
Continuation from runs/multi_results_2_results_BO_MIXED/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_BO_MIXED&run_nr=93 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BO_MIXED 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      │    -90    │ -68.26598554849625 │      -21      │      16      │    1.9902831449    │ 2.3987796368 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│      1      │     8     │ -1.710715623289121 │      -95      │      1       │    1.6579178172    │ 2.9023776412 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│      2      │     2     │ -96.50369990009189 │       5       │      8       │ 1.7418623963000002 │ 2.7844727764 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-05-06 12:02:53 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, Started OmniOpt2 run...
2026-05-06 12:02:55 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, getting new HP set (no sbatch)
2026-05-06 12:02:55 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, requested 1 jobs, got 1, 2.03 s/job
2026-05-06 12:02:55 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, eval #1/1 start                    
2026-05-06 12:02:55 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, starting new job                   
2026-05-06 12:02:55 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, started new job                    
2026-05-06 12:03:04 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, new result: RESULT1: 1.741862, RESULT2: 2.784473
2026-05-06 12:03:07 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, 3 done, finishing jobs, finished 1 job          
2026-05-06 12:03:14 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, 3 done, getting new HP set (no sbatch)          
2026-05-06 12:03:14 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, 3 done, requested 1 jobs, got 1, 7.37 s/job     
2026-05-06 12:03:14 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, 3 done, eval #1/1 start                         
2026-05-06 12:03:14 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, 3 done, starting new job                        
2026-05-06 12:03:14 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, 3 done, started new job                         
2026-05-06 12:03:23 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, 3 done, new result: RESULT1: 1.959171, RESULT2: 2.920550
2026-05-06 12:03:26 (e4d46564-8801-4950-8138-bb6a850d7ce9): BO_MIXED, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.113 │    1 │        0.113 │
│       2 │   0.094 │    1 │        0.094 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.104 │      │              │
│  Median │   0.104 │      │              │
│   Total │   0.208 │      │              │
│     Max │   0.113 │      │              │
│     Min │   0.094 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   2.035 │    1 │        2.035 │
│         2 │   7.369 │    1 │        7.369 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   4.702 │      │              │
│    Median │   4.702 │      │              │
│     Total │   9.403 │      │              │
│       Max │   7.369 │      │              │
│       Min │   2.035 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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_BO_MIXED/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
nr_evals_per_arm	1
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
1778068971,744.03515625,28

`RESULT1` (goal: minimize)

Best value: 1.6579178172
Achieved at:
- RESULT2 = 2.9023776412
- int_param = 8
- float_param = -1.7107156232891
- int_param_two = -95
- choice_param = 1

`RESULT2` (goal: minimize)

Best value: 2.3987796368
Achieved at:
- RESULT1 = 1.9902831449
- int_param = -90
- float_param = -68.265985548496
- int_param_two = -21
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-16	2	-7	9	2
OO_Info_int_param_two	-21	5	-8	13	2
OO_Info_float_param	-96.5037	-68.9069	-82.7053	13.7984	2
OO_Info_choice_param	8	16	12	4	2
RESULT1	1.6579	1.9903	1.8373	0.141	4
RESULT2	2.3988	2.9205	2.7515	0.2103	4
int_param	-90	8	-24	39.1152	4
float_param	-96.5037	-1.7107	-58.8468	34.9017	4
int_param_two	-95	5	-33	37.3363	4
choice_param	1	16	10.25	6.26	4

submitit INFO (2026-05-06 12:02:55,934) - Starting with JobEnvironment(job_id=163115, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-06 12:02:55,934) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/single_runs/163115/163115_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": 2, "float_param": -96.50369990009189, "choice_param": 8, "int_param_two": 5}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='2' --float_param='-96.50369990009188825297' --choice_param='8'  --int_param_two='5' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1778065494.967619
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1778066120.566022
Last modification: 1778065494.967619
Hostname: runnervmrc6n4
========
DEBUG INFOS END

./.tests/optimization_example --int_param='2' --float_param='-96.50369990009188825297' --choice_param='8'  --int_param_two='5' --nr_results=2 
stdout:
 OO-Info: int_param: 2
OO-Info: int_param_two: 5
OO-Info: float_param: -96.50369990009188825297
OO-Info: choice_param: 8
RESULT1: 1.74186239631763
RESULT2: 2.78447277643451

stderr was empty
Result: {'RESULT1': 1.74186239631763, 'RESULT2': 2.78447277643451}
Final-results: {'RESULT1': 1.74186239631763, 'RESULT2': 2.78447277643451}
EXIT_CODE: 0
submitit INFO (2026-05-06 12:03:03,470) - Job completed successfully
submitit INFO (2026-05-06 12:03:03,471) - Exiting after successful completion