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	2.8392302346	3	-97.88883085172014	2	16	1.3069170523

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

2026-05-01 21:12:56 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: b50b0047e00bec42f485a7cfa2dd30407325ab3c (9288)

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,1.635385040700000125468704936793,2.385005920999999862175400267006,-95,-18.9546406269073486328125,-82,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.306917052299999992825974004518,2.839230234600000013500675777323,3,-97.888830851720143755301251076162,2,16
2,1777669947,2,811ab928-52c3-4ee6-ba11-c02f89a50d9d,1777669949,1777669955,6,./.tests/optimization_example --int_param='3' --float_param='3.09833164763472712622' --choice_param='1'  --int_param_two='8' --nr_results=2,0,,runnervmeorf1,3,8,3.098331647634727126217057957547,1,2_0,COMPLETED,BO_MIXED,1.962579419899999955134717311012,2.514126885100000041717294152477,3,3.098331647634727126217057957547,8,1
3,1777669964,2,811ab928-52c3-4ee6-ba11-c02f89a50d9d,1777669966,1777669972,6,./.tests/optimization_example --int_param='-73' --float_param='-18.76318686803766766502' --choice_param='2'  --int_param_two='-34' --nr_results=2,0,,runnervmeorf1,-73,-34,-18.763186868037667665021217544563,2,3_0,COMPLETED,BO_MIXED,1.522551973656850021754394219897,2.396171630916310135717139928602,-73,-18.763186868037667665021217544563,-34,2


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

Current git-hash: b50b0047e00bec42f485a7cfa2dd30407325ab3c (version: 9288)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-01 21:12:21] ax.storage.sqa_store.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: 8e57a779-8672-47b4-8074-303e94893210
                                                                             
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!!:  !!!  !!:     !!:  !!:  !!!  !!:  !!:  !!!  !!:         !!:     !:!      
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::::: ::  :::     ::    ::   ::   ::  ::::: ::   ::          ::    :: :::::  
 : :  :    :      :    ::    :   :     : :  :    :           :     :: : :::  
                                                                             

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=67 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      │    -95    │ -18.95464062690735  │      -82      │      2       │ 1.6353850407000001 │   2.385005921    │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│      1      │     3     │ -97.88883085172014  │       2       │      16      │    1.3069170523    │   2.8392302346   │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│      3      │    -73    │ -18.763186868037668 │      -34      │      2       │  1.52255197365685  │ 2.39617163091631 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-05-01 21:12:25 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, Started OmniOpt2 run...
2026-05-01 21:12:27 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, getting new HP set (no sbatch)
2026-05-01 21:12:27 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, requested 1 jobs, got 1, 2.04 s/job
2026-05-01 21:12:27 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, eval #1/1 start                    
2026-05-01 21:12:27 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, starting new job                   
2026-05-01 21:12:27 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, started new job                    
2026-05-01 21:12:36 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, new result: RESULT1: 1.962579, RESULT2: 2.514127
2026-05-01 21:12:38 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, 3 done, finishing jobs, finished 1 job          
2026-05-01 21:12:44 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, 3 done, getting new HP set (no sbatch)          
2026-05-01 21:12:44 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, 3 done, requested 1 jobs, got 1, 5.94 s/job     
2026-05-01 21:12:44 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, 3 done, eval #1/1 start                         
2026-05-01 21:12:44 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, 3 done, starting new job                        
2026-05-01 21:12:45 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, 3 done, started new job                         
2026-05-01 21:12:54 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, 3 done, new result: RESULT1: 1.522552, RESULT2: 2.396172
2026-05-01 21:12:56 (811ab928-52c3-4ee6-ba11-c02f89a50d9d): BO_MIXED, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.254 │    1 │        0.254 │
│       2 │   0.101 │    1 │        0.101 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.177 │      │              │
│  Median │   0.177 │      │              │
│   Total │   0.355 │      │              │
│     Max │   0.254 │      │              │
│     Min │   0.101 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   2.043 │    1 │        2.043 │
│         2 │   5.943 │    1 │        5.943 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   3.993 │      │              │
│    Median │   3.993 │      │              │
│     Total │   7.986 │      │              │
│       Max │   5.943 │      │              │
│       Min │   2.043 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1777669943,773.77734375,27

`RESULT1` (goal: minimize)

Best value: 1.3069170523
Achieved at:
- RESULT2 = 2.8392302346
- int_param = 3
- float_param = -97.88883085172
- int_param_two = 2
- choice_param = 16

`RESULT2` (goal: minimize)

Best value: 2.385005921
Achieved at:
- RESULT1 = 1.6353850407
- int_param = -95
- float_param = -18.954640626907
- int_param_two = -82
- choice_param = 2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-73	3	-35	38	2
OO_Info_int_param_two	-34	8	-13	21	2
OO_Info_float_param	-18.7632	3.0983	-7.8324	10.9308	2
OO_Info_choice_param	1	2	1.5	0.5	2
RESULT1	1.3069	1.9626	1.6069	0.2369	4
RESULT2	2.385	2.8392	2.5336	0.1835	4
int_param	-95	3	-40.5	44.1899	4
float_param	-97.8888	3.0983	-33.1271	38.4498	4
int_param_two	-82	8	-26.5	35.8434	4
choice_param	1	16	5.25	6.2199	4

submitit INFO (2026-05-01 21:12:27,708) - Starting with JobEnvironment(job_id=159898, hostname=runnervmeorf1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-01 21:12:27,708) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/single_runs/159898/159898_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": 3, "float_param": 3.098331647634727, "choice_param": 1, "int_param_two": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='3' --float_param='3.09833164763472712622' --choice_param='1'  --int_param_two='8' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1777666106.8945234
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1777666734.7760713
Last modification: 1777666106.8945234
Hostname: runnervmeorf1
========
DEBUG INFOS END

./.tests/optimization_example --int_param='3' --float_param='3.09833164763472712622' --choice_param='1'  --int_param_two='8' --nr_results=2 
stdout:
 OO-Info: int_param: 3
OO-Info: int_param_two: 8
OO-Info: float_param: 3.09833164763472712622
OO-Info: choice_param: 1
RESULT1: 1.96257941991007
RESULT2: 2.51412688507432

stderr was empty
Result: {'RESULT1': 1.96257941991007, 'RESULT2': 2.51412688507432}
Final-results: {'RESULT1': 1.96257941991007, 'RESULT2': 2.51412688507432}
EXIT_CODE: 0
submitit INFO (2026-05-01 21:12:35,148) - Job completed successfully
submitit INFO (2026-05-01 21:12:35,148) - Exiting after successful completion