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
-35.0	10.0	6.8716683852132405	16.0	2.4651965036	-35	6.8716683852132405	10	16	1.0140193376

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

2025-12-27 13:38:12 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 018dbae7e8b1bad9f8889c8998a57f89e438ea0a (9148-7-g018dbae7e)

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,1.327868289600000029082593755447,2.217423867099999945651234156685,-59,-15.22782146930694580078125,2,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.636264681700000167552389029879,2.760411465599999836229017091682,-2,-99.743377974372307903649925719947,-98,2
2,1766842662,3,6926f794-56f4-4813-b33c-cbb3b7f20a26,1766842665,1766842671,6,./.tests/optimization_example --int_param='-35' --float_param='6.87166838521324052635' --choice_param='16'  --int_param_two='10' --nr_results=2,0,,runnervmh13bl,-35,10,6.87166838521324052635463885963,16,2_0,COMPLETED,BO_MIXED,1.014019337599999959209640110203,2.465196503600000088596289060661,-35,6.87166838521324052635463885963,10,16
3,1766842680,2,6926f794-56f4-4813-b33c-cbb3b7f20a26,1766842682,1766842688,6,./.tests/optimization_example --int_param='-46' --float_param='-5.77134387202964127539' --choice_param='16'  --int_param_two='5' --nr_results=2,0,,runnervmh13bl,-46,5,-5.77134387202964038721120232367,16,3_0,COMPLETED,BO_MIXED,1.384443998643299922335359042336,2.257968321998729877009282063227,-46,-5.771343872029641275389622023795,5,16


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

Current git-hash: 018dbae7e8b1bad9f8889c8998a57f89e438ea0a (last fully tested stable version 7 commits ago [9234142f9b002b4a24cea95f1cd465e7538f0506, 9148])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-27 13:37:31] 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: fa42b24a-1ed0-4bb8-ba97-134c5111060a
 _____                           _____           __       ___     
/\  __`\                      __/\  __`\        /\ \__  /'___`\   
\ \ \/\ \    ___ ___     ___ /\_\ \ \/\ \  _____\ \ ,_\/\_\ /\ \  
 \ \ \ \ \ /' __` __`\ /' _ `\/\ \ \ \ \ \/\ '__`\ \ \/\/_/// /__ 
  \ \ \_\ \/\ \/\ \/\ \/\ \/\ \ \ \ \ \_\ \ \ \L\ \ \ \_  // /_\ \
   \ \_____\ \_\ \_\ \_\ \_\ \_\ \_\ \_____\ \ ,__/\ \__\/\______/
    \/_____/\/_/\/_/\/_/\/_/\/_/\/_/\/_____/\ \ \/  \/__/\/_____/ 
                                             \ \_\                
                                              \/_/                

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=371 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      │    -59    │ -15.227821469306946 │       2       │      16      │ 1.3278682896 │ 2.2174238671 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      2      │    -35    │ 6.8716683852132405  │      10       │      16      │ 1.0140193376 │ 2.4651965036 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-12-27 13:37:35 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, Started OmniOpt2 run...
2025-12-27 13:37:42 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, getting new HP set (no sbatch)
2025-12-27 13:37:42 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, requested 1 jobs, got 1, 7.41 s/job
2025-12-27 13:37:42 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, eval #1/1 start                    
2025-12-27 13:37:42 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, starting new job                   
2025-12-27 13:37:43 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, started new job                    
2025-12-27 13:37:52 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, new result: RESULT1: 1.014019, RESULT2: 2.465197
2025-12-27 13:37:54 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, 3 done, finishing jobs, finished 1 job          
2025-12-27 13:38:00 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, 3 done, getting new HP set (no sbatch)          
2025-12-27 13:38:00 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, 3 done, requested 1 jobs, got 1, 5.39 s/job     
2025-12-27 13:38:00 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, 3 done, eval #1/1 start                         
2025-12-27 13:38:00 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, 3 done, starting new job                        
2025-12-27 13:38:00 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, 3 done, started new job                         
2025-12-27 13:38:09 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, 3 done, new result: RESULT1: 1.384444, RESULT2: 2.257968
2025-12-27 13:38:12 (6926f794-56f4-4813-b33c-cbb3b7f20a26): BO_MIXED, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.230 │    1 │        0.230 │
│       2 │   0.113 │    1 │        0.113 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.171 │      │              │
│  Median │   0.171 │      │              │
│   Total │   0.342 │      │              │
│     Max │   0.230 │      │              │
│     Min │   0.113 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   7.406 │    1 │        7.406 │
│         2 │   5.386 │    1 │        5.386 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   6.396 │      │              │
│    Median │   6.396 │      │              │
│     Total │  12.792 │      │              │
│       Max │   7.406 │      │              │
│       Min │   5.386 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
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
1766842653,786.3828125,27

`RESULT1` (goal: minimize)

Best value: 1.0140193376
Achieved at:
- RESULT2 = 2.4651965036
- int_param = -35
- float_param = 6.8716683852132
- int_param_two = 10
- choice_param = 16

`RESULT2` (goal: minimize)

Best value: 2.2174238671
Achieved at:
- RESULT1 = 1.3278682896
- int_param = -59
- float_param = -15.227821469307
- int_param_two = 2
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-46	-35	-40.5	5.5	2
OO_Info_int_param_two	5	10	7.5	2.5	2
OO_Info_float_param	-5.7713	6.8717	0.5502	6.3215	2
OO_Info_choice_param	16	16	16	0	2
RESULT1	1.014	1.6363	1.3406	0.2214	4
RESULT2	2.2174	2.7604	2.4253	0.2151	4
int_param	-59	-2	-35.5	21.1246	4
float_param	-99.7434	6.8717	-28.4677	41.8913	4
int_param_two	-98	10	-20.25	44.9799	4
choice_param	2	16	12.5	6.0622	4

submitit INFO (2025-12-27 13:37:43,418) - Starting with JobEnvironment(job_id=146779, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-27 13:37:43,419) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/single_runs/146779/146779_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -35, "float_param": 6.8716683852132405, "choice_param": 16, "int_param_two": 10}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-35' --float_param='6.87166838521324052635' --choice_param='16'  --int_param_two='10' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766839228.2186642
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766839588.3631144
Last modification: 1766839228.2186642
Hostname: runnervmh13bl
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-35' --float_param='6.87166838521324052635' --choice_param='16'  --int_param_two='10' --nr_results=2 
stdout:
 OO-Info: int_param: -35
OO-Info: int_param_two: 10
OO-Info: float_param: 6.87166838521324052635
OO-Info: choice_param: 16
RESULT1: 1.01401933755642
RESULT2: 2.46519650364959

stderr was empty
Result: {'RESULT1': 1.01401933755642, 'RESULT2': 2.46519650364959}
Final-results: {'RESULT1': 1.01401933755642, 'RESULT2': 2.46519650364959}
EXIT_CODE: 0
submitit INFO (2025-12-27 13:37:51,067) - Job completed successfully
submitit INFO (2025-12-27 13:37:51,067) - Exiting after successful completion