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	2.7753537289	-100	-100.0	-100	1	1.4353805416

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

2025-10-22 05:05:31 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 14ee37b26eb555b65ac9a3558f641611a22bc601 (8701-1-g14ee37b26)

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,1.762604452699999990628043633478,2.598503527600000140296288009267,-36,-12.73000061511993408203125,-27,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.435380541600000059432318266772,2.775353728899999872226089792093,-100,-100,-100,1
2,1761109498,2,658577e8-64f1-4d39-8a53-f3d2fc3fdc92,1761109500,1761109506,6,./.tests/optimization_example --int_param='-98' --float_param='-96.74791157548132503052' --choice_param='hallo'  --int_param_two='-97' --nr_results=2,0,,runnervmnfq8z,-98,-97,-96.747911575481310819668578915298,hallo,2_0,COMPLETED,BO_MIXED,1.962764412899999921791049928288,2.909651733100000026155385057791,-98,-96.747911575481325030523294117302,-97,hallo
3,1761109519,2,658577e8-64f1-4d39-8a53-f3d2fc3fdc92,1761109521,1761109527,6,./.tests/optimization_example --int_param='-37' --float_param='-14.00092161516934652354' --choice_param='1'  --int_param_two='-28' --nr_results=2,0,,runnervmnfq8z,-37,-28,-14.00092161516934652354393620044,1,3_0,COMPLETED,BO_MIXED,1.924805065690639915843007656804,2.344308334726040055073781331885,-37,-14.00092161516934652354393620044,-28,1


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

Current git-hash: 14ee37b26eb555b65ac9a3558f641611a22bc601 (last fully tested stable version 1 commit ago [c3546d63a689a45925682d4a9ddd9bc196dc9699, 8701])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 05:04:51] 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: 9d0b68d0-c64f-40b2-afcb-b89ddcd03338
  _________________________________________________
 /                                                 \
| OmniOpt2 - Climbing the hyperparameter mountain.. |
| . Montana Sacra style!                            |
 \                                                 /
  =================================================
                                                  \
                                                   \
                                                    \
                                                     |\_/|,,_____,~~`
                                                     (.".)~~     )`~}}
                                                      \o/\ /---~\\ ~}}
                                                        _//    _// ~}
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=29 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      │    -36    │ -12.730000615119934 │      -27      │    hallo     │   1.7626044527   │   2.5985035276   │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      1      │   -100    │        -100         │     -100      │      1       │   1.4353805416   │   2.7753537289   │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    -37    │ -14.000921615169347 │      -28      │      1       │ 1.92480506569064 │ 2.34430833472604 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-10-22 05:04:53 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, Started OmniOpt2 run...
2025-10-22 05:04:58 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, getting new HP set (no sbatch)
2025-10-22 05:04:58 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, requested 1 jobs, got 1, 5.40 s/job
2025-10-22 05:04:58 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, eval #1/1 start                    
2025-10-22 05:04:58 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, starting new job                   
2025-10-22 05:04:59 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, started new job                    
2025-10-22 05:05:08 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, new result: 1.96276441293685       
2025-10-22 05:05:11 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, 3 done, finishing jobs, finished 1 job
2025-10-22 05:05:19 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, 3 done, getting new HP set (no sbatch)
2025-10-22 05:05:19 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, 3 done, requested 1 jobs, got 1, 8.12 s/job
2025-10-22 05:05:19 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, 3 done, eval #1/1 start                    
2025-10-22 05:05:19 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, 3 done, starting new job                   
2025-10-22 05:05:19 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, 3 done, started new job                    
2025-10-22 05:05:28 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, 3 done, new result: 1.92480506569064       
2025-10-22 05:05:31 (658577e8-64f1-4d39-8a53-f3d2fc3fdc92): BO_MIXED, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.095 │    1 │        0.095 │
│       2 │   0.090 │    1 │        0.090 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.093 │      │              │
│  Median │   0.093 │      │              │
│   Total │   0.186 │      │              │
│     Max │   0.095 │      │              │
│     Min │   0.090 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   5.397 │    1 │        5.397 │
│         2 │   8.116 │    1 │        8.116 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   6.756 │      │              │
│    Median │   6.756 │      │              │
│     Total │  13.513 │      │              │
│       Max │   8.116 │      │              │
│       Min │   5.397 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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

timestamp,ram_usage_mb,cpu_usage_percent
1761109493,756.06640625,24.2

`RESULT1` (goal: minimize)

Best value: 1.4353805416
Achieved at:
- RESULT2 = 2.7753537289
- int_param = -100
- float_param = -100
- int_param_two = -100

`RESULT2` (goal: minimize)

Best value: 2.344308334726
Achieved at:
- RESULT1 = 1.9248050656906
- int_param = -37
- float_param = -14.000921615169
- int_param_two = -28

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-98	-37	-67.5	30.5	2
OO_Info_int_param_two	-97	-28	-62.5	34.5	2
OO_Info_float_param	-96.7479	-14.0009	-55.3744	41.3735	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.4354	1.9628	1.7714	0.2081	4
RESULT2	2.3443	2.9097	2.657	0.2116	4
int_param	-100	-36	-67.75	31.26	4
float_param	-100	-12.73	-55.8697	42.5222	4
int_param_two	-100	-27	-63	35.5176	4
choice_param	No numerical statistics available

submitit INFO (2025-10-22 05:04:59,310) - Starting with JobEnvironment(job_id=164844, hostname=runnervmnfq8z, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-22 05:04:59,310) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/single_runs/164844/164844_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -98, "float_param": -96.74791157548133, "choice_param": "hallo", "int_param_two": -97}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-98' --float_param='-96.74791157548132503052' --choice_param='hallo'  --int_param_two='-97' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1761106680.3267066
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761107053.3508694
Last modification: 1761106680.3267066
Hostname: runnervmnfq8z
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-98' --float_param='-96.74791157548132503052' --choice_param='hallo'  --int_param_two='-97' --nr_results=2 
stdout:
 OO-Info: int_param: -98
OO-Info: int_param_two: -97
OO-Info: float_param: -96.74791157548132503052
OO-Info: choice_param: hallo
RESULT1: 1.96276441293685
RESULT2: 2.90965173309402

stderr was empty
Result: {'RESULT1': 1.96276441293685, 'RESULT2': 2.90965173309402}
Final-results: {'RESULT1': 1.96276441293685, 'RESULT2': 2.90965173309402}
EXIT_CODE: 0
submitit INFO (2025-10-22 05:05:06,887) - Job completed successfully
submitit INFO (2025-10-22 05:05:06,887) - Exiting after successful completion