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
-100.0	-51.0	10.0	4.0	2.73776952209616	-100	10.0	-51	4	1.41119947943753

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

2025-11-03 12:06:26 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 513996ff486683a7372896f1fcb10729101447ab (9037-1-g513996ff4)

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,1.468033506799999887704188950011,2.944906878799999905282902545878,10,-25.1960194110870361328125,-58,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.913297217900000068979693423898,2.472595430800000215754153032321,-100,-100,10,2
2,1762171549,1,7ec5edbe-fd2f-49ba-b1de-8a799c30c46b,1762171550,1762171556,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='4'  --int_param_two='-100' --nr_results=2,0,,runnervmxu1zt,-100,-100,10,4,2_0,COMPLETED,BO_MIXED,1.704278336900000079268124864029,2.049549698199999880898758419789,-100,10,-100,4
3,1762171574,2,7ec5edbe-fd2f-49ba-b1de-8a799c30c46b,1762171576,1762171582,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='4'  --int_param_two='-51' --nr_results=2,0,,runnervmxu1zt,-100,-51,10,4,3_0,COMPLETED,BO_MIXED,1.411199479437529991088240421959,2.737769522096160201840575609822,-100,10,-51,4


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

Current git-hash: 513996ff486683a7372896f1fcb10729101447ab (last fully tested stable version 1 commit ago [77cf89fedeb2e74949f6802653d1a5eb818b0de8, 9037])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 12:05:38] 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: a3ccb8ea-b5d9-4085-adef-12caf1ceab6a
  ________________________________________________
| OmniOpt2 - Finding the sweet spot in the matrix. |
  ================================================
                                                  \
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                                                                                ___-------___
                                                                            _-~~             ~~-_
                                                                         _-~                    /~-_
                                                       /^\__/^\         /~  \                   /    \
                                                     /|  O|| 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=23 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      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      2      │   -100    │     10      │     -100      │      4       │   1.7042783369   │   2.0495496982   │
├─────────────┼───────────┼─────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │   -100    │     10      │      -51      │      4       │ 1.41119947943753 │ 2.73776952209616 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-03 12:05:41 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, Started OmniOpt2 run...
2025-11-03 12:05:48 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, getting new HP set (no sbatch)
2025-11-03 12:05:48 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, requested 1 jobs, got 1, 7.10 s/job
2025-11-03 12:05:49 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, eval #1/1 start                    
2025-11-03 12:05:49 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, starting new job                   
2025-11-03 12:05:49 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, started new job                    
2025-11-03 12:05:58 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, new result: RESULT1: 1.704278, RESULT2: 2.049550
2025-11-03 12:06:01 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, 3 done, finishing jobs, finished 1 job          
2025-11-03 12:06:14 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, 3 done, getting new HP set (no sbatch)          
2025-11-03 12:06:14 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, 3 done, requested 1 jobs, got 1, 13.27 s/job    
2025-11-03 12:06:14 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, 3 done, eval #1/1 start                         
2025-11-03 12:06:14 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, 3 done, starting new job                        
2025-11-03 12:06:14 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, 3 done, started new job                         
2025-11-03 12:06:23 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, 3 done, new result: RESULT1: 1.411199, RESULT2: 2.737770
2025-11-03 12:06:26 (7ec5edbe-fd2f-49ba-b1de-8a799c30c46b): BO_MIXED, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.099 │    1 │        0.099 │
│       2 │   0.092 │    1 │        0.092 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.095 │      │              │
│  Median │   0.095 │      │              │
│   Total │   0.191 │      │              │
│     Max │   0.099 │      │              │
│     Min │   0.092 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   7.102 │    1 │        7.102 │
│         2 │  13.266 │    1 │       13.266 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │  10.184 │      │              │
│    Median │  10.184 │      │              │
│     Total │  20.368 │      │              │
│       Max │  13.266 │      │              │
│       Min │   7.102 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762171539,752.59765625,28.9

`RESULT1` (goal: minimize)

Best value: 1.4111994794375
Achieved at:
- RESULT2 = 2.7377695220962
- int_param = -100
- float_param = 10
- int_param_two = -51
- choice_param = 4

`RESULT2` (goal: minimize)

Best value: 2.0495496982
Achieved at:
- RESULT1 = 1.7042783369
- int_param = -100
- float_param = 10
- int_param_two = -100
- choice_param = 4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-100	-100	0	2
OO_Info_int_param_two	-100	-51	-75.5	24.5	2
OO_Info_float_param	10	10	10	0	2
OO_Info_choice_param	4	4	4	0	2
RESULT1	1.4112	1.9133	1.6242	0.1998	4
RESULT2	2.0495	2.9449	2.5512	0.3345	4
int_param	-100	10	-72.5	47.6314	4
float_param	-100	10	-26.299	44.9118	4
int_param_two	-100	10	-49.75	39.258	4
choice_param	1	4	2.75	1.299	4

submitit INFO (2025-11-03 12:05:49,369) - Starting with JobEnvironment(job_id=184023, hostname=runnervmxu1zt, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-03 12:05:49,369) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/single_runs/184023/184023_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -100, "float_param": 10, "choice_param": 4, "int_param_two": -100}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='4'  --int_param_two='-100' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762168139.043807
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762168524.3067005
Last modification: 1762168139.043807
Hostname: runnervmxu1zt
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='4'  --int_param_two='-100' --nr_results=2 
stdout:
 OO-Info: int_param: -100
OO-Info: int_param_two: -100
OO-Info: float_param: 10
OO-Info: choice_param: 4
RESULT1: 1.70427833691156
RESULT2: 2.04954969822163

stderr was empty
Result: {'RESULT1': 1.70427833691156, 'RESULT2': 2.04954969822163}
Final-results: {'RESULT1': 1.70427833691156, 'RESULT2': 2.04954969822163}
EXIT_CODE: 0
submitit INFO (2025-11-03 12:05:56,868) - Job completed successfully
submitit INFO (2025-11-03 12:05:56,868) - Exiting after successful completion