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	2.5296224021000002	4	-86.23974639994924	-87	16	1.2230321856

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	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

2025-12-28 15:43:39 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: fabad1022b9cc85dc6e58ea005e140c31a2bd939 (9176-11-gfabad1022)

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,1.718730049699999984369469530066,2.634777804700000114479507828946,-80,-16.531918048858642578125,-11,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.223032185599999932534842628229,2.529622402100000222446851694258,4,-86.239746399949240185378585010767,-87,16
2,1766936593,2,6b1d810f-81c1-4420-a675-d110ab2c3b8d,1766936595,1766936601,6,./.tests/optimization_example --int_param='10' --float_param='-21.04362813320777192416' --choice_param='16'  --int_param_two='-100' --nr_results=2,0,,runnervmh13bl,10,-100,-21.043628133207768371448764810339,16,2_0,COMPLETED,BOTORCH_MODULAR,1.415780812299999968928432281245,2.754631990700000088168053480331,10,-21.04362813320777192416244361084,-100,16
3,1766936607,1,6b1d810f-81c1-4420-a675-d110ab2c3b8d,1766936608,1766936614,6,./.tests/optimization_example --int_param='5' --float_param='-100' --choice_param='16'  --int_param_two='-44' --nr_results=2,0,,runnervmh13bl,5,-44,-100,16,3_0,COMPLETED,BOTORCH_MODULAR,1.869667785781530033872854801302,2.191513737521260107854459420196,5,-100,-44,16


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

Current git-hash: fabad1022b9cc85dc6e58ea005e140c31a2bd939 (last fully tested stable version 11 commits ago [615815d7faceb30fd81f992ecff2c39b1a8872ef, 9176])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 15:43:08] 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: 96373973-f904-4d55-91db-03b2576a193a
                                                                             
 @@@@@@   @@@@@@@@@@   @@@  @@@  @@@   @@@@@@   @@@@@@@   @@@@@@@   @@@@@@   
@@@@@@@@  @@@@@@@@@@@  @@@@ @@@  @@@  @@@@@@@@  @@@@@@@@  @@@@@@@  @@@@@@@@  
@@!  @@@  @@! @@! @@!  @@!@!@@@  @@!  @@!  @@@  @@!  @@@    @@!         @@@  
!@!  @!@  !@! !@! !@!  !@!!@!@!  !@!  !@!  @!@  !@!  @!@    !@!        @!@   
@!@  !@!  @!! !!@ @!@  @!@ !!@!  !!@  @!@  !@!  @!@@!@!     @!!       !!@    
!@!  !!!  !@!   ! !@!  !@!  !!!  !!!  !@!  !!!  !!@!!!      !!!      !!:     
!!:  !!!  !!:     !!:  !!:  !!!  !!:  !!:  !!!  !!:         !!:     !:!      
:!:  !:!  :!:     :!:  :!:  !:!  :!:  :!:  !:!  :!:         :!:    :!:       
::::: ::  :::     ::    ::   ::   ::  ::::: ::   ::          ::    :: :::::  
 : :  :    :      :    ::    :   :     : :  :    :           :     :: : :::  
                                                                             

omniopt --continue runs/multi_results_2_results_BOTORCH_MODULAR/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1
Continuation from runs/multi_results_2_results_BOTORCH_MODULAR/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_BOTORCH_MODULAR&run_nr=433 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR 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       ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━┩
│      1      │     4     │ -86.23974639994924 │      -87      │      16      │   1.2230321856   │ 2.5296224021000002 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼────────────────────┤
│      3      │     5     │        -100        │      -44      │      16      │ 1.86966778578153 │  2.19151373752126  │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴────────────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-12-28 15:43:12 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-12-28 15:43:13 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-12-28 15:43:13 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.01 s/job
2025-12-28 15:43:13 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, eval #1/1 start                    
2025-12-28 15:43:13 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, starting new job                   
2025-12-28 15:43:13 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, started new job                    
2025-12-28 15:43:22 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, new result: RESULT1: 1.415781, RESULT2: 2.754632
2025-12-28 15:43:25 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job          
2025-12-28 15:43:27 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)          
2025-12-28 15:43:27 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.20 s/job     
2025-12-28 15:43:27 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, 3 done, eval #1/1 start                         
2025-12-28 15:43:27 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, 3 done, starting new job                        
2025-12-28 15:43:27 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, 3 done, started new job                         
2025-12-28 15:43:36 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.869668, RESULT2: 2.191514
2025-12-28 15:43:39 (6b1d810f-81c1-4420-a675-d110ab2c3b8d): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.233 │    1 │        0.233 │
│       2 │   0.113 │    1 │        0.113 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.173 │      │              │
│  Median │   0.173 │      │              │
│   Total │   0.346 │      │              │
│     Max │   0.233 │      │              │
│     Min │   0.113 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.013 │    1 │        1.013 │
│         2 │   1.202 │    1 │        1.202 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.108 │      │              │
│    Median │   1.108 │      │              │
│     Total │   2.215 │      │              │
│       Max │   1.202 │      │              │
│       Min │   1.013 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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_BOTORCH_MODULAR/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
1766936590,786.71484375,27.1

`RESULT1` (goal: minimize)

Best value: 1.2230321856
Achieved at:
- RESULT2 = 2.5296224021
- int_param = 4
- float_param = -86.239746399949
- int_param_two = -87
- choice_param = 16

`RESULT2` (goal: minimize)

Best value: 2.1915137375213
Achieved at:
- RESULT1 = 1.8696677857815
- int_param = 5
- float_param = -100
- int_param_two = -44
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	5	10	7.5	2.5	2
OO_Info_int_param_two	-100	-44	-72	28	2
OO_Info_float_param	-100	-21.0436	-60.5218	39.4782	2
OO_Info_choice_param	16	16	16	0	2
RESULT1	1.223	1.8697	1.5568	0.2527	4
RESULT2	2.1915	2.7546	2.5276	0.2098	4
int_param	-80	10	-15.25	37.4525	4
float_param	-100	-16.5319	-55.9538	37.517	4
int_param_two	-100	-11	-60.5	35.3023	4
choice_param	4	16	13	5.1962	4

submitit INFO (2025-12-28 15:43:14,118) - Starting with JobEnvironment(job_id=137193, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 15:43:14,119) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/137193/137193_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": 10, "float_param": -21.043628133207772, "int_param_two": -100, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='10' --float_param='-21.04362813320777192416' --choice_param='16'  --int_param_two='-100' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766933177.1575146
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766933602.815875
Last modification: 1766933177.1575146
Hostname: runnervmh13bl
========
DEBUG INFOS END

./.tests/optimization_example --int_param='10' --float_param='-21.04362813320777192416' --choice_param='16'  --int_param_two='-100' --nr_results=2 
stdout:
 OO-Info: int_param: 10
OO-Info: int_param_two: -100
OO-Info: float_param: -21.04362813320777192416
OO-Info: choice_param: 16
RESULT1: 1.41578081234275
RESULT2: 2.75463199065732

stderr was empty
Result: {'RESULT1': 1.41578081234275, 'RESULT2': 2.75463199065732}
Final-results: {'RESULT1': 1.41578081234275, 'RESULT2': 2.75463199065732}
EXIT_CODE: 0
submitit INFO (2025-12-28 15:43:21,674) - Job completed successfully
submitit INFO (2025-12-28 15:43:21,674) - Exiting after successful completion