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	2.4635048069	10	-82.29059782265776	-89	1	1.1613455653

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

2025-10-21 11:39:18 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 97d4bb080d52f82e21bec4706b03e9f462d19b3a (8699-1-g97d4bb080)

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,1.873748871800000159737464855425,2.13290660789999986235443429905,-83,-1.53772175312042236328125,-37,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.161345565299999993413848642376,2.463504806900000065894573708647,10,-82.29059782265775879750435706228,-89,1
2,1761046731,2,e4c28789-77e6-4814-a051-416242a8633c,1761046733,1761046739,6,./.tests/optimization_example --int_param='-39' --float_param='-80.92060070143038785773' --choice_param='16'  --int_param_two='10' --nr_results=2,0,,runnervmnfq8z,-39,10,-80.920600701430387857726600486785,16,2_0,COMPLETED,BOTORCH_MODULAR,1.967320832500000005182982931728,2.337882366400000133666026158608,-39,-80.920600701430387857726600486785,10,16
3,1761046746,2,e4c28789-77e6-4814-a051-416242a8633c,1761046748,1761046754,6,./.tests/optimization_example --int_param='-36' --float_param='-31.9051134639649447422' --choice_param='2'  --int_param_two='-76' --nr_results=2,0,,runnervmnfq8z,-36,-76,-31.905113463964944742201623739675,2,3_0,COMPLETED,BOTORCH_MODULAR,1.43047450909307993782704215846,2.499686255908700083239182276884,-36,-31.905113463964944742201623739675,-76,2


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

Current git-hash: 97d4bb080d52f82e21bec4706b03e9f462d19b3a (last fully tested stable version 1 commit ago [28988fc1991bf218c08774c90a161646685e05ce, 8699])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 11:38:49] 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: 9a0133c2-0ab8-4ca7-8d26-72534b847a87
  _____              _  _____             ______  
 / ___ \            (_)/ ___ \       _   (_____ \ 
| |   | |____  ____  _| |   | |____ | |_   ____) )
| |   | |    \|  _ \| | |   | |  _ \|  _) /_____/ 
| |___| | | | | | | | | |___| | | | | |__ _______ 
 \_____/|_|_|_|_| |_|_|\_____/| ||_/ \___|_______)
                              |_|                 

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=33 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    ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│      0      │    -83    │ -1.5377217531204224 │      -37      │      2       │ 1.8737488718000002 │ 2.1329066079 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│      1      │    10     │ -82.29059782265776  │      -89      │      1       │    1.1613455653    │ 2.4635048069 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-10-21 11:38:50 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-10-21 11:38:51 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-10-21 11:38:51 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.98 s/job
2025-10-21 11:38:51 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, eval #1/1 start                    
2025-10-21 11:38:51 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, starting new job                   
2025-10-21 11:38:51 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, started new job                    
2025-10-21 11:39:00 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, new result: 1.96732083249754       
2025-10-21 11:39:03 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2025-10-21 11:39:06 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2025-10-21 11:39:06 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 2.59 s/job
2025-10-21 11:39:06 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, 3 done, eval #1/1 start                    
2025-10-21 11:39:06 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, 3 done, starting new job                   
2025-10-21 11:39:06 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, 3 done, started new job                    
2025-10-21 11:39:15 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, 3 done, new result: 1.43047450909308       
2025-10-21 11:39:18 (e4c28789-77e6-4814-a051-416242a8633c): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.096 │    1 │        0.096 │
│       2 │   0.089 │    1 │        0.089 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.093 │      │              │
│  Median │   0.093 │      │              │
│   Total │   0.185 │      │              │
│     Max │   0.096 │      │              │
│     Min │   0.089 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.981 │    1 │        0.981 │
│         2 │   2.591 │    1 │        2.591 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.786 │      │              │
│    Median │   1.786 │      │              │
│     Total │   3.572 │      │              │
│       Max │   2.591 │      │              │
│       Min │   0.981 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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

timestamp,ram_usage_mb,cpu_usage_percent
1761046730,755.88671875,24.3

`RESULT1` (goal: minimize)

Best value: 1.1613455653
Achieved at:
- RESULT2 = 2.4635048069
- int_param = 10
- float_param = -82.290597822658
- int_param_two = -89
- choice_param = 1

`RESULT2` (goal: minimize)

Best value: 2.1329066079
Achieved at:
- RESULT1 = 1.8737488718
- int_param = -83
- float_param = -1.5377217531204
- int_param_two = -37
- choice_param = 2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-39	-36	-37.5	1.5	2
OO_Info_int_param_two	-76	10	-33	43	2
OO_Info_float_param	-80.9206	-31.9051	-56.4129	24.5077	2
OO_Info_choice_param	2	16	9	7	2
RESULT1	1.1613	1.9673	1.6082	0.3282	4
RESULT2	2.1329	2.4997	2.3585	0.1434	4
int_param	-83	10	-37	32.9014	4
float_param	-82.2906	-1.5377	-49.1635	34.176	4
int_param_two	-89	10	-48	38.5681	4
choice_param	1	16	5.25	6.2199	4

submitit INFO (2025-10-21 11:38:52,020) - Starting with JobEnvironment(job_id=157569, hostname=runnervmnfq8z, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-21 11:38:52,020) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/157569/157569_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -39, "float_param": -80.92060070143039, "int_param_two": 10, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-39' --float_param='-80.92060070143038785773' --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: 1761044057.799829
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761044434.023945
Last modification: 1761044057.799829
Hostname: runnervmnfq8z
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-39' --float_param='-80.92060070143038785773' --choice_param='16'  --int_param_two='10' --nr_results=2 
stdout:
 OO-Info: int_param: -39
OO-Info: int_param_two: 10
OO-Info: float_param: -80.92060070143038785773
OO-Info: choice_param: 16
RESULT1: 1.96732083249754
RESULT2: 2.33788236635471

stderr was empty
Result: {'RESULT1': 1.96732083249754, 'RESULT2': 2.33788236635471}
Final-results: {'RESULT1': 1.96732083249754, 'RESULT2': 2.33788236635471}
EXIT_CODE: 0
submitit INFO (2025-10-21 11:38:59,551) - Job completed successfully
submitit INFO (2025-10-21 11:38:59,551) - Exiting after successful completion