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
-83.0	-90.0	9.510868553689663	8.0	2.24817571402261	-83	9.510868553689665	-90	8	1.15890552902511

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

2025-11-12 21:47:48 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 13b42d39143a080c27e201c0b0e07304f6d150f7 (9077-1-g13b42d391)

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,1.386821086399999902738500168198,2.619521969100000013952467270428,-79,7.530004978179931640625,-83,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.70908000259999992564985404897,2.448753203799999944578758004354,-95,-94.520291218016978973537334240973,-3,4
2,1762984037,2,8cdee302-52d6-4597-bb44-01ff749c20f2,1762984039,1762984045,6,./.tests/optimization_example --int_param='-91' --float_param='5.46182476108773773404' --choice_param='8'  --int_param_two='-93' --nr_results=2,0,,runnervmfg25i,-91,-93,5.461824761087737734044367243769,8,2_0,COMPLETED,BOTORCH_MODULAR,1.742186146199999896566623647232,2.040660733899999801366220708587,-91,5.461824761087737734044367243769,-93,8
3,1762984054,2,8cdee302-52d6-4597-bb44-01ff749c20f2,1762984056,1762984062,6,./.tests/optimization_example --int_param='-83' --float_param='9.51086855368966510582' --choice_param='8'  --int_param_two='-90' --nr_results=2,0,,runnervmfg25i,-83,-90,9.510868553689663329464565322269,8,3_0,COMPLETED,BOTORCH_MODULAR,1.158905529025110014984534245741,2.248175714022610183207007139572,-83,9.510868553689665105821404722519,-90,8


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

Current git-hash: 13b42d39143a080c27e201c0b0e07304f6d150f7 (last fully tested stable version 1 commit ago [c469e04d3b6be6a64610427ed0a7f1562b9a4eae, 9077])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-12 21:47:11] 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: 0962fe45-970d-4917-b5a9-08ebfdf7d9f2
 .d88888b.                      d8b .d88888b.         888    .d8888b.  
d88P" "Y88b                     Y8Pd88P" "Y88b        888   d88P  Y88b 
888     888                        888     888        888          888 
888     88888888b.d88b. 88888b. 888888     88888888b. 888888     .d88P 
888     888888 "888 "88b888 "88b888888     888888 "88b888    .od888P"  
888     888888  888  888888  888888888     888888  888888   d88P"      
Y88b. .d88P888  888  888888  888888Y88b. .d88P888 d88PY88b. 888"       
 "Y88888P" 888  888  888888  888888 "Y88888P" 88888P"  "Y888888888888  
                                              888                      
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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=185 for live-results.

Generation strategy: BOTORCH_MODULAR for 4 steps.
You have 4 CPUs available for the main process. No CUDA devices found.
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      │    -91    │ 5.461824761087738 │      -93      │      8       │   1.7421861462   │   2.0406607339   │
├─────────────┼───────────┼───────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    -83    │ 9.510868553689665 │      -90      │      8       │ 1.15890552902511 │ 2.24817571402261 │
└─────────────┴───────────┴───────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-12 21:47:16 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-12 21:47:17 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-12 21:47:17 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.04 s/job
2025-11-12 21:47:17 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-12 21:47:17 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, starting new job                   
2025-11-12 21:47:17 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, started new job                    
2025-11-12 21:47:26 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, new result: RESULT1: 1.742186, RESULT2: 2.040661
2025-11-12 21:47:31 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job          
2025-11-12 21:47:34 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)          
2025-11-12 21:47:34 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 2.74 s/job     
2025-11-12 21:47:34 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, 3 done, eval #1/1 start                         
2025-11-12 21:47:34 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, 3 done, starting new job                        
2025-11-12 21:47:34 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, 3 done, started new job                         
2025-11-12 21:47:43 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.158906, RESULT2: 2.248176
2025-11-12 21:47:48 (8cdee302-52d6-4597-bb44-01ff749c20f2): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.106 │    1 │        0.106 │
│       2 │   0.092 │    1 │        0.092 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.099 │      │              │
│  Median │   0.099 │      │              │
│   Total │   0.198 │      │              │
│     Max │   0.106 │      │              │
│     Min │   0.092 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.043 │    1 │        1.043 │
│         2 │   2.737 │    1 │        2.737 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.890 │      │              │
│    Median │   1.890 │      │              │
│     Total │   3.780 │      │              │
│       Max │   2.737 │      │              │
│       Min │   1.043 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762984032,753.05859375,28.8

`RESULT1` (goal: minimize)

Best value: 1.1589055290251
Achieved at:
- RESULT2 = 2.2481757140226
- int_param = -83
- float_param = 9.5108685536897
- int_param_two = -90
- choice_param = 8

`RESULT2` (goal: minimize)

Best value: 2.0406607339
Achieved at:
- RESULT1 = 1.7421861462
- int_param = -91
- float_param = 5.4618247610877
- int_param_two = -93
- choice_param = 8

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-91	-83	-87	4	2
OO_Info_int_param_two	-93	-90	-91.5	1.5	2
OO_Info_float_param	5.4618	9.5109	7.4863	2.0245	2
OO_Info_choice_param	8	8	8	0	2
RESULT1	1.1589	1.7422	1.4992	0.2406	4
RESULT2	2.0407	2.6195	2.3393	0.2168	4
int_param	-95	-79	-87	6.3246	4
float_param	-94.5203	9.5109	-18.0044	44.1997	4
int_param_two	-93	-3	-67.25	37.2718	4
choice_param	1	8	5.25	2.9475	4

submitit INFO (2025-11-12 21:47:18,027) - Starting with JobEnvironment(job_id=174279, hostname=runnervmfg25i, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-12 21:47:18,027) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/174279/174279_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -91, "float_param": 5.461824761087738, "int_param_two": -93, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-91' --float_param='5.46182476108773773404' --choice_param='8'  --int_param_two='-93' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762980829.6655025
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762981193.1736786
Last modification: 1762980829.6655025
Hostname: runnervmfg25i
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-91' --float_param='5.46182476108773773404' --choice_param='8'  --int_param_two='-93' --nr_results=2 
stdout:
 OO-Info: int_param: -91
OO-Info: int_param_two: -93
OO-Info: float_param: 5.46182476108773773404
OO-Info: choice_param: 8
RESULT1: 1.74218614616348
RESULT2: 2.0406607339132

stderr was empty
Result: {'RESULT1': 1.74218614616348, 'RESULT2': 2.0406607339132}
Final-results: {'RESULT1': 1.74218614616348, 'RESULT2': 2.0406607339132}
EXIT_CODE: 0
submitit INFO (2025-11-12 21:47:25,547) - Job completed successfully
submitit INFO (2025-11-12 21:47:25,547) - Exiting after successful completion