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
-5.0	-78.0	-95.26014716026835	hallo	2.2119742004	-5	-95.26014716026837	-78	hallo	1.6234838630000001

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

2025-10-22 06:39:43 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: f16d22535360fbc48329ca2ebf9ae2448bc26fcb (8710-2-gf16d22535)

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,1.823228042600000042838814806601,2.109190509999999907364554019296,-100,-45.35325825214385986328125,-9,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.746682642600000168187079907511,2.820314721999999996171482052887,3,4.964640079871511346709667122923,-75,16
2,1761115156,2,25049e61-e65d-42a1-bf14-b7527c93ca98,1761115158,1761115164,6,./.tests/optimization_example --int_param='-5' --float_param='-95.26014716026837447771' --choice_param='hallo'  --int_param_two='-78' --nr_results=2,0,,runnervmnfq8z,-5,-78,-95.260147160268346056000154931098,hallo,2_0,COMPLETED,BOTORCH_MODULAR,1.623483863000000138043787956121,2.211974200399999812560736245359,-5,-95.260147160268374477709585335106,-78,hallo
3,1761115171,2,25049e61-e65d-42a1-bf14-b7527c93ca98,1761115173,1761115179,6,./.tests/optimization_example --int_param='-46' --float_param='-95.15897826223958588798' --choice_param='hallo'  --int_param_two='-50' --nr_results=2,0,,runnervmnfq8z,-46,-50,-95.158978262239585887982684653252,hallo,3_0,COMPLETED,BOTORCH_MODULAR,1.884246250921030041425296985835,2.941172464375509942868802681915,-46,-95.158978262239585887982684653252,-50,hallo


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

Current git-hash: f16d22535360fbc48329ca2ebf9ae2448bc26fcb (last fully tested stable version 2 commits ago [6c64fbd932b26c7ccf94272c45bf171fa01f70f8, 8710])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 06:39:13] 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: e35a273f-ea1d-44d6-8d20-50676d2ebba7
  _________________________________________________
 /                                                 \
| OmniOpt2 - Adjusting parameters with the precisio |
| n of a laser-guided squirrel.                     |
 \                                                 /
  =================================================
                                                      \
                                                       \
                                                        \
                                                         .--.
                                                        |o_o |
                                                        |:_/ |
                                                       //   \ \
                                                      (|     | )
                                                     /'\_   _/`\
                                                     \___)=(___/
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=49 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      │   -100    │ -45.35325825214386 │      -9       │      1       │    1.8232280426    │  2.10919051  │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│      2      │    -5     │ -95.26014716026837 │      -78      │    hallo     │ 1.6234838630000001 │ 2.2119742004 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
                                     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 06:39:15 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-10-22 06:39:16 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-10-22 06:39:16 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.88 s/job
2025-10-22 06:39:16 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, eval #1/1 start                    
2025-10-22 06:39:16 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, starting new job                   
2025-10-22 06:39:16 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, started new job                    
2025-10-22 06:39:25 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, new result: 1.62348386303438       
2025-10-22 06:39:28 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2025-10-22 06:39:31 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2025-10-22 06:39:31 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 2.61 s/job
2025-10-22 06:39:31 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, 3 done, eval #1/1 start                    
2025-10-22 06:39:31 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, 3 done, starting new job                   
2025-10-22 06:39:31 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, 3 done, started new job                    
2025-10-22 06:39:40 (25049e61-e65d-42a1-bf14-b7527c93ca98): BOTORCH_MODULAR, 3 done, new result: 1.88424625092103       
2025-10-22 06:39:43 (25049e61-e65d-42a1-bf14-b7527c93ca98): 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 │   0.186 │      │              │
│     Max │   0.096 │      │              │
│     Min │   0.089 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.883 │    1 │        0.883 │
│         2 │   2.608 │    1 │        2.608 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.745 │      │              │
│    Median │   1.745 │      │              │
│     Total │   3.490 │      │              │
│       Max │   2.608 │      │              │
│       Min │   0.883 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1761115155,756.37109375,24.2

`RESULT1` (goal: minimize)

Best value: 1.623483863
Achieved at:
- RESULT2 = 2.2119742004
- int_param = -5
- float_param = -95.260147160268
- int_param_two = -78
- choice_param = hallo

`RESULT2` (goal: minimize)

Best value: 2.10919051
Achieved at:
- RESULT1 = 1.8232280426
- int_param = -100
- float_param = -45.353258252144
- int_param_two = -9
- choice_param = 1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-46	-5	-25.5	20.5	2
OO_Info_int_param_two	-78	-50	-64	14	2
OO_Info_float_param	-95.2601	-95.159	-95.2096	0.0506	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.6235	1.8842	1.7694	0.0973	4
RESULT2	2.1092	2.9412	2.5207	0.3644	4
int_param	-100	3	-37	40.8473	4
float_param	-95.2601	4.9646	-57.7019	41.5128	4
int_param_two	-78	-9	-53	27.6315	4
choice_param	No numerical statistics available

submitit INFO (2025-10-22 06:39:16,876) - Starting with JobEnvironment(job_id=154983, hostname=runnervmnfq8z, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-22 06:39:16,876) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/154983/154983_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -5, "float_param": -95.26014716026837, "int_param_two": -78, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-5' --float_param='-95.26014716026837447771' --choice_param='hallo'  --int_param_two='-78' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1761112560.1730578
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761112924.6225996
Last modification: 1761112560.1730578
Hostname: runnervmnfq8z
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-5' --float_param='-95.26014716026837447771' --choice_param='hallo'  --int_param_two='-78' --nr_results=2 
stdout:
 OO-Info: int_param: -5
OO-Info: int_param_two: -78
OO-Info: float_param: -95.26014716026837447771
OO-Info: choice_param: hallo
RESULT1: 1.62348386303438
RESULT2: 2.21197420041742

stderr was empty
Result: {'RESULT1': 1.62348386303438, 'RESULT2': 2.21197420041742}
Final-results: {'RESULT1': 1.62348386303438, 'RESULT2': 2.21197420041742}
EXIT_CODE: 0
submitit INFO (2025-10-22 06:39:24,448) - Job completed successfully
submitit INFO (2025-10-22 06:39:24,448) - Exiting after successful completion