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
10.0	10.0	-58.74906442164696	8.0	2.53997989822844	10	-58.74906442164696	10	8	1.16632610706529

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 05:41:31 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 6c64fbd932b26c7ccf94272c45bf171fa01f70f8 (8702-8-g6c64fbd93)

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,1.400170773299999948946492622781,2.195454915400000039937822293723,-26,-7.59484946727752685546875,-56,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.583555015800000020931292965543,2.907371726200000061623995861737,-96,-90.705880381801392786655924282968,-83,4
2,1761111663,2,f17acab6-9524-41de-8abf-17a496beb135,1761111665,1761111671,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='8'  --int_param_two='-3' --nr_results=2,0,,runnervmwhb2z,10,-3,10,8,2_0,COMPLETED,BOTORCH_MODULAR,1.206097155899999995298799149168,2.158709665199999960805143928155,10,10,-3,8
3,1761111678,2,f17acab6-9524-41de-8abf-17a496beb135,1761111680,1761111686,6,./.tests/optimization_example --int_param='10' --float_param='-58.74906442164696329655' --choice_param='8'  --int_param_two='10' --nr_results=2,0,,runnervmwhb2z,10,10,-58.749064421646963296552712563425,8,3_0,COMPLETED,BOTORCH_MODULAR,1.16632610706528994093389428599,2.539979898228439836316283617634,10,-58.749064421646963296552712563425,10,8


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

Current git-hash: 6c64fbd932b26c7ccf94272c45bf171fa01f70f8 (last fully tested stable version 8 commits ago [14ee37b26eb555b65ac9a3558f641611a22bc601, 8702])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 05:40:58] 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: bf2f3759-34e4-4126-b96d-cd3aebd09a0d
  _______________________________________________
| OmniOpt2 - In pursuit of the ultimate accuracy! |
  ===============================================
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                                                      |\_|/__/|
                                                      / / \/ \  \
                                                     /__|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=47 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      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      2      │    10     │         10         │      -3       │      8       │   1.2060971559   │   2.1587096652   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    10     │ -58.74906442164696 │      10       │      8       │ 1.16632610706529 │ 2.53997989822844 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
                                     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 05:41:01 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-10-22 05:41:03 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-10-22 05:41:03 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, requested 1 jobs, got 1, 2.59 s/job
2025-10-22 05:41:03 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, eval #1/1 start                    
2025-10-22 05:41:03 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, starting new job                   
2025-10-22 05:41:04 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, started new job                    
2025-10-22 05:41:13 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, new result: 1.20609715588308       
2025-10-22 05:41:16 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2025-10-22 05:41:18 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2025-10-22 05:41:18 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 2.19 s/job
2025-10-22 05:41:18 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, 3 done, eval #1/1 start                    
2025-10-22 05:41:18 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, 3 done, starting new job                   
2025-10-22 05:41:18 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, 3 done, started new job                    
2025-10-22 05:41:27 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, 3 done, new result: 1.16632610706529       
2025-10-22 05:41:31 (f17acab6-9524-41de-8abf-17a496beb135): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.218 │    1 │        0.218 │
│       2 │   0.107 │    1 │        0.107 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.163 │      │              │
│  Median │   0.163 │      │              │
│   Total │   0.325 │      │              │
│     Max │   0.218 │      │              │
│     Min │   0.107 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   2.595 │    1 │        2.595 │
│         2 │   2.186 │    1 │        2.186 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   2.390 │      │              │
│    Median │   2.390 │      │              │
│     Total │   4.780 │      │              │
│       Max │   2.595 │      │              │
│       Min │   2.186 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1761111661,780.15625,24.7

`RESULT1` (goal: minimize)

Best value: 1.1663261070653
Achieved at:
- RESULT2 = 2.5399798982284
- int_param = 10
- float_param = -58.749064421647
- int_param_two = 10
- choice_param = 8

`RESULT2` (goal: minimize)

Best value: 2.1587096652
Achieved at:
- RESULT1 = 1.2060971559
- int_param = 10
- float_param = 10
- int_param_two = -3
- choice_param = 8

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	10	10	10	0	2
OO_Info_int_param_two	-3	10	3.5	6.5	2
OO_Info_float_param	-58.7491	10	-24.3745	34.3745	2
OO_Info_choice_param	8	8	8	0	2
RESULT1	1.1663	1.5836	1.339	0.1666	4
RESULT2	2.1587	2.9074	2.4504	0.3029	4
int_param	-96	10	-25.5	43.2753	4
float_param	-90.7059	10	-36.7624	40.0961	4
int_param_two	-83	10	-33	38.0066	4
choice_param	4	8	7	1.7321	4

/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/submitit/core/plugins.py:24: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  import pkg_resources
submitit INFO (2025-10-22 05:41:04,280) - Starting with JobEnvironment(job_id=153905, hostname=runnervmwhb2z, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-22 05:41:04,281) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/153905/153905_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": 10, "float_param": 10, "int_param_two": -3, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='8'  --int_param_two='-3' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1761108607.2000031
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761109041.7279122
Last modification: 1761108607.2000031
Hostname: runnervmwhb2z
========
DEBUG INFOS END

./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='8'  --int_param_two='-3' --nr_results=2 
stdout:
 OO-Info: int_param: 10
OO-Info: int_param_two: -3
OO-Info: float_param: 10
OO-Info: choice_param: 8
RESULT1: 1.20609715588308
RESULT2: 2.15870966515237

stderr was empty
Result: {'RESULT1': 1.20609715588308, 'RESULT2': 2.15870966515237}
Final-results: {'RESULT1': 1.20609715588308, 'RESULT2': 2.15870966515237}
EXIT_CODE: 0
submitit INFO (2025-10-22 05:41:11,826) - Job completed successfully
submitit INFO (2025-10-22 05:41:11,826) - Exiting after successful completion