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	2.824817526	-1	-86.18305928853752	-67	1	1.4651041064

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 11:57:09 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 97d4bb080d52f82e21bec4706b03e9f462d19b3a (8700)

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,1.711927235000000102616013464285,2.596893692500000128120518638752,-82,-24.02420699596405029296875,-19,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.465104106400000105736580735538,2.82481752599999991204526850197,-1,-86.183059288537521069883950985968,-67,1
2,1761047802,2,03eb669d-2e69-4460-8197-bccfe2cc48b6,1761047804,1761047810,6,./.tests/optimization_example --int_param='-3' --float_param='7.68757228348068988311' --choice_param='hallo'  --int_param_two='-4' --nr_results=2,0,,runnervmwhb2z,-3,-4,7.687572283480690771284571383148,hallo,2_0,COMPLETED,BOTORCH_MODULAR,1.869196299099999958315265757847,2.100419747500000156037458509672,-3,7.687572283480689883106151683023,-4,hallo
3,1761047817,2,03eb669d-2e69-4460-8197-bccfe2cc48b6,1761047819,1761047825,6,./.tests/optimization_example --int_param='3' --float_param='-52.61775644246665706305' --choice_param='hallo'  --int_param_two='-45' --nr_results=2,0,,runnervmwhb2z,3,-45,-52.617756442466657063050661236048,hallo,3_0,COMPLETED,BOTORCH_MODULAR,1.768218561382129960790621225897,2.506401676309419901400588059914,3,-52.617756442466657063050661236048,-45,hallo


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

Current git-hash: 97d4bb080d52f82e21bec4706b03e9f462d19b3a (version: 8700)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 11:56:39] 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: a4edb638-d3a5-494a-87da-7b615e7f31b2
  ________________________________________
| OmniOpt2 - In search of the perfect fit. |
  ========================================
                                           \
                                            \
                                             \
                                              \
                                               ("`-'  '-/") .___..--' ' "`-._
                                                ` *_ *  )    `-.   (      ) .`-.__. `)
                                                 (_Y_.) ' ._   )   `._` ;  `` -. .-'
                                              _.. `--'_..-_/   /--' _ .' ,4
                                             ( i l ),-''  ( l i),'  ( ( ! .-'
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=35 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      │    -82    │ -24.02420699596405 │      -19      │      4       │   1.711927235    │   2.5968936925   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      1      │    -1     │ -86.18305928853752 │      -67      │      1       │   1.4651041064   │   2.824817526    │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      2      │    -3     │  7.68757228348069  │      -4       │    hallo     │   1.8691962991   │   2.1004197475   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │     3     │ -52.61775644246666 │      -45      │    hallo     │ 1.76821856138213 │ 2.50640167630942 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
                                     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 11:56:41 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-10-21 11:56:42 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-10-21 11:56:42 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.16 s/job
2025-10-21 11:56:42 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, eval #1/1 start                    
2025-10-21 11:56:42 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, starting new job                   
2025-10-21 11:56:42 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, started new job                    
2025-10-21 11:56:51 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, new result: 1.86919629907152       
2025-10-21 11:56:54 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2025-10-21 11:56:57 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2025-10-21 11:56:57 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 2.86 s/job
2025-10-21 11:56:57 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, 3 done, eval #1/1 start                    
2025-10-21 11:56:57 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, 3 done, starting new job                   
2025-10-21 11:56:57 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, 3 done, started new job                    
2025-10-21 11:57:06 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, 3 done, new result: 1.76821856138213       
2025-10-21 11:57:09 (03eb669d-2e69-4460-8197-bccfe2cc48b6): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.225 │    1 │        0.225 │
│       2 │   0.111 │    1 │        0.111 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.168 │      │              │
│  Median │   0.168 │      │              │
│   Total │   0.336 │      │              │
│     Max │   0.225 │      │              │
│     Min │   0.111 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.161 │    1 │        1.161 │
│         2 │   2.857 │    1 │        2.857 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   2.009 │      │              │
│    Median │   2.009 │      │              │
│     Total │   4.018 │      │              │
│       Max │   2.857 │      │              │
│       Min │   1.161 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1761047801,780.078125,24.9
1761047801,780.078125,100.0

`RESULT1` (goal: minimize)

Best value: 1.4651041064
Achieved at:
- RESULT2 = 2.824817526
- int_param = -1
- float_param = -86.183059288538
- int_param_two = -67
- choice_param = 1

`RESULT2` (goal: minimize)

Best value: 2.1004197475
Achieved at:
- RESULT1 = 1.8691962991
- int_param = -3
- float_param = 7.6875722834807
- int_param_two = -4
- choice_param = hallo

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-3	3	0	3	2
OO_Info_int_param_two	-45	-4	-24.5	20.5	2
OO_Info_float_param	-52.6178	7.6876	-22.4651	30.1527	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.4651	1.8692	1.7036	0.1488	4
RESULT2	2.1004	2.8248	2.5071	0.2619	4
int_param	-82	3	-20.75	35.4286	4
float_param	-86.1831	7.6876	-38.7844	34.6969	4
int_param_two	-67	-4	-33.75	24.1596	4
choice_param	No numerical statistics available

/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 (2025-10-21 11:56:43,079) - Starting with JobEnvironment(job_id=156897, hostname=runnervmwhb2z, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-21 11:56:43,079) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/156897/156897_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -3, "float_param": 7.68757228348069, "int_param_two": -4, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-3' --float_param='7.68757228348068988311' --choice_param='hallo'  --int_param_two='-4' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1761044063.069744
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761045113.322202
Last modification: 1761044063.069744
Hostname: runnervmwhb2z
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-3' --float_param='7.68757228348068988311' --choice_param='hallo'  --int_param_two='-4' --nr_results=2 
stdout:
 OO-Info: int_param: -3
OO-Info: int_param_two: -4
OO-Info: float_param: 7.68757228348068988311
OO-Info: choice_param: hallo
RESULT1: 1.86919629907152
RESULT2: 2.10041974750081

stderr was empty
Result: {'RESULT1': 1.86919629907152, 'RESULT2': 2.10041974750081}
Final-results: {'RESULT1': 1.86919629907152, 'RESULT2': 2.10041974750081}
EXIT_CODE: 0
submitit INFO (2025-10-21 11:56:50,781) - Job completed successfully
submitit INFO (2025-10-21 11:56:50,781) - Exiting after successful completion