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	2.354264509	-100	-86.66704326868057	-87	hallo	1.0798819604

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BO_MIXED	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

2025-11-04 10:42:06 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 9507608b1bca7a77f5bba2d88ca9534148ebc9b9 (9043-1-g9507608b1)

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,1.079881960400000062705316850042,2.354264509000000060723323258571,-100,-86.667043268680572509765625,-87,hallo
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.538722190600000150340065374621,2.286673444199999849502091819886,10,10,10,1
2,1762252884,2,7326a82c-3872-4c64-8892-975a5fcbbbc1,1762252886,1762252892,6,./.tests/optimization_example --int_param='10' --float_param='-65.83874260273410072841' --choice_param='2'  --int_param_two='10' --nr_results=2,0,,runnervmf2e7y,10,10,-65.838742602734100728412158787251,2,2_0,COMPLETED,BO_MIXED,1.614700756099999967574376569246,2.006219745000000109769189293729,10,-65.838742602734100728412158787251,10,2
3,1762252913,2,7326a82c-3872-4c64-8892-975a5fcbbbc1,1762252915,1762252921,6,./.tests/optimization_example --int_param='-98' --float_param='-77.1193551926789098161' --choice_param='2'  --int_param_two='-85' --nr_results=2,0,,runnervmf2e7y,-98,-85,-77.119355192678909816095256246626,2,3_0,COMPLETED,BO_MIXED,1.136070928144369940326896539773,2.057220766178459836481806632946,-98,-77.119355192678909816095256246626,-85,2


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

Current git-hash: 9507608b1bca7a77f5bba2d88ca9534148ebc9b9 (last fully tested stable version 1 commit ago [f39359d3a3db0d7c140699e6c342fe0570361142, 9043])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 10:41:09] 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: 41575403-3f0c-428a-a19e-485578e57f1a
   ____                  _ ____        __ ___ 
  / __ \____ ___  ____  (_) __ \____  / /|__ \
 / / / / __ `__ \/ __ \/ / / / / __ \/ __/_/ /
/ /_/ / / / / / / / / / / /_/ / /_/ / /_/ __/ 
\____/_/ /_/ /_/_/ /_/_/\____/ .___/\__/____/ 
                            /_/               

omniopt --continue runs/multi_results_2_results_BO_MIXED/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1
Continuation from runs/multi_results_2_results_BO_MIXED/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_BO_MIXED&run_nr=51 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BO_MIXED 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    │ -86.66704326868057 │      -87      │    hallo     │   1.0798819604   │   2.354264509    │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      2      │    10     │ -65.8387426027341  │      10       │      2       │   1.6147007561   │   2.006219745    │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    -98    │ -77.11935519267891 │      -85      │      2       │ 1.13607092814437 │ 2.05722076617846 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-04 10:41:12 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, Started OmniOpt2 run...
2025-11-04 10:41:24 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, getting new HP set (no sbatch)
2025-11-04 10:41:24 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, requested 1 jobs, got 1, 11.60 s/job
2025-11-04 10:41:24 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, eval #1/1 start                     
2025-11-04 10:41:24 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, starting new job                    
2025-11-04 10:41:24 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, started new job                     
2025-11-04 10:41:33 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, new result: RESULT1: 1.614701, RESULT2: 2.006220
2025-11-04 10:41:36 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, 3 done, finishing jobs, finished 1 job          
2025-11-04 10:41:53 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, 3 done, getting new HP set (no sbatch)          
2025-11-04 10:41:53 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, 3 done, requested 1 jobs, got 1, 16.74 s/job    
2025-11-04 10:41:53 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, 3 done, eval #1/1 start                         
2025-11-04 10:41:53 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, 3 done, starting new job                        
2025-11-04 10:41:53 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, 3 done, started new job                         
2025-11-04 10:42:02 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, 3 done, new result: RESULT1: 1.136071, RESULT2: 2.057221
2025-11-04 10:42:06 (7326a82c-3872-4c64-8892-975a5fcbbbc1): BO_MIXED, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.223 │    1 │        0.223 │
│       2 │   0.107 │    1 │        0.107 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.165 │      │              │
│  Median │   0.165 │      │              │
│   Total │   0.330 │      │              │
│     Max │   0.223 │      │              │
│     Min │   0.107 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │  11.600 │    1 │       11.600 │
│         2 │  16.739 │    1 │       16.739 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │  14.170 │      │              │
│    Median │  14.170 │      │              │
│     Total │  28.339 │      │              │
│       Max │  16.739 │      │              │
│       Min │  11.600 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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_BO_MIXED/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
1762252870,778.40234375,27.1

`RESULT1` (goal: minimize)

Best value: 1.0798819604
Achieved at:
- RESULT2 = 2.354264509
- int_param = -100
- float_param = -86.667043268681
- int_param_two = -87

`RESULT2` (goal: minimize)

Best value: 2.006219745
Achieved at:
- RESULT1 = 1.6147007561
- int_param = 10
- float_param = -65.838742602734
- int_param_two = 10

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-98	10	-44	54	2
OO_Info_int_param_two	-85	10	-37.5	47.5	2
OO_Info_float_param	-77.1194	-65.8387	-71.479	5.6403	2
OO_Info_choice_param	2	2	2	0	2
RESULT1	1.0799	1.6147	1.3423	0.2367	4
RESULT2	2.0062	2.3543	2.1761	0.1474	4
int_param	-100	10	-44.5	54.5046	4
float_param	-86.667	10	-54.9063	38.192	4
int_param_two	-87	10	-38	48.0052	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 (2025-11-04 10:41:25,094) - Starting with JobEnvironment(job_id=181078, hostname=runnervmf2e7y, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 10:41:25,095) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/single_runs/181078/181078_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": 10, "float_param": -65.8387426027341, "choice_param": 2, "int_param_two": 10}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='10' --float_param='-65.83874260273410072841' --choice_param='2'  --int_param_two='10' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762249473.9055042
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762249845.282344
Last modification: 1762249473.9055042
Hostname: runnervmf2e7y
========
DEBUG INFOS END

./.tests/optimization_example --int_param='10' --float_param='-65.83874260273410072841' --choice_param='2'  --int_param_two='10' --nr_results=2 
stdout:
 OO-Info: int_param: 10
OO-Info: int_param_two: 10
OO-Info: float_param: -65.83874260273410072841
OO-Info: choice_param: 2
RESULT1: 1.61470075610942
RESULT2: 2.00621974500561

stderr was empty
Result: {'RESULT1': 1.61470075610942, 'RESULT2': 2.00621974500561}
Final-results: {'RESULT1': 1.61470075610942, 'RESULT2': 2.00621974500561}
EXIT_CODE: 0
submitit INFO (2025-11-04 10:41:32,652) - Job completed successfully
submitit INFO (2025-11-04 10:41:32,653) - Exiting after successful completion