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
-4.0	-99.0	-71.29429432618466	1.0	2.9595853657	-4	-71.29429432618466	-99	1	1.26992326

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

2025-11-12 22:26:27 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 5138dac9699446835928527562b5e2b197c923f4 (9081-1-g5138dac96)

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,1.578800437099999953716178424656,2.954665823200000041026669350686,-57,-7.09327638149261474609375,-35,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BO_MIXED,1.371904723899999956060469230579,2.052993837599999871201816858957,10,-100,-100,1
2,1762986347,2,54ce4e7e-9275-4eab-80d8-1b7ac5950af9,1762986349,1762986355,6,./.tests/optimization_example --int_param='-4' --float_param='-71.2942943261846551195' --choice_param='1'  --int_param_two='-99' --nr_results=2,0,,runnervmw9dnm,-4,-99,-71.294294326184655119504895992577,1,2_0,COMPLETED,BO_MIXED,1.269923260000000109215534394025,2.959585365700000192390461961622,-4,-71.294294326184655119504895992577,-99,1
3,1762986373,2,54ce4e7e-9275-4eab-80d8-1b7ac5950af9,1762986375,1762986381,6,./.tests/optimization_example --int_param='-19' --float_param='-94.58429559913852813224' --choice_param='1'  --int_param_two='-98' --nr_results=2,0,,runnervmw9dnm,-19,-98,-94.584295599138528132243664003909,1,3_0,COMPLETED,BO_MIXED,1.701833852640449951110213078209,2.026915857891680161628755740821,-19,-94.584295599138528132243664003909,-98,1


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

Current git-hash: 5138dac9699446835928527562b5e2b197c923f4 (last fully tested stable version 1 commit ago [89433b41022e8fe4b56f9ee505d15c6dc554fb05, 9081])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-12 22:25:35] 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: fbf0b61d-c753-4bd2-a9ff-ca9ccf1a9976
   ____                  _ ____        __ ___ 
  / __ \____ ___  ____  (_) __ \____  / /|__ \
 / / / / __ `__ \/ __ \/ / / / / __ \/ __/_/ /
/ /_/ / / / / / / / / / / /_/ / /_/ / /_/ __/ 
\____/_/ /_/ /_/_/ /_/_/\____/ .___/\__/____/ 
                            /_/               

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=203 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      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      1      │    10     │        -100        │     -100      │      1       │   1.3719047239   │   2.0529938376   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      2      │    -4     │ -71.29429432618466 │      -99      │      1       │    1.26992326    │   2.9595853657   │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    -19    │ -94.58429559913853 │      -98      │      1       │ 1.70183385264045 │ 2.02691585789168 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
                                     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 22:25:39 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, Started OmniOpt2 run...
2025-11-12 22:25:47 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, getting new HP set (no sbatch)
2025-11-12 22:25:47 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, requested 1 jobs, got 1, 7.24 s/job
2025-11-12 22:25:47 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, eval #1/1 start                    
2025-11-12 22:25:47 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, starting new job                   
2025-11-12 22:25:47 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, started new job                    
2025-11-12 22:25:56 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, new result: RESULT1: 1.269923, RESULT2: 2.959585
2025-11-12 22:26:00 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, 3 done, finishing jobs, finished 1 job          
2025-11-12 22:26:13 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, 3 done, getting new HP set (no sbatch)          
2025-11-12 22:26:13 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, 3 done, requested 1 jobs, got 1, 13.32 s/job    
2025-11-12 22:26:13 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, 3 done, eval #1/1 start                         
2025-11-12 22:26:13 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, 3 done, starting new job                        
2025-11-12 22:26:13 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, 3 done, started new job                         
2025-11-12 22:26:22 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, 3 done, new result: RESULT1: 1.701834, RESULT2: 2.026916
2025-11-12 22:26:27 (54ce4e7e-9275-4eab-80d8-1b7ac5950af9): BO_MIXED, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.227 │    1 │        0.227 │
│       2 │   0.113 │    1 │        0.113 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.170 │      │              │
│  Median │   0.170 │      │              │
│   Total │   0.340 │      │              │
│     Max │   0.227 │      │              │
│     Min │   0.113 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   7.244 │    1 │        7.244 │
│         2 │  13.319 │    1 │       13.319 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │  10.282 │      │              │
│    Median │  10.282 │      │              │
│     Total │  20.563 │      │              │
│       Max │  13.319 │      │              │
│       Min │   7.244 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762986336,778.4375,27.3

`RESULT1` (goal: minimize)

Best value: 1.26992326
Achieved at:
- RESULT2 = 2.9595853657
- int_param = -4
- float_param = -71.294294326185
- int_param_two = -99
- choice_param = 1

`RESULT2` (goal: minimize)

Best value: 2.0269158578917
Achieved at:
- RESULT1 = 1.7018338526404
- int_param = -19
- float_param = -94.584295599139
- int_param_two = -98
- choice_param = 1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-19	-4	-11.5	7.5	2
OO_Info_int_param_two	-99	-98	-98.5	0.5	2
OO_Info_float_param	-94.5843	-71.2943	-82.9393	11.645	2
OO_Info_choice_param	1	1	1	0	2
RESULT1	1.2699	1.7018	1.4806	0.1694	4
RESULT2	2.0269	2.9596	2.4985	0.4587	4
int_param	-57	10	-17.5	25.005	4
float_param	-100	-7.0933	-68.243	36.9153	4
int_param_two	-100	-35	-83	27.7218	4
choice_param	1	2	1.25	0.433	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 (2025-11-12 22:25:47,622) - Starting with JobEnvironment(job_id=181666, hostname=runnervmw9dnm, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-12 22:25:47,622) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/1/single_runs/181666/181666_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -4, "float_param": -71.29429432618466, "choice_param": 1, "int_param_two": -99}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-4' --float_param='-71.2942943261846551195' --choice_param='1'  --int_param_two='-99' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762982323.3872025
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762982713.652792
Last modification: 1762982323.3872025
Hostname: runnervmw9dnm
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-4' --float_param='-71.2942943261846551195' --choice_param='1'  --int_param_two='-99' --nr_results=2 
stdout:
 OO-Info: int_param: -4
OO-Info: int_param_two: -99
OO-Info: float_param: -71.2942943261846551195
OO-Info: choice_param: 1
RESULT1: 1.26992326004347
RESULT2: 2.95958536569694

stderr was empty
Result: {'RESULT1': 1.26992326004347, 'RESULT2': 2.95958536569694}
Final-results: {'RESULT1': 1.26992326004347, 'RESULT2': 2.95958536569694}
EXIT_CODE: 0
submitit INFO (2025-11-12 22:25:55,215) - Job completed successfully
submitit INFO (2025-11-12 22:25:55,215) - Exiting after successful completion