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	2.8243078181	-32	-86.9065771996975	-28	4	1.1549699025

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
UNIFORM	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

2026-05-31 11:31:55 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, 4 done, █▄▁▃, finishing jobs, finished 1 job

Git-Version

Commit: 4d604d1144428d61572f1a083b390631a8aef853 (9344-1-g4d604d114)

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,1.154969902499999978573441694607,2.824307818099999867200722292182,-32,-86.9065771996974945068359375,-28,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.524053692699999906778884906089,2.733881438200000069116413214942,-71,-63.574457797509616341358196223155,-97,hallo
2,1780227091,1,7c63a41f-0f38-4443-be26-b65c0a85702b,1780227092,1780227098,6,./.tests/optimization_example --int_param='-77' --float_param='-75.57385139546144614542' --choice_param='hallo'  --int_param_two='-94' --nr_results=2,0,,runnervmiav63,-77,-94,-75.573851395461446145418449304998,hallo,2_0,COMPLETED,UNIFORM,1.878792857600000143492025017622,2.130469985399999988118224791833,-77,-75.573851395461446145418449304998,-94,hallo
3,1780227103,1,7c63a41f-0f38-4443-be26-b65c0a85702b,1780227104,1780227110,6,./.tests/optimization_example --int_param='-15' --float_param='-37.91223791247713137409' --choice_param='1'  --int_param_two='-82' --nr_results=2,0,,runnervmiav63,-15,-82,-37.912237912477131374089367454872,1,3_0,COMPLETED,UNIFORM,1.62675001549451003768353984924,2.672376631849569861287818639539,-15,-37.912237912477131374089367454872,-82,1


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

Current git-hash: 4d604d1144428d61572f1a083b390631a8aef853 (last fully tested stable version 1 commit ago [2c09badf8ff71f8f9eee5a24e4a2328f476e658c, 9344])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-31 11:31:27] 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: cb591493-62d3-4ca0-b7c1-9711f0032f8c
/home/runner/.omniax_venvs/Python_3.10.12/x86_64/lib/python3.10/site-packages/plyer/platforms/linux/notification.py:103: UserWarning: The Python dbus package is not installed.
Try installing it with your distribution's package manager, it is usually called python-dbus or python3-dbus, but you might have to try dbus-python instead, e.g. when using pip.
  warnings.warn(msg)
/home/runner/.omniax_venvs/Python_3.10.12/x86_64/lib/python3.10/site-packages/plyer/platforms/linux/notification.py:107: UserWarning: notify-send not found.
  warnings.warn("notify-send not found.")
 _____                           _____           __       ___     
/\  __`\                      __/\  __`\        /\ \__  /'___`\   
\ \ \/\ \    ___ ___     ___ /\_\ \ \/\ \  _____\ \ ,_\/\_\ /\ \  
 \ \ \ \ \ /' __` __`\ /' _ `\/\ \ \ \ \ \/\ '__`\ \ \/\/_/// /__ 
  \ \ \_\ \/\ \/\ \/\ \/\ \/\ \ \ \ \ \_\ \ \ \L\ \ \ \_  // /_\ \
   \ \_____\ \_\ \_\ \_\ \_\ \_\ \_\ \_____\ \ ,__/\ \__\/\______/
    \/_____/\/_/\/_/\/_/\/_/\/_/\/_/\/_____/\ \ \/  \/__/\/_____/ 
                                             \ \_\                
                                              \/_/                

omniopt --continue runs/multi_results_2_results_UNIFORM/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1
Continuation from runs/multi_results_2_results_UNIFORM/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_UNIFORM&run_nr=153 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: UNIFORM 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      │    -32    │  -86.9065771996975  │      -28      │      4       │    1.1549699025    │   2.8243078181   │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│      1      │    -71    │ -63.574457797509616 │      -97      │    hallo     │    1.5240536927    │   2.7338814382   │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│      2      │    -77    │ -75.57385139546145  │      -94      │    hallo     │ 1.8787928576000001 │   2.1304699854   │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│      3      │    -15    │ -37.91223791247713  │      -82      │      1       │  1.62675001549451  │ 2.67237663184957 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│                                                                                                                                                                                                      │
│  ✅  Optimization complete!                                                                                                                                                                          │
│                                                                                                                                                                                                      │
│    📊 Trials: 2 succeeded / 0 failed / 4 done / 4 submitted                                                                                                                                          │
│    ⏱️  Duration: 35s                                                                                                                                                                                 │
│    🏆 Best RESULT1: 1.1549699025                                                                                                                                                                     │
│    🏆 Best RESULT2: 2.1304699854                                                                                                                                                                     │
│    📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/results.csv                                                                                                  │
│    🧠 Model: UNIFORM                                                                                                                                                                                 │
│                                                                                                                                                                                                      │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

2026-05-31 11:31:31 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, Started OmniOpt2 run...
2026-05-31 11:31:31 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, getting new HP set (no sbatch)
2026-05-31 11:31:31 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, requested 1 jobs, got 1, 0.03 s/job
2026-05-31 11:31:31 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, eval #1/1 start                    
2026-05-31 11:31:31 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, starting new job                   
2026-05-31 11:31:31 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, started new job                    
2026-05-31 11:31:40 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, new result: RESULT1: 1.878793, RESULT2: 2.130470
2026-05-31 11:31:43 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, 3 done, █▄▁, finishing jobs, finished 1 job     
2026-05-31 11:31:43 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, 3 done, █▄▁, getting new HP set (no sbatch)     
2026-05-31 11:31:43 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, 3 done, █▄▁, requested 1 jobs, got 1, 0.07 s/job
2026-05-31 11:31:43 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, 3 done, █▄▁, eval #1/1 start                    
2026-05-31 11:31:43 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, 3 done, █▄▁, starting new job                   
2026-05-31 11:31:43 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, 3 done, █▄▁, started new job                    
2026-05-31 11:31:52 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, 3 done, █▄▁, new result: RESULT1: 1.626750, RESULT2: 2.672377
2026-05-31 11:31:55 (7c63a41f-0f38-4443-be26-b65c0a85702b): UNIFORM, 4 done, █▄▁▃, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.101 │    1 │        0.101 │
│       2 │   0.089 │    1 │        0.089 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.095 │      │              │
│  Median │   0.095 │      │              │
│   Total │   0.190 │      │              │
│     Max │   0.101 │      │              │
│     Min │   0.089 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.027 │    1 │        0.027 │
│         2 │   0.068 │    1 │        0.068 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.047 │      │              │
│    Median │   0.047 │      │              │
│     Total │   0.095 │      │              │
│       Max │   0.068 │      │              │
│       Min │   0.027 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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_UNIFORM/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
nr_evals_per_arm	1
disable_notifications	False
dump_config	None
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
1780227088,756.82421875,28.2

`RESULT1` (goal: minimize)

Best value: 1.1549699025
Achieved at:
- RESULT2 = 2.8243078181
- int_param = -32
- float_param = -86.906577199697
- int_param_two = -28
- choice_param = 4

`RESULT2` (goal: minimize)

Best value: 2.1304699854
Achieved at:
- RESULT1 = 1.8787928576
- int_param = -77
- float_param = -75.573851395461
- int_param_two = -94
- choice_param = hallo

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-77	-15	-46	31	2
OO_Info_int_param_two	-94	-82	-88	6	2
OO_Info_float_param	-75.5739	-37.9122	-56.743	18.8308	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.155	1.8788	1.5461	0.2601	4
RESULT2	2.1305	2.8243	2.5903	0.2709	4
int_param	-77	-15	-48.75	26.042	4
float_param	-86.9066	-37.9122	-65.9918	18.1903	4
int_param_two	-97	-28	-75.25	27.8512	4
choice_param	No numerical statistics available

submitit INFO (2026-05-31 11:31:31,382) - Starting with JobEnvironment(job_id=161973, hostname=runnervmiav63, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-31 11:31:31,382) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/161973/161973_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -77, "float_param": -75.57385139546145, "int_param_two": -94, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-77' --float_param='-75.57385139546144614542' --choice_param='hallo'  --int_param_two='-94' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1780223847.3887067
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1780224441.1463706
Last modification: 1780223847.3887067
Hostname: runnervmiav63
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-77' --float_param='-75.57385139546144614542' --choice_param='hallo'  --int_param_two='-94' --nr_results=2 
stdout:
 OO-Info: int_param: -77
OO-Info: int_param_two: -94
OO-Info: float_param: -75.57385139546144614542
OO-Info: choice_param: hallo
RESULT1: 1.87879285759209
RESULT2: 2.13046998539673

stderr was empty
Result: {'RESULT1': 1.87879285759209, 'RESULT2': 2.13046998539673}
Final-results: {'RESULT1': 1.87879285759209, 'RESULT2': 2.13046998539673}
EXIT_CODE: 0
submitit INFO (2026-05-31 11:31:38,838) - Job completed successfully
submitit INFO (2026-05-31 11:31:38,839) - Exiting after successful completion