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	2.696262806	-2	-24.504734484889582	-63	2	1.1524368097

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

2025-10-21 08:51:16 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 63e807fc69b6d664197862121120493d1af21f37 (8689-8-g63e807fc6)

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,1.718244280700000015116302165552,2.788465650100000026156976673519,-74,-77.27665424346923828125,-84,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,UNIFORM,1.152436809699999953338078739762,2.696262806000000011863448889926,-2,-24.504734484889581835886929184198,-63,2
2,1761036652,2,802c5418-50c7-4c9d-a6db-ec2b8f04c7d4,1761036654,1761036660,6,./.tests/optimization_example --int_param='-4' --float_param='-52.06136073509195938414' --choice_param='hallo'  --int_param_two='-31' --nr_results=2,0,,runnervmnfq8z,-4,-31,-52.06136073509195938413540716283,hallo,2_0,COMPLETED,UNIFORM,1.708991594500000044121179598733,2.104129793199999820529910721234,-4,-52.06136073509195938413540716283,-31,hallo
3,1761036664,2,802c5418-50c7-4c9d-a6db-ec2b8f04c7d4,1761036666,1761036672,6,./.tests/optimization_example --int_param='-52' --float_param='-11.49522134773168602351' --choice_param='4'  --int_param_two='-37' --nr_results=2,0,,runnervmnfq8z,-52,-37,-11.495221347731686023507791105658,4,3_0,COMPLETED,UNIFORM,1.47607247305951005955648724921,2.72402759347775980103278925526,-52,-11.495221347731686023507791105658,-37,4


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

Current git-hash: 63e807fc69b6d664197862121120493d1af21f37 (last fully tested stable version 8 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 08:50:50] 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: 6e1903ab-4794-48af-8626-2b8f43fa31c1
 ____  _      _      _  ____  ____ _____ ____ 
/  _ \/ \__/|/ \  /|/ \/  _ \/  __Y__ __Y_   \
| / \|| |\/||| |\ ||| || / \||  \/| / \  /   /
| \_/|| |  ||| | \||| || \_/||  __/ | | /   /_
\____/\_/  \|\_/  \|\_/\____/\_/    \_/ \____/
                                              

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=21 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    ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│      1      │    -2     │ -24.504734484889582 │      -63      │      2       │ 1.1524368097 │ 2.696262806  │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      2      │    -4     │ -52.06136073509196  │      -31      │    hallo     │ 1.7089915945 │ 2.1041297932 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
                                     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 08:50:52 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, Started OmniOpt2 run...
2025-10-21 08:50:52 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, getting new HP set (no sbatch)
2025-10-21 08:50:52 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, requested 1 jobs, got 1, 0.03 s/job
2025-10-21 08:50:52 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, eval #1/1 start                    
2025-10-21 08:50:52 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, starting new job                   
2025-10-21 08:50:52 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, started new job                    
2025-10-21 08:51:01 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, new result: 1.70899159445344       
2025-10-21 08:51:04 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, 3 done, finishing jobs, finished 1 job
2025-10-21 08:51:04 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, 3 done, getting new HP set (no sbatch)
2025-10-21 08:51:04 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, 3 done, requested 1 jobs, got 1, 0.07 s/job
2025-10-21 08:51:04 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, 3 done, eval #1/1 start                    
2025-10-21 08:51:04 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, 3 done, starting new job                   
2025-10-21 08:51:04 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, 3 done, started new job                    
2025-10-21 08:51:13 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, 3 done, new result: 1.47607247305951       
2025-10-21 08:51:16 (802c5418-50c7-4c9d-a6db-ec2b8f04c7d4): UNIFORM, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.100 │    1 │        0.100 │
│       2 │   0.088 │    1 │        0.088 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.094 │      │              │
│  Median │   0.094 │      │              │
│   Total │   0.188 │      │              │
│     Max │   0.100 │      │              │
│     Min │   0.088 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.033 │    1 │        0.033 │
│         2 │   0.074 │    1 │        0.074 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.054 │      │              │
│    Median │   0.054 │      │              │
│     Total │   0.107 │      │              │
│       Max │   0.074 │      │              │
│       Min │   0.033 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
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
1761036652,756.69140625,24.6

`RESULT1` (goal: minimize)

Best value: 1.1524368097
Achieved at:
- RESULT2 = 2.696262806
- int_param = -2
- float_param = -24.50473448489
- int_param_two = -63
- choice_param = 2

`RESULT2` (goal: minimize)

Best value: 2.1041297932
Achieved at:
- RESULT1 = 1.7089915945
- int_param = -4
- float_param = -52.061360735092
- int_param_two = -31
- choice_param = hallo

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-52	-4	-28	24	2
OO_Info_int_param_two	-37	-31	-34	3	2
OO_Info_float_param	-52.0614	-11.4952	-31.7783	20.2831	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.1524	1.7182	1.5139	0.2302	4
RESULT2	2.1041	2.7885	2.5782	0.2758	4
int_param	-74	-2	-33	31	4
float_param	-77.2767	-11.4952	-41.3345	25.3994	4
int_param_two	-84	-31	-53.75	21.2058	4
choice_param	No numerical statistics available

submitit INFO (2025-10-21 08:50:52,894) - Starting with JobEnvironment(job_id=157883, hostname=runnervmnfq8z, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-21 08:50:52,894) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/1/single_runs/157883/157883_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -4, "float_param": -52.06136073509196, "int_param_two": -31, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-4' --float_param='-52.06136073509195938414' --choice_param='hallo'  --int_param_two='-31' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1761034029.2962508
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761034404.8912928
Last modification: 1761034029.2962508
Hostname: runnervmnfq8z
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-4' --float_param='-52.06136073509195938414' --choice_param='hallo'  --int_param_two='-31' --nr_results=2 
stdout:
 OO-Info: int_param: -4
OO-Info: int_param_two: -31
OO-Info: float_param: -52.06136073509195938414
OO-Info: choice_param: hallo
RESULT1: 1.70899159445344
RESULT2: 2.10412979321288

stderr was empty
Result: {'RESULT1': 1.70899159445344, 'RESULT2': 2.10412979321288}
Final-results: {'RESULT1': 1.70899159445344, 'RESULT2': 2.10412979321288}
EXIT_CODE: 0
submitit INFO (2025-10-21 08:51:00,417) - Job completed successfully
submitit INFO (2025-10-21 08:51:00,417) - Exiting after successful completion