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
-53.0	-89.0	-79.19501227804787	8	2.56271005966434	-53	-79.19501227804788	-89	8	1.08450488241306

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

2025-11-20 13:46:31 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: 446fae876e6429c6c99bfdda59df72d5e612ee2a (9083-6-g446fae876)

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,1.461034031700000124232019516057,2.737008377300000017129377738456,-34,-21.60497248172760009765625,-9,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.462329924400000091821993919439,2.030218557099999987514138410916,-34,-59.048896931185204550729395123199,-94,8
2,1763646341,2,91990345-1974-4138-b5c0-842d02ef297d,1763646343,1763646349,6,./.tests/optimization_example --int_param='-66' --float_param='-90.94292426473525381425' --choice_param='hallo'  --int_param_two='-80' --nr_results=2,0,,runnervmfxdz0,-66,-80,-90.942924264735225392541906330734,hallo,2_0,COMPLETED,BOTORCH_MODULAR,1.156869549600000102174135463429,2.938130278700000097558131528785,-66,-90.942924264735253814251336734742,-80,hallo
3,1763646360,2,91990345-1974-4138-b5c0-842d02ef297d,1763646362,1763646368,6,./.tests/optimization_example --int_param='-53' --float_param='-79.19501227804788356934' --choice_param='8'  --int_param_two='-89' --nr_results=2,0,,runnervmfxdz0,-53,-89,-79.195012278047869358488242141902,8,3_0,COMPLETED,BOTORCH_MODULAR,1.084504882413060089518808126741,2.562710059664340178642305545509,-53,-79.195012278047883569342957343906,-89,8


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

Current git-hash: 446fae876e6429c6c99bfdda59df72d5e612ee2a (last fully tested stable version 6 commits ago [91fbcf2592bafca205c776a3bb503b30557d1f5d, 9083])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 13:45:35] 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: 60f7ca80-506f-4650-a393-ae9d0af3e5b3
  __                         __           __ 
 /\_\/                   o  /\_\/        /  )
|    | _  _  _    _  _     |    |  _ _|_   / 
|    |/ |/ |/ |  / |/ |  | |    ||/ \_|   /  
 \__/   |  |  |_/  |  |_/|_/\__/ |__/ |_//___
                                /|           
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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=228 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      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      1      │    -34    │ -59.048896931185205 │      -94      │      8       │   1.4623299244   │   2.0302185571   │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│      3      │    -53    │ -79.19501227804788  │      -89      │      8       │ 1.08450488241306 │ 2.56271005966434 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-20 13:45:40 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-20 13:45:41 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-20 13:45:41 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.14 s/job
2025-11-20 13:45:41 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-20 13:45:41 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, starting new job                   
2025-11-20 13:45:42 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, started new job                    
2025-11-20 13:45:51 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, new result: RESULT1: 1.156870, RESULT2: 2.938130
2025-11-20 13:45:58 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job          
2025-11-20 13:46:00 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)          
2025-11-20 13:46:00 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 2.36 s/job     
2025-11-20 13:46:00 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, 3 done, eval #1/1 start                         
2025-11-20 13:46:00 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, 3 done, starting new job                        
2025-11-20 13:46:00 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, 3 done, started new job                         
2025-11-20 13:46:09 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.084505, RESULT2: 2.562710
2025-11-20 13:46:31 (91990345-1974-4138-b5c0-842d02ef297d): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.106 │    1 │        0.106 │
│       2 │   0.093 │    1 │        0.093 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.100 │      │              │
│  Median │   0.100 │      │              │
│   Total │   0.200 │      │              │
│     Max │   0.106 │      │              │
│     Min │   0.093 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.139 │    1 │        1.139 │
│         2 │   2.365 │    1 │        2.365 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.752 │      │              │
│    Median │   1.752 │      │              │
│     Total │   3.503 │      │              │
│       Max │   2.365 │      │              │
│       Min │   1.139 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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

This logs the CPU and RAM usage of the main worker process.

timestamp,ram_usage_mb,cpu_usage_percent
1763646335,752.8046875,28.7
1763646401,791.08984375,5.8

`RESULT1` (goal: minimize)

Best value: 1.0845048824131
Achieved at:
- RESULT2 = 2.5627100596643
- int_param = -53
- float_param = -79.195012278048
- int_param_two = -89
- choice_param = 8

`RESULT2` (goal: minimize)

Best value: 2.0302185571
Achieved at:
- RESULT1 = 1.4623299244
- int_param = -34
- float_param = -59.048896931185
- int_param_two = -94
- choice_param = 8

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-66	-53	-59.5	6.5	2
OO_Info_int_param_two	-89	-80	-84.5	4.5	2
OO_Info_float_param	-90.9429	-79.195	-85.069	5.874	2
OO_Info_choice_param	No numerical statistics available
RESULT1	1.0845	1.4623	1.2912	0.1724	4
RESULT2	2.0302	2.9381	2.567	0.3372	4
int_param	-66	-34	-46.75	13.5531	4
float_param	-90.9429	-21.605	-62.698	26.3243	4
int_param_two	-94	-9	-68	34.4311	4
choice_param	No numerical statistics available

submitit INFO (2025-11-20 13:45:42,299) - Starting with JobEnvironment(job_id=174562, hostname=runnervmfxdz0, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-20 13:45:42,299) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/174562/174562_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -66, "float_param": -90.94292426473525, "int_param_two": -80, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-66' --float_param='-90.94292426473525381425' --choice_param='hallo'  --int_param_two='-80' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1763642841.7677054
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1763643214.329055
Last modification: 1763642841.7677054
Hostname: runnervmfxdz0
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-66' --float_param='-90.94292426473525381425' --choice_param='hallo'  --int_param_two='-80' --nr_results=2 
stdout:
 OO-Info: int_param: -66
OO-Info: int_param_two: -80
OO-Info: float_param: -90.94292426473525381425
OO-Info: choice_param: hallo
RESULT1: 1.15686954961075
RESULT2: 2.93813027869643

stderr was empty
Result: {'RESULT1': 1.15686954961075, 'RESULT2': 2.93813027869643}
Final-results: {'RESULT1': 1.15686954961075, 'RESULT2': 2.93813027869643}
EXIT_CODE: 0
submitit INFO (2025-11-20 13:45:49,861) - Job completed successfully
submitit INFO (2025-11-20 13:45:49,861) - Exiting after successful completion