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	2.9637572848	-48	-26.935153603553772	10	1	1.4564018711

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

2025-12-28 15:20:30 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

Git-Version

Commit: aff3754879666970bb5ac65f0492348de2ba3f04 (9176-7-gaff375487)

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,1.456401871099999967285043567244,2.963757284799999780489088152535,-48,-26.93515360355377197265625,10,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.478022951700000087171815721376,2.39787792539999999874567038205,-94,-69.403889463866576647887995932251,-97,16
2,1766935203,2,e9060000-87b1-449a-b9a1-61e1cc0a6915,1766935205,1766935211,6,./.tests/optimization_example --int_param='-7' --float_param='-29.05600864941973782152' --choice_param='8'  --int_param_two='-76' --nr_results=2,0,,runnervmh13bl,-7,-76,-29.056008649419734268803949817084,8,2_0,COMPLETED,BOTORCH_MODULAR,1.756135144799999991960248735268,2.658354313000000246347553911619,-7,-29.056008649419737821517628617585,-76,8
3,1766935217,1,e9060000-87b1-449a-b9a1-61e1cc0a6915,1766935218,1766935224,6,./.tests/optimization_example --int_param='-100' --float_param='-63.96636251166490438891' --choice_param='16'  --int_param_two='-65' --nr_results=2,0,,runnervmh13bl,-100,-65,-63.96636251166489728348096832633,16,3_0,COMPLETED,BOTORCH_MODULAR,1.737145401378259901292722133803,2.611233981416690053123375037103,-100,-63.966362511664904388908325927332,-65,16


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

Current git-hash: aff3754879666970bb5ac65f0492348de2ba3f04 (last fully tested stable version 7 commits ago [615815d7faceb30fd81f992ecff2c39b1a8872ef, 9176])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 15:19:57] 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: c8be4a50-11c7-4e80-ba2a-fbd189d3ffa4
  ______   .___  ___. .__   __.  __    ______   .______   .___________.___   
 /  __  \  |   \/   | |  \ |  | |  |  /  __  \  |   _  \  |           |__ \  
|  |  |  | |  \  /  | |   \|  | |  | |  |  |  | |  |_)  | `---|  |----`  ) | 
|  |  |  | |  |\/|  | |  . `  | |  | |  |  |  | |   ___/      |  |      / /  
|  `--'  | |  |  |  | |  |\   | |  | |  `--'  | |  |          |  |     / /_  
 \______/  |__|  |__| |__| \__| |__|  \______/  | _|          |__|    |____| 
                                                                             

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=415 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    ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│      0      │    -48    │ -26.935153603553772 │      10       │      1       │ 1.4564018711 │ 2.9637572848 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────┼──────────────┤
│      1      │    -94    │ -69.40388946386658  │      -97      │      16      │ 1.4780229517 │ 2.3978779254 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
                                     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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-12-28 15:20:02 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-12-28 15:20:03 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-12-28 15:20:03 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.90 s/job
2025-12-28 15:20:03 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, eval #1/1 start                    
2025-12-28 15:20:03 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, starting new job                   
2025-12-28 15:20:03 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, started new job                    
2025-12-28 15:20:12 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, new result: RESULT1: 1.756135, RESULT2: 2.658354
2025-12-28 15:20:15 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job          
2025-12-28 15:20:17 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)          
2025-12-28 15:20:17 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.58 s/job     
2025-12-28 15:20:17 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, 3 done, eval #1/1 start                         
2025-12-28 15:20:17 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, 3 done, starting new job                        
2025-12-28 15:20:17 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, 3 done, started new job                         
2025-12-28 15:20:26 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.737145, RESULT2: 2.611234
2025-12-28 15:20:30 (e9060000-87b1-449a-b9a1-61e1cc0a6915): BOTORCH_MODULAR, 4 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.228 │    1 │        0.228 │
│       2 │   0.117 │    1 │        0.117 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.172 │      │              │
│  Median │   0.172 │      │              │
│   Total │   0.345 │      │              │
│     Max │   0.228 │      │              │
│     Min │   0.117 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.898 │    1 │        0.898 │
│         2 │   1.583 │    1 │        1.583 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.240 │      │              │
│    Median │   1.240 │      │              │
│     Total │   2.481 │      │              │
│       Max │   1.583 │      │              │
│       Min │   0.898 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1766935199,784.78125,26.9

`RESULT1` (goal: minimize)

Best value: 1.4564018711
Achieved at:
- RESULT2 = 2.9637572848
- int_param = -48
- float_param = -26.935153603554
- int_param_two = 10
- choice_param = 1

`RESULT2` (goal: minimize)

Best value: 2.3978779254
Achieved at:
- RESULT1 = 1.4780229517
- int_param = -94
- float_param = -69.403889463867
- int_param_two = -97
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-7	-53.5	46.5	2
OO_Info_int_param_two	-76	-65	-70.5	5.5	2
OO_Info_float_param	-63.9664	-29.056	-46.5112	17.4552	2
OO_Info_choice_param	8	16	12	4	2
RESULT1	1.4564	1.7561	1.6069	0.1401	4
RESULT2	2.3979	2.9638	2.6578	0.2021	4
int_param	-100	-7	-62.25	37.7119	4
float_param	-69.4039	-26.9352	-47.3404	19.4545	4
int_param_two	-97	10	-57	40.3547	4
choice_param	1	16	10.25	6.26	4

submitit INFO (2025-12-28 15:20:03,892) - Starting with JobEnvironment(job_id=136831, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 15:20:03,893) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1/single_runs/136831/136831_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -7, "float_param": -29.056008649419738, "int_param_two": -76, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-7' --float_param='-29.05600864941973782152' --choice_param='8'  --int_param_two='-76' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766931941.946543
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766932288.2059536
Last modification: 1766931941.946543
Hostname: runnervmh13bl
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-7' --float_param='-29.05600864941973782152' --choice_param='8'  --int_param_two='-76' --nr_results=2 
stdout:
 OO-Info: int_param: -7
OO-Info: int_param_two: -76
OO-Info: float_param: -29.05600864941973782152
OO-Info: choice_param: 8
RESULT1: 1.75613514481029
RESULT2: 2.65835431297043

stderr was empty
Result: {'RESULT1': 1.75613514481029, 'RESULT2': 2.65835431297043}
Final-results: {'RESULT1': 1.75613514481029, 'RESULT2': 2.65835431297043}
EXIT_CODE: 0
submitit INFO (2025-12-28 15:20:11,402) - Job completed successfully
submitit INFO (2025-12-28 15:20:11,402) - Exiting after successful completion