OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	4
Max. nr. evaluations (from arguments)	2
Number random steps	1
Nr. of workers (parameter)	1
Nr. imported jobs	2

Best RESULT, min (total: 2 + inserted jobs: 2)

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	int_param	float_param	int_param_two	choice_param	RESULT
-99.0	10.0	-100.0	16.0	-99	-100.0	10	16	-220533.32

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
RESULT	min

Last progressbar status

2026-02-08 05:13:37 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, best RESULT: -220533.32, finishing jobs, finished 1 job

Git-Version

Commit: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (9230)

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,RESULT,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,-95293.611031769192777574062347412109,-31,-83.635371625423431396484375,-10,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-82345.248833173696766607463359832764,6,0.877757489257280920647019684111,-86,2
2,1770527594,2,613882e2-c546-4f0d-a29a-cf7c68ea4414,1770527596,1770527602,6,./.tests/optimization_example  --int_param='-99' --float_param='-100' --choice_param='16' --int_param_two='10' --nr_results=1,0,,runnervmwffz4,-99,10,-100,16,2_0,COMPLETED,BOTORCH_MODULAR,-220533.320000000006984919309616088867,-99,-100,10,16
3,1770527607,1,613882e2-c546-4f0d-a29a-cf7c68ea4414,1770527608,1770527614,6,./.tests/optimization_example  --int_param='-100' --float_param='-44.83575311426117337987' --choice_param='16' --int_param_two='10' --nr_results=1,0,,runnervmwffz4,-100,10,-44.835753114261166274445713497698,16,3_0,COMPLETED,BOTORCH_MODULAR,-137211.342884656012756749987602233887,-100,-44.8357531142611733798730710987,10,16


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

Current git-hash: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (version: 9230)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-08 05:13:01] 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
Run-UUID: ba190e37-add0-42fc-9ace-2f1e59958ae5
  ________________________________________________
| OmniOpt2 - Finding the sweet spot in the matrix. |
  ================================================
                                                  \
                                                   \
                                                    \
                                                     \
                                                                           / \\  //\\
                                                            |\\___/|      /   \\//  \\\\
                                                            /0  0  \\__  /    //  | \\ \\
                                                           /     /  \\/_/    //   |  \\  \\
                                                           \@_^_\@'/   \\/_   //    |   \\   \\
                                                           //_^_/     \\/_ //     |    \\    \\
                                                        ( //) |        \\///      |     \\     \\
                                                      ( / /) _|_ /   )  //       |      \\     _\\
                                                    ( // /) '/,_ _ _/  ( ; -.    |    _ _\\.-~        .-~~~^-.
                                                  (( / / )) ,-{        _      `-.|.-~-.           .~         `.
                                                 (( // / ))  '/\\      /                 ~-. _ .-~      .-~^-.  \\
                                                 (( /// ))      `.   {            }                   /      \\  \\
                                                  (( / ))     .----~-.\\        \\-'                 .~         \\  `. \\^-.
                                                             ///.----..>        \\             _ -~             `.  ^-`  ^-_
                                                               ///-._ _ _ _ _ _ _}^ - - - - ~                     ~-- ,.-~
                                                                                                                  /.-~
omniopt --continue runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0 --num_parallel_jobs 1 --worker_timeout 10 --follow --gpus=0 --mem_gb=4 --num_random_steps=1 --max_eval=2 --send_anonymized_usage_stats --generate_all_jobs_at_once --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
Continuation from runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=3 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 5 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=1
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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT      │         min │
└─────────────┴─────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description                                                 ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Best RESULT, min (total: 2 + inserted jobs: 2)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT     ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ -99.0             │ 10.0                  │ -100.0              │ 16.0                 │ -99       │ -100.0      │ 10            │ 16           │ -220533.32 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────┴───────────────┴──────────────┴────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-02-08 05:13:10 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-02-08 05:13:14 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-02-08 05:13:14 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, requested 1 jobs, got 1, 4.65 s/job
2026-02-08 05:13:14 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, eval #1/1 start                    
2026-02-08 05:13:14 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, starting new job                   
2026-02-08 05:13:14 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, started new job                    
2026-02-08 05:13:24 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, new result: RESULT: -220533.320000 
2026-02-08 05:13:25 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, best RESULT: -220533.32, finishing jobs, finished 1 job
2026-02-08 05:13:26 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, best RESULT: -220533.32, getting new HP set (no sbatch)
2026-02-08 05:13:26 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, best RESULT: -220533.32, requested 1 jobs, got 1, 0.96 s/job
2026-02-08 05:13:27 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, best RESULT: -220533.32, eval #1/1 start                    
2026-02-08 05:13:27 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, best RESULT: -220533.32, starting new job                   
2026-02-08 05:13:27 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, best RESULT: -220533.32, started new job                    
2026-02-08 05:13:36 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, best RESULT: -220533.32, new result: RESULT: -137211.342885 
2026-02-08 05:13:37 (613882e2-c546-4f0d-a29a-cf7c68ea4414): BOTORCH_MODULAR, best RESULT: -220533.32, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.232 │    1 │        0.232 │
│       2 │   0.084 │    1 │        0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.158 │      │              │
│  Median │   0.158 │      │              │
│   Total │   0.316 │      │              │
│     Max │   0.232 │      │              │
│     Min │   0.084 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   4.646 │    1 │        4.646 │
│         2 │   0.963 │    1 │        0.963 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   2.805 │      │              │
│    Median │   2.805 │      │              │
│     Total │   5.610 │      │              │
│       Max │   4.646 │      │              │
│       Min │   0.963 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	None
experiment_name	None
mem_gb	4
parameter	None
continue_previous_job	runs/__main__tests__BOTORCH_MODULAR___nogridsearch/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	True
send_anonymized_usage_stats	True
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	True
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	1
worker_timeout	10
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
1770527582,793.5859375,27.1

`RESULT` (goal: minimize)

Best value: -220533.32
Achieved at:
- int_param = -99
- float_param = -100
- int_param_two = 10
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-99	-99.5	0.5	2
OO_Info_int_param_two	10	10	10	0	2
OO_Info_float_param	-100	-44.8358	-72.4179	27.5821	2
OO_Info_choice_param	16	16	16	0	2
RESULT	-220533.32	-82345.2488	-133845.8807	54001.4607	4
int_param	-100	6	-56	45.4258	4
float_param	-100	0.8778	-56.8983	38.9108	4
int_param_two	-86	10	-19	39.5348	4
choice_param	2	16	12.5	6.0622	4

submitit INFO (2026-02-08 05:13:15,220) - Starting with JobEnvironment(job_id=65977, hostname=runnervmwffz4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-02-08 05:13:15,221) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1/single_runs/65977/65977_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -99, "float_param": -100.0, "int_param_two": 10, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-99' --float_param='-100' --choice_param='16' --int_param_two='10' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1770526865.6623046
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1770527541.8290102
Last modification: 1770526865.6623046
Hostname: runnervmwffz4
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-99' --float_param='-100' --choice_param='16' --int_param_two='10' --nr_results=1
stdout:
 OO-Info: int_param: -99
OO-Info: int_param_two: 10
OO-Info: float_param: -100
OO-Info: choice_param: 16
RESULT: -220533.32

stderr was empty
Result: {'RESULT': -220533.32}
Final-results: {'RESULT': -220533.32}
EXIT_CODE: 0
submitit INFO (2026-02-08 05:13:22,752) - Job completed successfully
submitit INFO (2026-02-08 05:13:22,752) - Exiting after successful completion