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
nan	nan	nan	nan	-84	-97.28036902377436	-94	16	-282552.858876395

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

2025-11-04 17:45:54 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, best RESULT: -282552.858876395, finishing jobs, finished 1 job

Git-Version

Commit: af2b4cb25b8d35235e262d335d5126968ff4d55b (9060-8-gaf2b4cb25)

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,-64896.886482010202598758041858673096,-58,0.2929151058197021484375,-45,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-282552.858876394981052726507186889648,-84,-97.280369023774355241584999021143,-94,16
2,1762278330,2,2162b4f1-93f3-4e29-98fd-05c53c2ad0f9,1762278332,1762278338,6,./.tests/optimization_example  --int_param='-11' --float_param='-100' --choice_param='16' --int_param_two='-100' --nr_results=1,0,,runnervmxu1zt,-11,-100,-100,16,2_0,COMPLETED,BOTORCH_MODULAR,-223569.320000000006984919309616088867,-11,-100,-100,16
3,1762278343,2,2162b4f1-93f3-4e29-98fd-05c53c2ad0f9,1762278345,1762278351,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='16' --int_param_two='-41' --nr_results=1,0,,runnervmxu1zt,-100,-41,-100,16,3_0,COMPLETED,BOTORCH_MODULAR,-242984.519999999989522621035575866699,-100,-100,-41,16


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

Current git-hash: af2b4cb25b8d35235e262d335d5126968ff4d55b (last fully tested stable version 8 commits ago [86ec80a2d91b6b5a1d9c417f907f93a644d0ab96, 9060])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 17:45:23] 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: f26018f8-03e1-4a3f-b45c-e0187afb3c27
  _________________________________________________
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| OmniOpt2 - Hyperparameter tuning: part science, p |
| art sorcery.                                      |
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  =================================================
                                                  \
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                                                     |\_/|,,_____,~~`
                                                     (.".)~~     )`~}}
                                                      \o/\ /---~\\ ~}}
                                                        _//    _// ~}
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=536 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ nan               │ nan                   │ nan                 │ nan                  │ -84       │ -97.28036902377436 │ -94           │ 16           │ -282552.858876395 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-04 17:45:29 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-04 17:45:30 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-04 17:45:30 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.97 s/job
2025-11-04 17:45:30 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-04 17:45:30 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, starting new job                   
2025-11-04 17:45:31 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, started new job                    
2025-11-04 17:45:40 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, new result: RESULT: -223569.320000 
2025-11-04 17:45:42 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, best RESULT: -282552.858876395, finishing jobs, finished 1 job
2025-11-04 17:45:43 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, best RESULT: -282552.858876395, getting new HP set (no sbatch)
2025-11-04 17:45:43 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, best RESULT: -282552.858876395, requested 1 jobs, got 1, 0.99 s/job
2025-11-04 17:45:43 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, best RESULT: -282552.858876395, eval #1/1 start                    
2025-11-04 17:45:43 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, best RESULT: -282552.858876395, starting new job                   
2025-11-04 17:45:43 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, best RESULT: -282552.858876395, started new job                    
2025-11-04 17:45:52 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, best RESULT: -282552.858876395, new result: RESULT: -242984.520000 
2025-11-04 17:45:54 (2162b4f1-93f3-4e29-98fd-05c53c2ad0f9): BOTORCH_MODULAR, best RESULT: -282552.858876395, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.096 │    1 │        0.096 │
│       2 │   0.065 │    1 │        0.065 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.081 │      │              │
│  Median │   0.081 │      │              │
│   Total │   0.162 │      │              │
│     Max │   0.096 │      │              │
│     Min │   0.065 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.970 │    1 │        0.970 │
│         2 │   0.994 │    1 │        0.994 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.982 │      │              │
│    Median │   0.982 │      │              │
│     Total │   1.964 │      │              │
│       Max │   0.994 │      │              │
│       Min │   0.970 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762278323,752.58203125,28.8

`RESULT` (goal: minimize)

Best value: -282552.85887639
Achieved at:
- int_param = -84
- float_param = -97.280369023774
- int_param_two = -94
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-11	-55.5	44.5	2
OO_Info_int_param_two	-100	-41	-70.5	29.5	2
OO_Info_float_param	-100	-100	-100	0	2
OO_Info_choice_param	16	16	16	0	2
RESULT	-282552.8589	-64896.8865	-203500.8963	82797.9204	4
int_param	-100	-11	-63.25	33.6851	4
float_param	-100	0.2929	-74.2469	43.0499	4
int_param_two	-100	-41	-70	27.1201	4
choice_param	1	16	12.25	6.4952	4

submitit INFO (2025-11-04 17:45:31,332) - Starting with JobEnvironment(job_id=92898, hostname=runnervmxu1zt, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 17:45:31,333) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1/single_runs/92898/92898_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -11, "float_param": -100.0, "int_param_two": -100, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-11' --float_param='-100' --choice_param='16' --int_param_two='-100' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762277911.631932
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762278287.213206
Last modification: 1762277911.631932
Hostname: runnervmxu1zt
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-11' --float_param='-100' --choice_param='16' --int_param_two='-100' --nr_results=1
stdout:
 OO-Info: int_param: -11
OO-Info: int_param_two: -100
OO-Info: float_param: -100
OO-Info: choice_param: 16
RESULT: -223569.32

stderr was empty
Result: {'RESULT': -223569.32}
Final-results: {'RESULT': -223569.32}
EXIT_CODE: 0
submitit INFO (2025-11-04 17:45:38,886) - Job completed successfully
submitit INFO (2025-11-04 17:45:38,887) - Exiting after successful completion