OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	6
Max. nr. evaluations (from arguments)	2
Number random steps	1
Nr. of workers (parameter)	1
Nr. imported jobs	4

Best RESULT, min (total: 2 + inserted jobs: 4)

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
-100.0	-98.0	761.6360350235722	4.0	-100	761.6360350235722	-98	4	-5940700.21496192

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	5	5

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	rangeparameter	-100	10		int	No
float_param	rangeparameter	-1000	1000		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	6	0	6

Result names and types

name	min/max
RESULT	min

Last progressbar status

2025-11-04 12:28:42 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, best RESULT: -5940700.21496192, finishing jobs, finished 1 job

Git-Version

Commit: 6e5b5697a198936e321443ed08a4ed4bc97a279a (9049-4-g6e5b5697a)

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,-161584.051726326986681669950485229492,-76,-80.44514715671539306640625,-43,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-40107.132226605601317714899778366089,10,-0.205883465903096696258955944359,-58,hallo
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-129923.697619673999724909663200378418,-100,-38.448794712482389002161653479561,10,4
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-147296.519999999989522621035575866699,-11,-100,-54,4
4,1762259298,2,99613548-d636-4950-94b3-581372c0fcf9,1762259300,1762259306,6,./.tests/optimization_example  --int_param='-100' --float_param='557.24305621197675009171' --choice_param='4' --int_param_two='-75' --nr_results=1,0,,runnervmxu1zt,-100,-75,557.243056211976750091707799583673,4,4_0,COMPLETED,BOTORCH_MODULAR,-3223601.65134344995021820068359375,-100,557.243056211976750091707799583673,-75,4
5,1762259310,2,99613548-d636-4950-94b3-581372c0fcf9,1762259312,1762259318,6,./.tests/optimization_example  --int_param='-100' --float_param='761.63603502357216257224' --choice_param='4' --int_param_two='-98' --nr_results=1,0,,runnervmxu1zt,-100,-98,761.636035023572162572236265987158,4,5_0,COMPLETED,BOTORCH_MODULAR,-5940700.2149619199335575103759765625,-100,761.636035023572162572236265987158,-98,4


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

Current git-hash: 6e5b5697a198936e321443ed08a4ed4bc97a279a (last fully tested stable version 4 commits ago [b67ae9b91c483cf433b5d0aa5226c1b3a6a2e3a8, 9049])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 12:28:12] 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: d04fbf96-e3ee-47e9-9c50-4efb2374d1a9
 _____                           _____           __       ___     
/\  __`\                      __/\  __`\        /\ \__  /'___`\   
\ \ \/\ \    ___ ___     ___ /\_\ \ \/\ \  _____\ \ ,_\/\_\ /\ \  
 \ \ \ \ \ /' __` __`\ /' _ `\/\ \ \ \ \ \/\ '__`\ \ \/\/_/// /__ 
  \ \ \_\ \/\ \/\ \/\ \/\ \/\ \ \ \ \ \_\ \ \ \L\ \ \ \_  // /_\ \
   \ \_____\ \_\ \_\ \_\ \_\ \_\ \_\ \_____\ \ ,__/\ \__\/\______/
    \/_____/\/_/\/_/\/_/\/_/\/_/\/_/\/_____/\ \ \/  \/__/\/_____/ 
                                             \ \_\                
                                              \/_/                

omniopt --continue runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1 --num_parallel_jobs 1 --worker_timeout 10 --follow --gpus=0 --mem_gb=4 --num_random_steps=1 --max_eval=2 --parameter float_param range -1000 1000 float --send_anonymized_usage_stats --generate_all_jobs_at_once --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2
Continuation from runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
Changed parameter 'float_param': lower from -100.0 to -1000.0, upper from 10.0 to 1000.0, digits from None to 32
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=326 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 9 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  │ -1000       │ 1000        │                       │ 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: 4)                                                                
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -100.0            │ -98.0                 │ 761.6360350235722   │ 4.0                  │ -100      │ 761.6360350235722 │ -98           │ 4            │ -5940700.21496192 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴───────────────────┴───────────────┴──────────────┴───────────────────┘
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 12:28:17 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-04 12:28:18 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-04 12:28:18 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.12 s/job
2025-11-04 12:28:18 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-04 12:28:18 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, starting new job                   
2025-11-04 12:28:18 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, started new job                    
2025-11-04 12:28:27 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, new result: RESULT: -3223601.651343
2025-11-04 12:28:29 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, best RESULT: -3223601.65134345, finishing jobs, finished 1 job
2025-11-04 12:28:30 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, best RESULT: -3223601.65134345, getting new HP set (no sbatch)
2025-11-04 12:28:30 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, best RESULT: -3223601.65134345, requested 1 jobs, got 1, 1.18 s/job
2025-11-04 12:28:30 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, best RESULT: -3223601.65134345, eval #1/1 start                    
2025-11-04 12:28:30 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, best RESULT: -3223601.65134345, starting new job                   
2025-11-04 12:28:30 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, best RESULT: -3223601.65134345, started new job                    
2025-11-04 12:28:39 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, best RESULT: -3223601.65134345, new result: RESULT: -5940700.214962
2025-11-04 12:28:42 (99613548-d636-4950-94b3-581372c0fcf9): BOTORCH_MODULAR, best RESULT: -5940700.21496192, 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 │   0.080 │      │              │
│  Median │   0.080 │      │              │
│   Total │   0.161 │      │              │
│     Max │   0.096 │      │              │
│     Min │   0.065 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.125 │    1 │        1.125 │
│         2 │   1.184 │    1 │        1.184 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.154 │      │              │
│    Median │   1.154 │      │              │
│     Total │   2.309 │      │              │
│       Max │   1.184 │      │              │
│       Min │   1.125 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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	[['float_param', 'range', '-1000', '1000', 'float']]
continue_previous_job	runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
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
1762259292,752.52734375,28.8

`RESULT` (goal: minimize)

Best value: -5940700.2149619
Achieved at:
- int_param = -100
- float_param = 761.63603502357
- int_param_two = -98
- choice_param = 4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-100	-100	0	2
OO_Info_int_param_two	-98	-75	-86.5	11.5	2
OO_Info_float_param	557.2431	761.636	659.4395	102.1965	2
OO_Info_choice_param	4	4	4	0	2
RESULT	-5940700.215	-40107.1322	-1607202.2113	2245411.1495	6
int_param	-100	10	-62.8333	45.2932	6
float_param	-100	761.636	183.2965	343.2621	6
int_param_two	-98	10	-53	33.1763	6
choice_param	No numerical statistics available

submitit INFO (2025-11-04 12:28:18,742) - Starting with JobEnvironment(job_id=95330, hostname=runnervmxu1zt, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 12:28:18,742) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/95330/95330_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -100, "float_param": 557.2430562119768, "int_param_two": -75, "choice_param": 4}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-100' --float_param='557.24305621197675009171' --choice_param='4' --int_param_two='-75' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762258750.1138868
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762259211.699203
Last modification: 1762258750.1138868
Hostname: runnervmxu1zt
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-100' --float_param='557.24305621197675009171' --choice_param='4' --int_param_two='-75' --nr_results=1
stdout:
 OO-Info: int_param: -100
OO-Info: int_param_two: -75
OO-Info: float_param: 557.24305621197675009171
OO-Info: choice_param: 4
RESULT: -3223601.65134345

stderr was empty
Result: {'RESULT': -3223601.65134345}
Final-results: {'RESULT': -3223601.65134345}
EXIT_CODE: 0
submitit INFO (2025-11-04 12:28:26,256) - Job completed successfully
submitit INFO (2025-11-04 12:28:26,256) - Exiting after successful completion