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	3.0	-1000.0	4.0	-100	-1000.0	3	4	-10211010.12

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

2025-11-12 21:28:28 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, best RESULT: -10211010.12, finishing jobs, finished 1 job

Git-Version

Commit: 89433b41022e8fe4b56f9ee505d15c6dc554fb05 (9077-4-g89433b410)

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,-147976.776361630007158964872360229492,-14,-84.9505732953548431396484375,-75,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-50660.158350192301440984010696411133,-65,-4.037910987569712339961824909551,1,hallo
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-292067.719999999972060322761535644531,-80,-100,-100,4
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-261186.734550958994077518582344055176,-100,-59.287646209018177501093305181712,-100,4
4,1762982882,2,5c4ef40d-0779-409a-935c-44b0f785435f,1762982884,1762982890,6,./.tests/optimization_example  --int_param='-76' --float_param='-974.84458664037799735524' --choice_param='4' --int_param_two='-100' --nr_results=1,0,,runnervmfg25i,-76,-100,-974.8445866403781110420823097229,4,4_0,COMPLETED,BOTORCH_MODULAR,-9776123.8596845306456089019775390625,-76,-974.844586640377997355244588106871,-100,4
5,1762982896,2,5c4ef40d-0779-409a-935c-44b0f785435f,1762982898,1762982904,6,./.tests/optimization_example  --int_param='-100' --float_param='-1000' --choice_param='4' --int_param_two='3' --nr_results=1,0,,runnervmfg25i,-100,3,-1000,4,5_0,COMPLETED,BOTORCH_MODULAR,-10211010.11999999918043613433837890625,-100,-1000,3,4


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

Current git-hash: 89433b41022e8fe4b56f9ee505d15c6dc554fb05 (last fully tested stable version 4 commits ago [c469e04d3b6be6a64610427ed0a7f1562b9a4eae, 9077])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-12 21:27:56] 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: 17da0448-3ff8-4a02-af26-db023af7fcb6
  _________________________________________________
 /                                                 \
| OmniOpt2 - Optimizing like it's the Matrix, but I |
|  am the One.                                      |
 \                                                 /
  =================================================
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                                                                    .---.  <    > <    >  .---.
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                                                        _____        ~-..-~             ~-..-~
                                                       |     |   \~~~\.'                    `./~~~/
                                                      ---------   \__/                        \__/
                                                     .'  O    \     /               /       \  "
                                                    (_____,    `._.'               |         }  \/~~~/
                                                     `----.          /       }     |        /    \__/
                                                           `-.      |       /      |       /      `. ,~~|
                                                               ~-.__|      /_ - ~ ^|      /- _      `..-'   f:  f:
                                                                    |     /        |     /     ~-.     `-. _|| _||_
                                                                    |_____|        |_____|         ~ - . _ _ _ _ __>
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=778 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            │ 3.0                   │ -1000.0             │ 4.0                  │ -100      │ -1000.0     │ 3             │ 4            │ -10211010.12 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-12 21:28:01 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-12 21:28:02 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-12 21:28:02 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.29 s/job
2025-11-12 21:28:02 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-12 21:28:02 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, starting new job                   
2025-11-12 21:28:02 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, started new job                    
2025-11-12 21:28:11 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, new result: RESULT: -9776123.859685
2025-11-12 21:28:15 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, best RESULT: -9776123.85968453, finishing jobs, finished 1 job
2025-11-12 21:28:16 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, best RESULT: -9776123.85968453, getting new HP set (no sbatch)
2025-11-12 21:28:16 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, best RESULT: -9776123.85968453, requested 1 jobs, got 1, 1.35 s/job
2025-11-12 21:28:16 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, best RESULT: -9776123.85968453, eval #1/1 start                    
2025-11-12 21:28:16 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, best RESULT: -9776123.85968453, starting new job                   
2025-11-12 21:28:16 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, best RESULT: -9776123.85968453, started new job                    
2025-11-12 21:28:25 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, best RESULT: -9776123.85968453, new result: RESULT: -10211010.120000
2025-11-12 21:28:28 (5c4ef40d-0779-409a-935c-44b0f785435f): BOTORCH_MODULAR, best RESULT: -10211010.12, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.108 │    1 │        0.108 │
│       2 │   0.068 │    1 │        0.068 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.088 │      │              │
│  Median │   0.088 │      │              │
│   Total │   0.177 │      │              │
│     Max │   0.108 │      │              │
│     Min │   0.068 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.292 │    1 │        1.292 │
│         2 │   1.348 │    1 │        1.348 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.320 │      │              │
│    Median │   1.320 │      │              │
│     Total │   2.640 │      │              │
│       Max │   1.348 │      │              │
│       Min │   1.292 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762982876,753.08203125,28.8

`RESULT` (goal: minimize)

Best value: -10211010.12
Achieved at:
- int_param = -100
- float_param = -1000
- int_param_two = 3
- choice_param = 4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-76	-88	12	2
OO_Info_int_param_two	-100	3	-48.5	51.5	2
OO_Info_float_param	-1000	-974.8446	-987.4223	12.5777	2
OO_Info_choice_param	4	4	4	0	2
RESULT	-10211010.12	-50660.1584	-3456504.2282	4624766.3393	6
int_param	-100	-14	-72.5	29.0388	6
float_param	-1000	-4.0379	-370.5201	437.2945	6
int_param_two	-100	3	-61.8333	45.9979	6
choice_param	No numerical statistics available

submitit INFO (2025-11-12 21:28:03,093) - Starting with JobEnvironment(job_id=94737, hostname=runnervmfg25i, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-12 21:28:03,093) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/94737/94737_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -76, "float_param": -974.844586640378, "int_param_two": -100, "choice_param": 4}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-76' --float_param='-974.84458664037799735524' --choice_param='4' --int_param_two='-100' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762981995.3176525
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762982795.5828743
Last modification: 1762981995.3176525
Hostname: runnervmfg25i
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-76' --float_param='-974.84458664037799735524' --choice_param='4' --int_param_two='-100' --nr_results=1
stdout:
 OO-Info: int_param: -76
OO-Info: int_param_two: -100
OO-Info: float_param: -974.84458664037799735524
OO-Info: choice_param: 4
RESULT: -9776123.85968453

stderr was empty
Result: {'RESULT': -9776123.85968453}
Final-results: {'RESULT': -9776123.85968453}
EXIT_CODE: 0
submitit INFO (2025-11-12 21:28:10,591) - Job completed successfully
submitit INFO (2025-11-12 21:28:10,591) - Exiting after successful completion