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
10.0	-62.0	697.4632044788641	2.0	10	697.4632044788641	-62	2	-4839799.41557137

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

2025-10-19 03:25:44 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, best RESULT: -4839799.41557137, finishing jobs, finished 1 job

Git-Version

Commit: 9043d91dbe370183252bdf120ecb2c226402839d (8689)

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,-124530.942905741001595743000507354736,-18,-88.26329551637172698974609375,-52,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-120235.715179940001689828932285308838,-97,8.768224780178586641454785421956,-35,4
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-55547.612008910196891520172357559204,10,-68.934763142185175865961355157197,10,2
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-105587.405677667004056274890899658203,-58,-48.740195084933056079989910358563,-56,2
4,1760844322,2,667c3a75-8aa7-4e8a-acd1-9c73356baaab,1760844324,1760844330,6,./.tests/optimization_example  --int_param='10' --float_param='193.21183782521586635994' --choice_param='2' --int_param_two='-52' --nr_results=1,0,,runnervmzdgdc,10,-52,193.21183782521583793823083397001,2,4_0,COMPLETED,BOTORCH_MODULAR,-386691.478975453996099531650543212891,10,193.211837825215866359940264374018,-52,2
5,1760844334,2,667c3a75-8aa7-4e8a-acd1-9c73356baaab,1760844336,1760844342,6,./.tests/optimization_example  --int_param='10' --float_param='697.46320447886409965577' --choice_param='2' --int_param_two='-62' --nr_results=1,0,,runnervmzdgdc,10,-62,697.463204478864099655766040086746,2,5_0,COMPLETED,BOTORCH_MODULAR,-4839799.415571370162069797515869140625,10,697.463204478864099655766040086746,-62,2


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

Current git-hash: 9043d91dbe370183252bdf120ecb2c226402839d (version: 8689)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-19 03:25:18] 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: ae12950b-f5cc-425e-80c8-199a65a31d0b
  _________________________________________________
 /                                                 \
| OmniOpt2 - Tuning like a Jedi: Feel the force of  |
| the optimal values.                               |
 \                                                 /
  =================================================
                                                      \
                                                       \
                                                        \
                                                         .--.
                                                        |o_o |
                                                        |:_/ |
                                                       //   \ \
                                                      (|     | )
                                                     /'\_   _/`\
                                                     \___)=(___/
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=5 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 10.0              │ -62.0                 │ 697.4632044788641   │ 2.0                  │ 10        │ 697.4632044788641 │ -62           │ 2            │ -4839799.41557137 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴───────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-10-19 03:25:20 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-10-19 03:25:22 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-10-19 03:25:22 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.49 s/job
2025-10-19 03:25:22 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, eval #1/1 start                    
2025-10-19 03:25:22 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, starting new job                   
2025-10-19 03:25:22 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, started new job                    
2025-10-19 03:25:31 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, new result: -386691.478975454      
2025-10-19 03:25:33 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, best RESULT: -386691.478975454, finishing jobs, finished 1 job
2025-10-19 03:25:34 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, best RESULT: -386691.478975454, getting new HP set (no sbatch)
2025-10-19 03:25:34 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, best RESULT: -386691.478975454, requested 1 jobs, got 1, 1.10 s/job
2025-10-19 03:25:34 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, best RESULT: -386691.478975454, eval #1/1 start                    
2025-10-19 03:25:34 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, best RESULT: -386691.478975454, starting new job                   
2025-10-19 03:25:34 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, best RESULT: -386691.478975454, started new job                    
2025-10-19 03:25:43 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, best RESULT: -386691.478975454, new result: -4839799.41557137      
2025-10-19 03:25:44 (667c3a75-8aa7-4e8a-acd1-9c73356baaab): BOTORCH_MODULAR, best RESULT: -4839799.41557137, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.218 │    1 │        0.218 │
│       2 │   0.081 │    1 │        0.081 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.149 │      │              │
│  Median │   0.149 │      │              │
│   Total │   0.299 │      │              │
│     Max │   0.218 │      │              │
│     Min │   0.081 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.495 │    1 │        1.495 │
│         2 │   1.105 │    1 │        1.105 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.300 │      │              │
│    Median │   1.300 │      │              │
│     Total │   2.600 │      │              │
│       Max │   1.495 │      │              │
│       Min │   1.105 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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

timestamp,ram_usage_mb,cpu_usage_percent
1760844320,781.890625,25.1
1760844320,781.890625,100.0

`RESULT` (goal: minimize)

Best value: -4839799.4155714
Achieved at:
- int_param = 10
- float_param = 697.46320447886
- int_param_two = -62
- choice_param = 2

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	10	10	10	0	2
OO_Info_int_param_two	-62	-52	-57	5	2
OO_Info_float_param	193.2118	697.4632	445.3375	252.1257	2
OO_Info_choice_param	2	2	2	0	2
RESULT	-4839799.4156	-55547.612	-938732.0951	1747859.6352	6
int_param	-97	10	-23.8333	40.802	6
float_param	-88.2633	697.4632	115.5842	276.4726	6
int_param_two	-62	10	-41.1667	24.3065	6
choice_param	2	4	2.3333	0.7454	6

/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/submitit/core/plugins.py:24: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  import pkg_resources
submitit INFO (2025-10-19 03:25:22,605) - Starting with JobEnvironment(job_id=90603, hostname=runnervmzdgdc, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-19 03:25:22,605) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/90603/90603_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": 10, "float_param": 193.21183782521587, "int_param_two": -52, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='10' --float_param='193.21183782521586635994' --choice_param='2' --int_param_two='-52' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1760843806.994459
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1760844238.0156658
Last modification: 1760843806.994459
Hostname: runnervmzdgdc
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='10' --float_param='193.21183782521586635994' --choice_param='2' --int_param_two='-52' --nr_results=1
stdout:
 OO-Info: int_param: 10
OO-Info: int_param_two: -52
OO-Info: float_param: 193.21183782521586635994
OO-Info: choice_param: 2
RESULT: -386691.478975454

stderr was empty
Result: {'RESULT': -386691.478975454}
Final-results: {'RESULT': -386691.478975454}
EXIT_CODE: 0
submitit INFO (2025-10-19 03:25:30,171) - Job completed successfully
submitit INFO (2025-10-19 03:25:30,171) - Exiting after successful completion