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
-100.0	-51.0	-100.0	8.0	-100	-100.0	-51	8	-251870.12

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

2025-11-03 11:08:57 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, best RESULT: -251870.12, finishing jobs, finished 1 job

Git-Version

Commit: 77cf89fedeb2e74949f6802653d1a5eb818b0de8 (9034-3-g77cf89fed)

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,-107961.772558643002412281930446624756,-43,-26.2948119640350341796875,-82,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-199845.185368219012161716818809509277,-94,-95.556185969943840063933748751879,1,8
2,1762168114,2,8c74654e-1b1c-45a4-9337-6f1aa3425b2a,1762168116,1762168122,6,./.tests/optimization_example  --int_param='-22' --float_param='-100' --choice_param='8' --int_param_two='10' --nr_results=1,0,,runnervmf2e7y,-22,10,-100,8,2_0,COMPLETED,BOTORCH_MODULAR,-118302.919999999998253770172595977783,-22,-100,10,8
3,1762168127,1,8c74654e-1b1c-45a4-9337-6f1aa3425b2a,1762168128,1762168134,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='8' --int_param_two='-51' --nr_results=1,0,,runnervmf2e7y,-100,-51,-100,8,3_0,COMPLETED,BOTORCH_MODULAR,-251870.119999999995343387126922607422,-100,-100,-51,8


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

Current git-hash: 77cf89fedeb2e74949f6802653d1a5eb818b0de8 (last fully tested stable version 3 commits ago [88d7195d45aaf79ed7f44a981cd9b32c7da2adbc, 9034])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 11:08:29] 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: f7a00377-4cd5-4f9f-bb8e-82a62efd6c78
  ________________________________
| OmniOpt2 - better than OmniOpt1! |
  ================================
                                      \
                                       \
                                        \
                                         \
                                                            .       .
                                                           / `.   .' \
                                                   .---.  <    > <    >  .---.
                                                   |    \  \ - ~ ~ - /  /    |
                                       _____        ~-..-~             ~-..-~
                                      |     |   \~~~\.'                    `./~~~/
                                     ---------   \__/                        \__/
                                    .'  O    \     /               /       \  "
                                   (_____,    `._.'               |         }  \/~~~/
                                    `----.          /       }     |        /    \__/
                                          `-.      |       /      |       /      `. ,~~|
                                              ~-.__|      /_ - ~ ^|      /- _      `..-'   f:  f:
                                                   |     /        |     /     ~-.     `-. _|| _||_
                                                   |_____|        |_____|         ~ - . _ _ _ _ __>
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=74 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     ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ -100.0            │ -51.0                 │ -100.0              │ 8.0                  │ -100      │ -100.0      │ -51           │ 8            │ -251870.12 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────┴───────────────┴──────────────┴────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-03 11:08:33 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-03 11:08:34 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-03 11:08:34 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.09 s/job
2025-11-03 11:08:34 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-03 11:08:34 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, starting new job                   
2025-11-03 11:08:35 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, started new job                    
2025-11-03 11:08:44 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, new result: RESULT: -118302.920000 
2025-11-03 11:08:45 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, best RESULT: -199845.185368219, finishing jobs, finished 1 job
2025-11-03 11:08:46 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, best RESULT: -199845.185368219, getting new HP set (no sbatch)
2025-11-03 11:08:46 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, best RESULT: -199845.185368219, requested 1 jobs, got 1, 1.39 s/job
2025-11-03 11:08:47 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, best RESULT: -199845.185368219, eval #1/1 start                    
2025-11-03 11:08:47 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, best RESULT: -199845.185368219, starting new job                   
2025-11-03 11:08:47 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, best RESULT: -199845.185368219, started new job                    
2025-11-03 11:08:56 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, best RESULT: -199845.185368219, new result: RESULT: -251870.120000 
2025-11-03 11:08:57 (8c74654e-1b1c-45a4-9337-6f1aa3425b2a): BOTORCH_MODULAR, best RESULT: -251870.12, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.219 │    1 │        0.219 │
│       2 │   0.081 │    1 │        0.081 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.150 │      │              │
│  Median │   0.150 │      │              │
│   Total │   0.301 │      │              │
│     Max │   0.219 │      │              │
│     Min │   0.081 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.089 │    1 │        1.089 │
│         2 │   1.392 │    1 │        1.392 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.241 │      │              │
│    Median │   1.241 │      │              │
│     Total │   2.481 │      │              │
│       Max │   1.392 │      │              │
│       Min │   1.089 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762168110,778.05859375,27.1

`RESULT` (goal: minimize)

Best value: -251870.12
Achieved at:
- int_param = -100
- float_param = -100
- int_param_two = -51
- choice_param = 8

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-22	-61	39	2
OO_Info_int_param_two	-51	10	-20.5	30.5	2
OO_Info_float_param	-100	-100	-100	0	2
OO_Info_choice_param	8	8	8	0	2
RESULT	-251870.12	-107961.7726	-169494.9995	59400.6761	4
int_param	-100	-22	-64.75	33.1615	4
float_param	-100	-26.2948	-80.4627	31.3264	4
int_param_two	-82	10	-30.5	37.7657	4
choice_param	4	8	7	1.7321	4

/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 (2025-11-03 11:08:35,296) - Starting with JobEnvironment(job_id=90144, hostname=runnervmf2e7y, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-03 11:08:35,296) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1/single_runs/90144/90144_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -22, "float_param": -100.0, "int_param_two": 10, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-22' --float_param='-100' --choice_param='8' --int_param_two='10' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762167682.072406
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762168071.8217623
Last modification: 1762167682.072406
Hostname: runnervmf2e7y
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-22' --float_param='-100' --choice_param='8' --int_param_two='10' --nr_results=1
stdout:
 OO-Info: int_param: -22
OO-Info: int_param_two: 10
OO-Info: float_param: -100
OO-Info: choice_param: 8
RESULT: -118302.92

stderr was empty
Result: {'RESULT': -118302.92}
Final-results: {'RESULT': -118302.92}
EXIT_CODE: 0
submitit INFO (2025-11-03 11:08:42,849) - Job completed successfully
submitit INFO (2025-11-03 11:08:42,849) - Exiting after successful completion