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	-60.0	864.3317728400867	1.0	-100	864.3317728400867	-60	1	-7536918.27812486

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

2025-11-03 09:30:11 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, best RESULT: -7536918.27812486, finishing jobs, finished 1 job

Git-Version

Commit: 88d7195d45aaf79ed7f44a981cd9b32c7da2adbc (9031-3-g88d7195d4)

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,-119698.779100309999193996191024780273,7,-57.633744180202484130859375,-85,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-213672.736129016004269942641258239746,-99,-96.781636914040603869580081664026,-7,1
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-120736.638475061001372523605823516846,-100,-25.940779684844574859425847535022,10,1
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-261378.119999999995343387126922607422,-100,-100,-59,1
4,1762162187,2,ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c,1762162189,1762162196,7,./.tests/optimization_example  --int_param='-100' --float_param='-99.83002847198510210092' --choice_param='1' --int_param_two='-48' --nr_results=1,0,,runnervmf2e7y,-100,-48,-99.830028471985102100916265044361,1,4_0,COMPLETED,BOTORCH_MODULAR,-248270.268694372003665193915367126465,-100,-99.830028471985102100916265044361,-48,1
5,1762162200,2,ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c,1762162202,1762162208,6,./.tests/optimization_example  --int_param='-100' --float_param='864.33177284008672813798' --choice_param='1' --int_param_two='-60' --nr_results=1,0,,runnervmf2e7y,-100,-60,864.33177284008672813797602429986,1,5_0,COMPLETED,BOTORCH_MODULAR,-7536918.27812485955655574798583984375,-100,864.33177284008672813797602429986,-60,1


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

Current git-hash: 88d7195d45aaf79ed7f44a981cd9b32c7da2adbc (last fully tested stable version 3 commits ago [b181faa7a051aea7b3548dcba21f2e14238838be, 9031])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 09:29:42] 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: f900fbcc-a901-4e53-8a3b-45efc491d8e1
  ________________________________________________
| OmniOpt2 - Finding the sweet spot in the matrix. |
  ================================================
                                                   \
                                                    \
                                                     \
                                                      \
                                                       ("`-'  '-/") .___..--' ' "`-._
                                                        ` *_ *  )    `-.   (      ) .`-.__. `)
                                                         (_Y_.) ' ._   )   `._` ;  `` -. .-'
                                                      _.. `--'_..-_/   /--' _ .' ,4
                                                     ( i l ),-''  ( l i),'  ( ( ! .-'
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=6 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            │ -60.0                 │ 864.3317728400867   │ 1.0                  │ -100      │ 864.3317728400867 │ -60           │ 1            │ -7536918.27812486 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴───────────────────┴───────────────┴──────────────┴───────────────────┘
Not printing sixel graphics in CI
                                Runtime Infos                                 
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time  ┃ Max time  ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│           2           │ 6.00 sec  │ 7.00 sec  │   6.50 sec   │  6.50 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-03 09:29:46 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-03 09:29:47 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-03 09:29:47 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.37 s/job
2025-11-03 09:29:47 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-03 09:29:47 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, starting new job                   
2025-11-03 09:29:48 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, started new job                    
2025-11-03 09:29:57 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, new result: RESULT: -248270.268694 
2025-11-03 09:29:59 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, best RESULT: -261378.12, finishing jobs, finished 1 job
2025-11-03 09:30:00 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, best RESULT: -261378.12, getting new HP set (no sbatch)
2025-11-03 09:30:00 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, best RESULT: -261378.12, requested 1 jobs, got 1, 1.31 s/job
2025-11-03 09:30:00 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, best RESULT: -261378.12, eval #1/1 start                    
2025-11-03 09:30:00 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, best RESULT: -261378.12, starting new job                   
2025-11-03 09:30:00 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, best RESULT: -261378.12, started new job                    
2025-11-03 09:30:09 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, best RESULT: -261378.12, new result: RESULT: -7536918.278125
2025-11-03 09:30:11 (ace034bd-3f5c-4d5f-8e88-4f0ee469ab1c): BOTORCH_MODULAR, best RESULT: -7536918.27812486, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.219 │    1 │        0.219 │
│       2 │   0.083 │    1 │        0.083 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.151 │      │              │
│  Median │   0.151 │      │              │
│   Total │   0.302 │      │              │
│     Max │   0.219 │      │              │
│     Min │   0.083 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.369 │    1 │        1.369 │
│         2 │   1.309 │    1 │        1.309 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.339 │      │              │
│    Median │   1.339 │      │              │
│     Total │   2.678 │      │              │
│       Max │   1.369 │      │              │
│       Min │   1.309 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762162183,778.24609375,27.2

`RESULT` (goal: minimize)

Best value: -7536918.2781249
Achieved at:
- int_param = -100
- float_param = 864.33177284009
- int_param_two = -60
- choice_param = 1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	7	6.5	0.5	2
OO_Info_int_param	-100	-100	-100	0	2
OO_Info_int_param_two	-60	-48	-54	6	2
OO_Info_float_param	-99.83	864.3318	382.2509	482.0809	2
OO_Info_choice_param	1	1	1	0	2
RESULT	-7536918.2781	-119698.7791	-1416779.1368	2737580.3251	6
int_param	-100	7	-82	39.8037	6
float_param	-100	864.3318	80.6909	351.504	6
int_param_two	-85	10	-41.5	32.7249	6
choice_param	1	8	2.1667	2.6087	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 (2025-11-03 09:29:48,466) - Starting with JobEnvironment(job_id=91890, hostname=runnervmf2e7y, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-03 09:29:48,466) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/91890/91890_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -100, "float_param": -99.8300284719851, "int_param_two": -48, "choice_param": 1}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-100' --float_param='-99.83002847198510210092' --choice_param='1' --int_param_two='-48' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762161744.4978263
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762162103.5564694
Last modification: 1762161744.4978263
Hostname: runnervmf2e7y
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-100' --float_param='-99.83002847198510210092' --choice_param='1' --int_param_two='-48' --nr_results=1
stdout:
 OO-Info: int_param: -100
OO-Info: int_param_two: -48
OO-Info: float_param: -99.83002847198510210092
OO-Info: choice_param: 1
RESULT: -248270.268694372

stderr was empty
Result: {'RESULT': -248270.268694372}
Final-results: {'RESULT': -248270.268694372}
EXIT_CODE: 0
submitit INFO (2025-11-03 09:29:56,007) - Job completed successfully
submitit INFO (2025-11-03 09:29:56,007) - Exiting after successful completion