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
-55.0	-100.0	-1000.0	1.0	-55	-1000.0	-100	1	-10245885.32

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

2025-11-20 12:55:34 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, best RESULT: -10245885.32, finishing jobs, finished 1 job

Git-Version

Commit: e16cc47f68741e1b27528fd70f714f7e1341746b (9083-4-ge16cc47f6)

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,-74990.716562085697660222649574279785,-81,1.129643917083740234375,10,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-143361.373996312991948798298835754395,-10,-79.278854997154169836903747636825,-79,1
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-285537.320000000006984919309616088867,-76,-100,-100,1
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-279795.624158571998123079538345336914,-100,-72.343586779106644257808511611074,-100,1
4,1763643310,2,daa0e2cd-e032-463c-a717-53a9a4a3150f,1763643312,1763643318,6,./.tests/optimization_example  --int_param='-55' --float_param='-1000' --choice_param='1' --int_param_two='-100' --nr_results=1,0,,runnervmg1sw1,-55,-100,-1000,1,4_0,COMPLETED,BOTORCH_MODULAR,-10245885.320000000298023223876953125,-55,-1000,-100,1
5,1763643323,2,daa0e2cd-e032-463c-a717-53a9a4a3150f,1763643325,1763643331,6,./.tests/optimization_example  --int_param='-32' --float_param='-1000' --choice_param='1' --int_param_two='-7' --nr_results=1,0,,runnervmg1sw1,-32,-7,-1000,1,5_0,COMPLETED,BOTORCH_MODULAR,-10115723.72000000067055225372314453125,-32,-1000,-7,1


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

Current git-hash: e16cc47f68741e1b27528fd70f714f7e1341746b (last fully tested stable version 4 commits ago [91fbcf2592bafca205c776a3bb503b30557d1f5d, 9083])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 12:55:02] 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: 7ab10630-96aa-4ae9-80be-0f300e5fb67e
 .88888.                      oo  .88888.             dP   d8888b. 
d8'   `8b                        d8'   `8b            88       `88 
88     88 88d8b.d8b. 88d888b. dP 88     88 88d888b. d8888P .aaadP' 
88     88 88'`88'`88 88'  `88 88 88     88 88'  `88   88   88'     
Y8.   .8P 88  88  88 88    88 88 Y8.   .8P 88.  .88   88   88.     
 `8888P'  dP  dP  dP dP    dP dP  `8888P'  88Y888P'   dP   Y88888P 
                                           88                      
                                           dP                      

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=880 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       ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ -55.0             │ -100.0                │ -1000.0             │ 1.0                  │ -55       │ -1000.0     │ -100          │ 1            │ -10245885.32 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-20 12:55:08 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-20 12:55:10 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-20 12:55:10 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.11 s/job
2025-11-20 12:55:10 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-20 12:55:10 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, starting new job                   
2025-11-20 12:55:10 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, started new job                    
2025-11-20 12:55:19 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, new result: RESULT: -10245885.320000
2025-11-20 12:55:22 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, best RESULT: -10245885.32, finishing jobs, finished 1 job
2025-11-20 12:55:23 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, best RESULT: -10245885.32, getting new HP set (no sbatch)
2025-11-20 12:55:23 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, best RESULT: -10245885.32, requested 1 jobs, got 1, 1.39 s/job
2025-11-20 12:55:23 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, best RESULT: -10245885.32, eval #1/1 start                    
2025-11-20 12:55:23 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, best RESULT: -10245885.32, starting new job                   
2025-11-20 12:55:23 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, best RESULT: -10245885.32, started new job                    
2025-11-20 12:55:32 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, best RESULT: -10245885.32, new result: RESULT: -10115723.720000
2025-11-20 12:55:34 (daa0e2cd-e032-463c-a717-53a9a4a3150f): BOTORCH_MODULAR, best RESULT: -10245885.32, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.226 │    1 │        0.226 │
│       2 │   0.084 │    1 │        0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.155 │      │              │
│  Median │   0.155 │      │              │
│   Total │   0.311 │      │              │
│     Max │   0.226 │      │              │
│     Min │   0.084 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.115 │    1 │        1.115 │
│         2 │   1.388 │    1 │        1.388 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.251 │      │              │
│    Median │   1.251 │      │              │
│     Total │   2.503 │      │              │
│       Max │   1.388 │      │              │
│       Min │   1.115 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1763643303,780.97265625,27.3

`RESULT` (goal: minimize)

Best value: -10245885.32
Achieved at:
- int_param = -55
- float_param = -1000
- int_param_two = -100
- choice_param = 1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-55	-32	-43.5	11.5	2
OO_Info_int_param_two	-100	-7	-53.5	46.5	2
OO_Info_float_param	-1000	-1000	-1000	0	2
OO_Info_choice_param	1	1	1	0	2
RESULT	-10245885.32	-74990.7166	-3524215.6791	4707643.5842	6
int_param	-100	-10	-59	30.5505	6
float_param	-1000	1.1296	-375.0821	442.9824	6
int_param_two	-100	10	-62.6667	46.2373	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 (2025-11-20 12:55:10,544) - Starting with JobEnvironment(job_id=91465, hostname=runnervmg1sw1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-20 12:55:10,544) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/91465/91465_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -55, "float_param": -1000.0, "int_param_two": -100, "choice_param": 1}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-55' --float_param='-1000' --choice_param='1' --int_param_two='-100' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1763642846.8757772
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1763643203.726125
Last modification: 1763642846.8757772
Hostname: runnervmg1sw1
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-55' --float_param='-1000' --choice_param='1' --int_param_two='-100' --nr_results=1
stdout:
 OO-Info: int_param: -55
OO-Info: int_param_two: -100
OO-Info: float_param: -1000
OO-Info: choice_param: 1
RESULT: -10245885.32

stderr was empty
Result: {'RESULT': -10245885.32}
Final-results: {'RESULT': -10245885.32}
EXIT_CODE: 0
submitit INFO (2025-11-20 12:55:18,124) - Job completed successfully
submitit INFO (2025-11-20 12:55:18,124) - Exiting after successful completion