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	-100.0	-91.24463950698106	8.0	-100	-91.24463950698106	-100	8	-312611.226338287

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

2025-12-29 11:20:49 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, best RESULT: -312611.226338287, finishing jobs, finished 1 job

Git-Version

Commit: b36728209aab302ca054134fba7039e9499bcb51 (9210-2-gb36728209)

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,-113599.664423227004590444266796112061,-49,-54.73503530025482177734375,-65,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-5603.858441528000184916891157627106,7,-15.338481854671448090243757178541,-6,2
2,1767007227,2,d42167e6-e605-4dae-b692-cc1a120b6b48,1767007229,1767007235,6,./.tests/optimization_example  --int_param='-100' --float_param='-91.24463950698105918491' --choice_param='8' --int_param_two='-100' --nr_results=1,0,,runnervmdwttx,-100,-100,-91.244639506981059184909099712968,8,2_0,COMPLETED,BOTORCH_MODULAR,-312611.226338287000544369220733642578,-100,-91.244639506981059184909099712968,-100,8
3,1767007238,2,d42167e6-e605-4dae-b692-cc1a120b6b48,1767007240,1767007246,6,./.tests/optimization_example  --int_param='-100' --float_param='-100' --choice_param='8' --int_param_two='-53' --nr_results=1,0,,runnervmdwttx,-100,-53,-100,8,3_0,COMPLETED,BOTORCH_MODULAR,-254128.519999999989522621035575866699,-100,-100,-53,8


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

Current git-hash: b36728209aab302ca054134fba7039e9499bcb51 (last fully tested stable version 2 commits ago [815910076e3b15c9f886789a2fc0797945e4f03f, 9210])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-29 11:20:23] 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: 8ef0c146-d0d7-4022-a3d7-2005ecf684ba
  ________________________________________
| OmniOpt2 - Cooking up some optimization! |
  ========================================
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                                             | | (____) | ||
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                                               \        //_/
                                                \______//
                                               __ || __||
                                              (____(____)
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=2095 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            │ -100.0                │ -91.24463950698106  │ 8.0                  │ -100      │ -91.24463950698106 │ -100          │ 8            │ -312611.226338287 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-12-29 11:20:26 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-12-29 11:20:27 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-12-29 11:20:27 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.54 s/job
2025-12-29 11:20:27 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, eval #1/1 start                    
2025-12-29 11:20:27 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, starting new job                   
2025-12-29 11:20:27 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, started new job                    
2025-12-29 11:20:36 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, new result: RESULT: -312611.226338 
2025-12-29 11:20:38 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, best RESULT: -312611.226338287, finishing jobs, finished 1 job
2025-12-29 11:20:38 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, best RESULT: -312611.226338287, getting new HP set (no sbatch)
2025-12-29 11:20:38 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, best RESULT: -312611.226338287, requested 1 jobs, got 1, 0.59 s/job
2025-12-29 11:20:38 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, best RESULT: -312611.226338287, eval #1/1 start                    
2025-12-29 11:20:38 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, best RESULT: -312611.226338287, starting new job                   
2025-12-29 11:20:38 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, best RESULT: -312611.226338287, started new job                    
2025-12-29 11:20:47 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, best RESULT: -312611.226338287, new result: RESULT: -254128.520000 
2025-12-29 11:20:49 (d42167e6-e605-4dae-b692-cc1a120b6b48): BOTORCH_MODULAR, best RESULT: -312611.226338287, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.107 │    1 │        0.107 │
│       2 │   0.068 │    1 │        0.068 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.087 │      │              │
│  Median │   0.087 │      │              │
│   Total │   0.174 │      │              │
│     Max │   0.107 │      │              │
│     Min │   0.068 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.545 │    1 │        0.545 │
│         2 │   0.590 │    1 │        0.590 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.568 │      │              │
│    Median │   0.568 │      │              │
│     Total │   1.135 │      │              │
│       Max │   0.590 │      │              │
│       Min │   0.545 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1767007223,759.6953125,28.7

`RESULT` (goal: minimize)

Best value: -312611.22633829
Achieved at:
- int_param = -100
- float_param = -91.244639506981
- int_param_two = -100
- choice_param = 8

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	-100	-100	0	2
OO_Info_int_param_two	-100	-53	-76.5	23.5	2
OO_Info_float_param	-100	-91.2446	-95.6223	4.3777	2
OO_Info_choice_param	8	8	8	0	2
RESULT	-312611.2263	-5603.8584	-171485.8173	120014.4037	4
int_param	-100	7	-60.5	44.1843	4
float_param	-100	-15.3385	-65.3295	33.485	4
int_param_two	-100	-6	-56	33.6378	4
choice_param	2	8	6.5	2.5981	4

submitit INFO (2025-12-29 11:20:27,599) - Starting with JobEnvironment(job_id=68162, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-29 11:20:27,599) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1/single_runs/68162/68162_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -100, "float_param": -91.24463950698106, "int_param_two": -100, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-100' --float_param='-91.24463950698105918491' --choice_param='8' --int_param_two='-100' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1767006541.7351477
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1767007189.7353137
Last modification: 1767006541.7351477
Hostname: runnervmdwttx
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-100' --float_param='-91.24463950698105918491' --choice_param='8' --int_param_two='-100' --nr_results=1
stdout:
 OO-Info: int_param: -100
OO-Info: int_param_two: -100
OO-Info: float_param: -91.24463950698105918491
OO-Info: choice_param: 8
RESULT: -312611.226338287

stderr was empty
Result: {'RESULT': -312611.226338287}
Final-results: {'RESULT': -312611.226338287}
EXIT_CODE: 0
submitit INFO (2025-12-29 11:20:35,129) - Job completed successfully
submitit INFO (2025-12-29 11:20:35,129) - Exiting after successful completion