OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	4
Number random steps	2
Number random steps (from arguments)	20
Nr. of workers (parameter)	20
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	RESULT
nan	nan	nan	nan	-100	-111136.12

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	3	3

Experiment parameters

Name	Type	Lower bound	Upper bound	Type	Log Scale?
int_param	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

2025-09-15 07:11:56 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, best RESULT: -111136.12, finishing jobs, finished 1 job

Git-Version

Commit: 0282c45f95e5b249078efea75aabf218cd0088eb (8597-1-g0282c45f9)

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
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,-10348.120000000000800355337560176849,-26
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-111136.119999999995343387126922607422,-100
2,1757920294,2,4ada8c95-e40d-47a1-9dba-7f579b04cc6e,1757920296,1757920302,6,./.tests/optimization_example  --int_param='-79' --float_param='1' --choice_param='1' --int_param_two='1',0,,runnervmyfcvg,-79,1,1,1,2_0,COMPLETED,BOTORCH_MODULAR,-71404.119999999995343387126922607422,-79
3,1757920305,2,4ada8c95-e40d-47a1-9dba-7f579b04cc6e,1757920307,1757920313,6,./.tests/optimization_example  --int_param='10' --float_param='1' --choice_param='1' --int_param_two='1',0,,runnervmyfcvg,10,1,1,1,3_0,COMPLETED,BOTORCH_MODULAR,-916.120000000000004547473508864641,10


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

Current git-hash: 0282c45f95e5b249078efea75aabf218cd0088eb (last fully tested stable version 1 commit ago [a17cdc74a5f4b5d17ea9ec860ad235c247507acf, 8597])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 09-15 07:11:32] 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
Using old run's --max_eval: 2
Run-UUID: 0904f846-abf1-4200-8f0f-b4113919ef06
 ____  _      _      _  ____  ____ _____ ____ 
/  _ \/ \__/|/ \  /|/ \/  _ \/  __Y__ __Y_   \
| / \|| |\/||| |\ ||| || / \||  \/| / \  /   /
| \_/|| |  ||| | \||| || \_/||  __/ | | /   /_
\____/\_/  \|\_/  \|\_/\____/\_/    \_/ \____/
                                              

omniopt --continue runs/__main__tests__BOTORCH_MODULAR__one_param_nogridsearch_nr_results_4/0 --generate_all_jobs_at_once --mem_gb=4 --follow --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR__one_param_nogridsearch_nr_results_4/1
Continuation from runs/__main__tests__BOTORCH_MODULAR__one_param_nogridsearch_nr_results_4/0
You have less --max_eval 2 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR__one_param_nogridsearch_nr_results_4&run_nr=241 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 4 steps.
Run-Program: ./.tests/optimization_example  --int_param='%(int_param)' --float_param='1' --choice_param='1' --int_param_two='1'
                            Experiment parameters                             
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━┓
┃ Name      ┃ Type           ┃ Lower bound ┃ Upper bound ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ 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 ┃ RESULT     ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ nan               │ nan                   │ nan                 │ nan                  │ -100      │ -111136.12 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-09-15 07:11:34 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-09-15 07:11:34 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-09-15 07:11:34 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.12 s/job
2025-09-15 07:11:34 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, eval #1/1 start                    
2025-09-15 07:11:34 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, starting new job                   
2025-09-15 07:11:34 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, started new job                    
2025-09-15 07:11:43 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, new result: -71404.12              
2025-09-15 07:11:45 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, best RESULT: -111136.12, finishing jobs, finished 1 job
2025-09-15 07:11:45 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, best RESULT: -111136.12, getting new HP set (no sbatch)
2025-09-15 07:11:45 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, best RESULT: -111136.12, requested 1 jobs, got 1, 0.13 s/job
2025-09-15 07:11:45 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, best RESULT: -111136.12, eval #1/1 start                    
2025-09-15 07:11:45 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, best RESULT: -111136.12, starting new job                   
2025-09-15 07:11:45 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, best RESULT: -111136.12, started new job                    
2025-09-15 07:11:54 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, best RESULT: -111136.12, new result: -916.12                
2025-09-15 07:11:56 (4ada8c95-e40d-47a1-9dba-7f579b04cc6e): BOTORCH_MODULAR, best RESULT: -111136.12, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.097 │    1 │        0.097 │
│       2 │   0.064 │    1 │        0.064 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.081 │      │              │
│  Median │   0.081 │      │              │
│   Total │   0.161 │      │              │
│     Max │   0.097 │      │              │
│     Min │   0.064 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.124 │    1 │        0.124 │
│         2 │   0.128 │    1 │        0.128 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.126 │      │              │
│    Median │   0.126 │      │              │
│     Total │   0.252 │      │              │
│       Max │   0.128 │      │              │
│       Min │   0.124 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	20
max_eval	None
run_program	None
experiment_name	None
mem_gb	4
parameter	None
continue_previous_job	runs/__main__tests__BOTORCH_MODULAR__one_param_nogridsearch_nr_results_4/0
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	False
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	20
worker_timeout	30
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
1757920294,743.1484375,23.8

`RESULT` (goal: minimize)

Best value: -111136.12
Achieved at:
- int_param = -100

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-79	10	-34.5	44.5	2
OO_Info_int_param_two	1	1	1	0	2
OO_Info_float_param	1	1	1	0	2
OO_Info_choice_param	1	1	1	0	2
RESULT	-111136.12	-916.12	-48451.12	45187.5654	4
int_param	-100	10	-48.75	43.3323	4

submitit INFO (2025-09-15 07:11:35,109) - Starting with JobEnvironment(job_id=128647, hostname=runnervmyfcvg, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-09-15 07:11:35,109) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR__one_param_nogridsearch_nr_results_4/1/single_runs/128647/128647_submitted.pkl
Trial-Index: 2

Parameters: {"int_param": -79}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-79' --float_param='1' --choice_param='1' --int_param_two='1'
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1757916985.9481566
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1757919103.298615
Last modification: 1757916985.9481566
Hostname: runnervmyfcvg
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-79' --float_param='1' --choice_param='1' --int_param_two='1'
stdout:
 OO-Info: int_param: -79
OO-Info: int_param_two: 1
OO-Info: float_param: 1
OO-Info: choice_param: 1
RESULT: -71404.12

stderr was empty
Result: {'RESULT': -71404.12}
Final-results: {'RESULT': -71404.12}
EXIT_CODE: 0
submitit INFO (2025-09-15 07:11:42,593) - Job completed successfully
submitit INFO (2025-09-15 07:11:42,593) - Exiting after successful completion