OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	2
Number random steps	1
Nr. of workers (parameter)	1

Best RESULT, min (total: 2)

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	int_param	float_param	RESULT
-93	1	1	1	-93	-31.392623782157898	-96912.12

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	1	1

Experiment parameters

Name	Type	Lower bound	Upper bound	Type	Log Scale?
int_param	range	-100	10	int	No
float_param	range	-100	10	float	No

Number of evaluations

Failed	Succeeded	Running	Total
0	2	0	2

Result names and types

name	min/max
RESULT	min

Last progressbar status

2025-11-27 10:32:31 (1212184b-f6bd-4077-9ed1-1b183614ef98): BOTORCH_MODULAR, best RESULT: -96912.12, finishing jobs, finished 1 job

Git-Version

Commit: 2748703f7da9f0632e9e5fb553840f008cecde6a (9107-11-g2748703f7)

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
0,1764239521,2,1212184b-f6bd-4077-9ed1-1b183614ef98,1764239523,1764239529,6,./.tests/optimization_example  --int_param='-93' --float_param='1' --choice_param='1' --int_param_two='1',0,,runnervmfxdz0,-93,1,1,1,0_0,COMPLETED,SOBOL,-96912.119999999995343387126922607422,-93,-31.39262378215789794921875
1,1764239536,2,1212184b-f6bd-4077-9ed1-1b183614ef98,1764239538,1764239544,6,./.tests/optimization_example  --int_param='9' --float_param='1' --choice_param='1' --int_param_two='1',0,,runnervmfxdz0,9,1,1,1,1_0,COMPLETED,BOTORCH_MODULAR,-828.120000000000004547473508864641,9,-97.403206564486026763916015625


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

Current git-hash: 2748703f7da9f0632e9e5fb553840f008cecde6a (last fully tested stable version 11 commits ago [dabdf652ed0b620f311c987c39e89051be9e8c31, 9107])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-27 10:31:55] 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]`.
Run-UUID: a4e29658-82d2-4cbb-b904-8954f851e4d8
  _________________________________________________
 /                                                 \
| OmniOpt2 - As timeless as Metropolis, but with be |
| tter optimization.                                |
 \                                                 /
  =================================================
                                                 \
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                                                        ____________
                                                        |__________|
                                                       /           /\
                                                      /           /  \
                                                     /___________/___/|
                                                     |          |     |
                                                     |  ==\ /== |     |
                                                     |   O   O  | \ \ |
                                                     |     <    |  \ \|
                                                    /|          |   \ \
                                                   / |  \_____/ |   / /
                                                  / /|          |  / /|
                                                 /||\|          | /||\/
                                                     -------------|
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                                                        <__/    \__>
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JzEnIC0tY2hvaWNlX3BhcmFtPScxJyAtLWludF9wYXJhbV90d289JzEn --parameter int_param range -100 10 int --parameter float_param range -100 10 float --num_random_steps 1 --model BOTORCH_MODULAR --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/5
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=1054 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR for 1 step.
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   │ range │ -100        │ 10          │ int   │ No         │
│ float_param │ range │ -100        │ 10          │ float │ 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)                                                       
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param         ┃ RESULT    ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ -93               │ 1                     │ 1                   │ 1                    │ -93       │ -31.392623782157898 │ -96912.12 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.022 │    1 │        0.022 │
│         2 │   0.452 │    1 │        0.452 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.237 │      │              │
│    Median │   0.237 │      │              │
│     Total │   0.475 │      │              │
│       Max │   0.452 │      │              │
│       Min │   0.022 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.109 │    1 │        0.109 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.089 │      │              │
│  Median │   0.089 │      │              │
│   Total │   0.177 │      │              │
│     Max │   0.109 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-27 10:32:01 (1212184b-f6bd-4077-9ed1-1b183614ef98): SOBOL, Started OmniOpt2 run...
2025-11-27 10:32:01 (1212184b-f6bd-4077-9ed1-1b183614ef98): SOBOL, getting new HP set (no sbatch)
2025-11-27 10:32:01 (1212184b-f6bd-4077-9ed1-1b183614ef98): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-11-27 10:32:01 (1212184b-f6bd-4077-9ed1-1b183614ef98): SOBOL, eval #1/1 start                    
2025-11-27 10:32:01 (1212184b-f6bd-4077-9ed1-1b183614ef98): SOBOL, starting new job                   
2025-11-27 10:32:01 (1212184b-f6bd-4077-9ed1-1b183614ef98): SOBOL, started new job                    
2025-11-27 10:32:10 (1212184b-f6bd-4077-9ed1-1b183614ef98): SOBOL, new result: RESULT: -96912.120000  
2025-11-27 10:32:16 (1212184b-f6bd-4077-9ed1-1b183614ef98): SOBOL, best RESULT: -96912.12, finishing jobs, finished 1 job
2025-11-27 10:32:16 (1212184b-f6bd-4077-9ed1-1b183614ef98): BOTORCH_MODULAR, best RESULT: -96912.12, getting new HP set (no sbatch)
2025-11-27 10:32:16 (1212184b-f6bd-4077-9ed1-1b183614ef98): BOTORCH_MODULAR, best RESULT: -96912.12, requested 1 jobs, got 1, 0.45 s/job
2025-11-27 10:32:16 (1212184b-f6bd-4077-9ed1-1b183614ef98): BOTORCH_MODULAR, best RESULT: -96912.12, eval #1/1 start                    
2025-11-27 10:32:16 (1212184b-f6bd-4077-9ed1-1b183614ef98): BOTORCH_MODULAR, best RESULT: -96912.12, starting new job                   
2025-11-27 10:32:17 (1212184b-f6bd-4077-9ed1-1b183614ef98): BOTORCH_MODULAR, best RESULT: -96912.12, started new job                    
2025-11-27 10:32:26 (1212184b-f6bd-4077-9ed1-1b183614ef98): BOTORCH_MODULAR, best RESULT: -96912.12, new result: RESULT: -828.120000    
2025-11-27 10:32:31 (1212184b-f6bd-4077-9ed1-1b183614ef98): BOTORCH_MODULAR, best RESULT: -96912.12, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.109 │    1 │        0.109 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.089 │      │              │
│  Median │   0.089 │      │              │
│   Total │   0.177 │      │              │
│     Max │   0.109 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.022 │    1 │        0.022 │
│         2 │   0.452 │    1 │        0.452 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.237 │      │              │
│    Median │   0.237 │      │              │
│     Total │   0.475 │      │              │
│       Max │   0.452 │      │              │
│       Min │   0.022 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JzEnIC0tY2hvaWNlX3BhcmFtPScxJyAtLWludF9wYXJhbV90d289…
experiment_name	__main__tests__BOTORCH_MODULAR___nogridsearch
mem_gb	4
parameter	[['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', 'float']]
continue_previous_job	None
experiment_constraints	None
run_dir	runs
seed	None
verbose_tqdm	False
model	BOTORCH_MODULAR
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	False
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	True
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	5
slurm_use_srun	False
time	60
partition	alpha
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
1764239516,756.546875,28.8

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-93	9	-42	51	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	-96912.12	-828.12	-48870.12	48042	2
int_param	-93	9	-42	51	2
float_param	-97.4032	-31.3926	-64.3979	33.0053	2

submitit INFO (2025-11-27 10:32:02,052) - Starting with JobEnvironment(job_id=122633, hostname=runnervmfxdz0, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-27 10:32:02,053) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/5/single_runs/122633/122633_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -93, "float_param": -31.392623782157898}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-93' --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: 1764238149.2568865
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1764238528.9537745
Last modification: 1764238149.2568865
Hostname: runnervmfxdz0
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-93' --float_param='1' --choice_param='1' --int_param_two='1'
stdout:
 OO-Info: int_param: -93
OO-Info: int_param_two: 1
OO-Info: float_param: 1
OO-Info: choice_param: 1
RESULT: -96912.12

stderr was empty
Result: {'RESULT': -96912.12}
Final-results: {'RESULT': -96912.12}
EXIT_CODE: 0
submitit INFO (2025-11-27 10:32:09,553) - Job completed successfully
submitit INFO (2025-11-27 10:32:09,553) - Exiting after successful completion