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 RESULT1, min (total: 2)

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	RESULT2	int_param	float_param	int_param_two	choice_param	RESULT1
-99	9	-48.048809180274574	2	2.59496023328708	-99	-48.048809180274574	9	2	1.05492929725824

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	1	1

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	range	-100	10		int	No
float_param	range	-100	10		float	No
choice_param	choice			1, 2, 4, 8, 16, hallo
int_param_two	range	-100	10		int	No

Number of evaluations

Failed	Succeeded	Running	Total
0	2	0	2

Result names and types

name	min/max
RESULT1	min
RESULT2	min

Last progressbar status

2025-11-04 12:47:08 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): BOTORCH_MODULAR, 2 done, finishing jobs, finished 1 job

Git-Version

Commit: 76ba8978a9c5650bee9986b6a83b16f50a628239 (9050-1-g76ba8978a)

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,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,1762260405,2,e9f60051-d3db-410f-aecb-d8f51a4a0c50,1762260407,1762260413,6,./.tests/optimization_example --int_param='-24' --float_param='8.48831117153167724609' --choice_param='1'  --int_param_two='-71' --nr_results=2,0,,runnervmxu1zt,-24,-71,8.48831117153167724609375,1,0_0,COMPLETED,SOBOL,1.787712157300000104243054011022,2.873543601300000194243011719664,-24,8.48831117153167724609375,-71,1
1,1762260417,2,e9f60051-d3db-410f-aecb-d8f51a4a0c50,1762260419,1762260425,6,./.tests/optimization_example --int_param='-99' --float_param='-48.04880918027457425978' --choice_param='2'  --int_param_two='9' --nr_results=2,0,,runnervmxu1zt,-99,9,-48.04880918027457425978354876861,2,1_0,COMPLETED,BOTORCH_MODULAR,1.054929297258240028511977470771,2.594960233287079809372244199039,-99,-48.04880918027457425978354876861,9,2


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

Current git-hash: 76ba8978a9c5650bee9986b6a83b16f50a628239 (last fully tested stable version 1 commit ago [9812430dc710edc134b5a49e8c7bfda8c78d31fc, 9050])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 12:46:42] 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]`.
Run-UUID: 6d3eefdb-e949-4c0f-a0f1-168b75e3aadb
  _________________________________________________
 /                                                 \
| OmniOpt2 - Like an alchemist searching for the Ph |
| ilosopher’s Stone.                                |
 \                                                 /
  =================================================
                                                       \
                                                        \
                                                         \
                                                          \
                                                                             .       .
                                                                            / `.   .' \
                                                                    .---.  <    > <    >  .---.
                                                                    |    \  \ - ~ ~ - /  /    |
                                                        _____        ~-..-~             ~-..-~
                                                       |     |   \~~~\.'                    `./~~~/
                                                      ---------   \__/                        \__/
                                                     .'  O    \     /               /       \  "
                                                    (_____,    `._.'               |         }  \/~~~/
                                                     `----.          /       }     |        /    \__/
                                                           `-.      |       /      |       /      `. ,~~|
                                                               ~-.__|      /_ - ~ ^|      /- _      `..-'   f:  f:
                                                                    |     /        |     /     ~-.     `-. _|| _||_
                                                                    |_____|        |_____|         ~ - . _ _ _ _ __>
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_BOTORCH_MODULAR --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0yCg== --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --follow --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --result_names RESULT1=min RESULT2=min --model=BOTORCH_MODULAR --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BOTORCH_MODULAR&run_nr=76 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='%(float_param)' --choice_param='%(choice_param)'  --int_param_two='%(int_param_two)' --nr_results=2

                                       Experiment parameters                                       
┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name          ┃ Type   ┃ Lower bound ┃ Upper bound ┃ Values                ┃ Type  ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param     │ range  │ -100        │ 10          │                       │ int   │ No         │
│ float_param   │ range  │ -100        │ 10          │                       │ float │ No         │
│ choice_param  │ choice │             │             │ 1, 2, 4, 8, 16, hallo │       │            │
│ int_param_two │ range  │ -100        │ 10          │                       │ int   │ No         │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
        Result-Names         
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1     │         min │
│ RESULT2     │         min │
└─────────────┴─────────────┘
Your console does not support sixel-images. Will not print Pareto-frontier as a 
matplotlib-sixel-plot for RESULT1/RESULT2.
                                          Pareto-Front for RESULT1/RESULT2:                                           
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃     float_param     ┃ int_param_two ┃ choice_param ┃     RESULT1      ┃     RESULT2      ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│      1      │    -99    │ -48.048809180274574 │       9       │      2       │ 1.05492929725824 │ 2.59496023328708 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
                                     Failed Jobs parameters                                     
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description                                                 ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Not printing sixel graphics in CI
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-04 12:46:45 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): SOBOL, Started OmniOpt2 run...
2025-11-04 12:46:45 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): SOBOL, getting new HP set (no sbatch)
2025-11-04 12:46:45 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-04 12:46:45 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): SOBOL, eval #1/1 start                    
2025-11-04 12:46:45 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): SOBOL, starting new job                   
2025-11-04 12:46:45 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): SOBOL, started new job                    
2025-11-04 12:46:54 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): SOBOL, new result: RESULT1: 1.787712, RESULT2: 2.873544
2025-11-04 12:46:56 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): SOBOL, 1 done, finishing jobs, finished 1 job          
2025-11-04 12:46:57 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): BOTORCH_MODULAR, 1 done, getting new HP set (no sbatch)
2025-11-04 12:46:57 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): BOTORCH_MODULAR, 1 done, requested 1 jobs, got 1, 0.81 s/job
2025-11-04 12:46:57 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): BOTORCH_MODULAR, 1 done, eval #1/1 start                    
2025-11-04 12:46:57 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): BOTORCH_MODULAR, 1 done, starting new job                   
2025-11-04 12:46:57 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): BOTORCH_MODULAR, 1 done, started new job                    
2025-11-04 12:47:05 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): BOTORCH_MODULAR, 1 done, new result: RESULT1: 1.054929, RESULT2: 2.594960
2025-11-04 12:47:08 (e9f60051-d3db-410f-aecb-d8f51a4a0c50): BOTORCH_MODULAR, 2 done, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.086 │    1 │        0.086 │
│       2 │   0.083 │    1 │        0.083 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.085 │      │              │
│  Median │   0.085 │      │              │
│   Total │   0.170 │      │              │
│     Max │   0.086 │      │              │
│     Min │   0.083 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.010 │    1 │        0.010 │
│         2 │   0.808 │    1 │        0.808 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.409 │      │              │
│    Median │   0.409 │      │              │
│     Total │   0.817 │      │              │
│       Max │   0.808 │      │              │
│       Min │   0.010 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2lj…
experiment_name	multi_results_2_results_BOTORCH_MODULAR
mem_gb	4
parameter	[['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', 'float'], ['choice_param', 'choice', '1,2,4,8,16,hallo'],
	['int_param_two', 'range', '-100', '10', 'int']]
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	['RESULT1=min', 'RESULT2=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	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	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	True
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
1762260402,749.8125,28.8

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-99	-24	-61.5	37.5	2
OO_Info_int_param_two	-71	9	-31	40	2
OO_Info_float_param	-48.0488	8.4883	-19.7802	28.2686	2
OO_Info_choice_param	1	2	1.5	0.5	2
RESULT1	1.0549	1.7877	1.4213	0.3664	2
RESULT2	2.595	2.8735	2.7343	0.1393	2
int_param	-99	-24	-61.5	37.5	2
float_param	-48.0488	8.4883	-19.7802	28.2686	2
int_param_two	-71	9	-31	40	2
choice_param	1	2	1.5	0.5	2

submitit INFO (2025-11-04 12:46:45,854) - Starting with JobEnvironment(job_id=171642, hostname=runnervmxu1zt, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 12:46:45,855) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/0/single_runs/171642/171642_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -24, "float_param": 8.488311171531677, "int_param_two": -71, "choice_param": 1}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-24' --float_param='8.48831117153167724609' --choice_param='1'  --int_param_two='-71' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762257649.7050035
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762257988.7003148
Last modification: 1762257649.7050035
Hostname: runnervmxu1zt
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-24' --float_param='8.48831117153167724609' --choice_param='1'  --int_param_two='-71' --nr_results=2 
stdout:
 OO-Info: int_param: -24
OO-Info: int_param_two: -71
OO-Info: float_param: 8.48831117153167724609
OO-Info: choice_param: 1
RESULT1: 1.78771215731195
RESULT2: 2.87354360134074

stderr was empty
Result: {'RESULT1': 1.78771215731195, 'RESULT2': 2.87354360134074}
Final-results: {'RESULT1': 1.78771215731195, 'RESULT2': 2.87354360134074}
EXIT_CODE: 0
submitit INFO (2025-11-04 12:46:53,252) - Job completed successfully
submitit INFO (2025-11-04 12:46:53,252) - Exiting after successful completion