OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BO_MIXED
Max. nr. evaluations	2
Number random steps	1
Nr. of workers (parameter)	20

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	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	1	0	1

Result names and types

name	min/max
RESULT1	min
RESULT2	min

Last progressbar status

2025-10-21 07:33:01 (184afae7-4ab6-46b2-823b-cb4973bbb8e4): SOBOL, new result: 1.58210960363886

Git-Version

Commit: 2bfcf4ebab7e0b53d16282a8de94a4c409ec3fbf (8689-2-g2bfcf4eba)

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
0,1761031972,2,184afae7-4ab6-46b2-823b-cb4973bbb8e4,1761031974,1761031980,6,./.tests/optimization_example --int_param='-55' --float_param='-91.09616555273532867432' --choice_param='4'  --int_param_two='-99' --nr_results=2,0,,runnervmnfq8z,-55,-99,-91.09616555273532867431640625,4,0_0,COMPLETED,SOBOL,1.582109603638859995911047917616,2.916780370145230172340689023258,-55,-91.09616555273532867431640625,-99,4


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

Current git-hash: 2bfcf4ebab7e0b53d16282a8de94a4c409ec3fbf (last fully tested stable version 2 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 07:32:50] 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: d05de461-0300-40d8-b156-20a2b91a750a
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_BO_MIXED --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 20 --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=BO_MIXED --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BO_MIXED&run_nr=4 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BO_MIXED 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 │
└─────────────┴─────────────┘

2025-10-21 07:32:52 (184afae7-4ab6-46b2-823b-cb4973bbb8e4): SOBOL, Started OmniOpt2 run...
2025-10-21 07:32:52 (184afae7-4ab6-46b2-823b-cb4973bbb8e4): SOBOL, getting new HP set (no sbatch)
2025-10-21 07:32:52 (184afae7-4ab6-46b2-823b-cb4973bbb8e4): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-10-21 07:32:52 (184afae7-4ab6-46b2-823b-cb4973bbb8e4): SOBOL, eval #1/1 start                    
2025-10-21 07:32:52 (184afae7-4ab6-46b2-823b-cb4973bbb8e4): SOBOL, starting new job                   
2025-10-21 07:32:52 (184afae7-4ab6-46b2-823b-cb4973bbb8e4): SOBOL, started new job                    
2025-10-21 07:33:01 (184afae7-4ab6-46b2-823b-cb4973bbb8e4): SOBOL, new result: 1.58210960363886

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_BO_MIXED
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	BO_MIXED
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	20
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

timestamp,ram_usage_mb,cpu_usage_percent
1761031972,754.2578125,25.0
1761031972,754.2578125,100.0

Parameter statistics

Parameter	Min	Max	Mean	Count
run_time	6	6	6	1
OO_Info_int_param	-55	-55	-55	1
OO_Info_int_param_two	-99	-99	-99	1
OO_Info_float_param	-91.0962	-91.0962	-91.0962	1
OO_Info_choice_param	4	4	4	1
RESULT1	1.5821	1.5821	1.5821	1
RESULT2	2.9168	2.9168	2.9168	1
int_param	-55	-55	-55	1
float_param	-91.0962	-91.0962	-91.0962	1
int_param_two	-99	-99	-99	1
choice_param	4	4	4	1

submitit INFO (2025-10-21 07:32:52,718) - Starting with JobEnvironment(job_id=160022, hostname=runnervmnfq8z, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-10-21 07:32:52,718) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/0/single_runs/160022/160022_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -55, "float_param": -91.09616555273533, "int_param_two": -99, "choice_param": 4}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-55' --float_param='-91.09616555273532867432' --choice_param='4'  --int_param_two='-99' --nr_results=2 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1761029399.1402278
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1761029762.8597522
Last modification: 1761029399.1402278
Hostname: runnervmnfq8z
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-55' --float_param='-91.09616555273532867432' --choice_param='4'  --int_param_two='-99' --nr_results=2 
stdout:
 OO-Info: int_param: -55
OO-Info: int_param_two: -99
OO-Info: float_param: -91.09616555273532867432
OO-Info: choice_param: 4
RESULT1: 1.58210960363886
RESULT2: 2.91678037014523

stderr was empty
Result: {'RESULT1': 1.58210960363886, 'RESULT2': 2.91678037014523}
Final-results: {'RESULT1': 1.58210960363886, 'RESULT2': 2.91678037014523}
EXIT_CODE: 0
submitit INFO (2025-10-21 07:33:00,193) - Job completed successfully
submitit INFO (2025-10-21 07:33:00,193) - Exiting after successful completion