OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	3
Number random steps	2
Nr. of workers (parameter)	1
Main process memory (GB)	8
Worker memory (GB)	4

Best RESULT, min (total: 3)

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
10	-100	-100.0	8	10	-100.0	-100	8	-220010.92

Job Summary per Generation Node

Generation Node	Total	COMPLETED
BOTORCH_MODULAR	1	1
SOBOL	2	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

Number of evaluations

Failed	Succeeded	Running	Total
0	3	0	3

Result names and types

name	min/max
RESULT	min

Last progressbar status

2025-08-15 03:19:20 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -220010.92, finishing jobs, finished 1 job

Git-Version

Commit: 94a8bd6bc93b414b5b57d09a1fbf41169678a11a (8169)

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
0,1755227948,3,0c4dc8d3-e2f4-464a-917f-9a6916f9548f,1755227951,1755227957,6,./.tests/optimization_example  --int_param='10' --float_param='-100' --choice_param='8' --int_param_two='-100' --nr_results=1,0,,slurmfrontend,10,-100,-100,8,0_0,COMPLETED,BOTORCH_MODULAR,-220010.92000000001280568540096282959,10,-100,-100,8
1,1755227917,4,0c4dc8d3-e2f4-464a-917f-9a6916f9548f,1755227921,1755227927,6,./.tests/optimization_example  --int_param='-27' --float_param='-42.76697039604187011719' --choice_param='8' --int_param_two='-88' --nr_results=1,0,,slurmfrontend,-27,-88,-42.7669703960418701171875,8,1_0,COMPLETED,SOBOL,-119011.354608163004741072654724121094,-27,-42.7669703960418701171875,-88,8
2,1755227930,4,0c4dc8d3-e2f4-464a-917f-9a6916f9548f,1755227934,1755227940,6,./.tests/optimization_example  --int_param='-50' --float_param='-47.18736647628247737885' --choice_param='2' --int_param_two='-23' --nr_results=1,0,,slurmfrontend,-50,-23,-47.18736647628247737884521484375,2,2_0,COMPLETED,SOBOL,-65472.932197298097889870405197143555,-50,-47.18736647628247737884521484375,-23,2

2025-08-15 03:18:37 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, Started OmniOpt2 run...
2025-08-15 03:18:37 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, getting new HP set (no sbatch)
2025-08-15 03:18:37 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, requested 1 jobs, got 1, 0.08 s/job
2025-08-15 03:18:37 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, eval #1/1 start                    
2025-08-15 03:18:37 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, starting new job                   
2025-08-15 03:18:38 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, started new job                    
2025-08-15 03:18:49 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, new result: -119011.354608163      
2025-08-15 03:18:50 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -119011.354608163, finishing jobs, finished 1 job
2025-08-15 03:18:50 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -119011.354608163, getting new HP set (no sbatch)
2025-08-15 03:18:50 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -119011.354608163, requested 1 jobs, got 1, 0.18 s/job
2025-08-15 03:18:50 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -119011.354608163, eval #1/1 start                    
2025-08-15 03:18:50 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -119011.354608163, starting new job                   
2025-08-15 03:18:51 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -119011.354608163, started new job                    
2025-08-15 03:19:02 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -119011.354608163, new result: -65472.9321972981      
2025-08-15 03:19:03 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -119011.354608163, finishing jobs, finished 1 job     
2025-08-15 03:19:08 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -119011.354608163, getting new HP set (no sbatch)     
2025-08-15 03:19:08 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -119011.354608163, requested 1 jobs, got 1, 4.11 s/job
2025-08-15 03:19:08 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -119011.354608163, eval #1/1 start                    
2025-08-15 03:19:08 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -119011.354608163, starting new job                   
2025-08-15 03:19:08 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -119011.354608163, started new job                    
2025-08-15 03:19:19 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -119011.354608163, new result: -220010.92             
2025-08-15 03:19:20 (0c4dc8d3-e2f4-464a-917f-9a6916f9548f): SOBOL, best RESULT: -220010.92, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.202 │    1 │        0.202 │
│       2 │   0.211 │    1 │        0.211 │
│       3 │   0.194 │    1 │        0.194 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.202 │      │              │
│  Median │   0.202 │      │              │
│   Total │   0.606 │      │              │
│     Max │   0.211 │      │              │
│     Min │   0.194 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.075 │    1 │        0.075 │
│         2 │   0.175 │    1 │        0.175 │
│         3 │   4.112 │    1 │        4.112 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.454 │      │              │
│    Median │   0.175 │      │              │
│     Total │   4.362 │      │              │
│       Max │   4.112 │      │              │
│       Min │   0.075 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	2
max_eval	3
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9p…
experiment_name	__main__tests__BOTORCH_MODULAR___local_nogridsearch
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/admin
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	True
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
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
show_func_name	False

timestamp,ram_usage_mb,cpu_usage_percent
1755227917,738.6484375,53.0
1755227917,738.6484375,66.7

`RESULT` (goal: minimize)

Best value: -220010.92
Achieved at:
- run_time = 6
- OO_Info_int_param = 10
- OO_Info_int_param_two = -100
- OO_Info_float_param = -100
- OO_Info_choice_param = 8
- int_param = 10
- float_param = -100
- int_param_two = -100
- choice_param = 8

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	3
OO_Info_int_param	-50	10	-22.3333	24.7162	3
OO_Info_int_param_two	-100	-23	-70.3333	33.8264	3
OO_Info_float_param	-100	-42.767	-63.3181	26.0007	3
OO_Info_choice_param	2	8	6	2.8284	3
RESULT	-220010.92	-65472.9322	-134831.7356	64073.9716	3
int_param	-50	10	-22.3333	24.7162	3
float_param	-100	-42.767	-63.3181	26.0007	3
int_param_two	-100	-23	-70.3333	33.8264	3
choice_param	2	8	6	2.8284	3

submitit INFO (2025-08-15 03:18:38,677) - Starting with JobEnvironment(job_id=95288, hostname=slurmfrontend, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-08-15 03:18:38,677) - Loading pickle: /oo_dir/runs/__main__tests__BOTORCH_MODULAR___local_nogridsearch/0/single_runs/95288/95288_submitted.pkl

Parameters: {"int_param": -27, "float_param": -42.76697039604187, "int_param_two": -88, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-27' --float_param='-42.76697039604187011719' --choice_param='8' --int_param_two='-88' --nr_results=1
pwd: /oo_dir
File: ./.tests/optimization_example
UID: 1000
GID: 1000
Status-Change-Time: 1751708223.4603384
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: admin
Last access: 1755204869.7521486
Last modification: 1751708223.4603384
Hostname: slurmfrontend
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-27' --float_param='-42.76697039604187011719' --choice_param='8' --int_param_two='-88' --nr_results=1
stdout:
 OO-Info: int_param: -27
OO-Info: int_param_two: -88
OO-Info: float_param: -42.76697039604187011719
OO-Info: choice_param: 8
RESULT: -119011.354608163

stderr was empty
Result: {'RESULT': -119011.354608163}
Final-results: {'RESULT': -119011.354608163}
EXIT_CODE: 0
submitit INFO (2025-08-15 03:18:47,672) - Job completed successfully
submitit INFO (2025-08-15 03:18:47,673) - Exiting after successful completion