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)

x	y	z	a	RESULT
-995.6354834139347	-957.9122439026833	902.5112744420767	998.8524224609137	-37220022.7999633

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?
x	range	-1000	1000	float	No
y	range	-1000	1000	float	No
z	range	-1000	1000	float	No
a	range	-1000	1000	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

2025-11-09 04:04:16 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): BOTORCH_MODULAR, best RESULT: -37220022.7999633, finishing jobs, finished 1 job

Git-Version

Commit: 0d4e0758d6588243350065bfadd9ed31c306e128 (9073)

trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,arm_name,trial_status,generation_node,RESULT,x,y,z,a
0,1762661034,2,b9b7cade-d94b-4103-91eb-f9a98f7acfa2,1762661036,1762661042,6,.tests/optimization_example_all_float  --x=447.078704833984375 --y=176.7308712005615234375 --z=-359.52574014663696289062 --a=-409.672260284423828125,0,,runnervmfg25i,0_0,COMPLETED,SOBOL,-5294346.316286659799516201019287109375,447.078704833984375,176.7308712005615234375,-359.525740146636962890625,-409.672260284423828125
1,1762661045,2,b9b7cade-d94b-4103-91eb-f9a98f7acfa2,1762661047,1762661053,6,.tests/optimization_example_all_float  --x=-995.6354834139347076416 --y=-957.91224390268325805664 --z=902.51127444207668304443 --a=998.85242246091365814209,0,,runnervmfg25i,1_0,COMPLETED,BOTORCH_MODULAR,-37220022.799963302910327911376953125,-995.6354834139347076416015625,-957.912243902683258056640625,902.51127444207668304443359375,998.85242246091365814208984375


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

Current git-hash: 0d4e0758d6588243350065bfadd9ed31c306e128 (version: 9073)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-09 04:03:50] 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: 5fc439c1-bb78-444d-b26e-b641fb8d94d2
 .oOOOo.                      .oOOOo.                     
.O     o.                 o  .O     o.             .oOOo. 
O       o                    O       o         O        O 
o       O                    o       O        oOo       o 
O       o `oOOoOO. 'OoOo. O  O       o .oOo.   o       O' 
o       O  O  o  o  o   O o  o       O O   o   O      O   
`o     O'  o  O  O  O   o O  `o     O' o   O   o    .O    
 `OoooO'   O  o  o  o   O o'  `OoooO'  oOoO'   `oO oOoOoO 
                                       O                  
                                       o'                 

omniopt --partition=alpha --experiment_name=example_all_float --mem_gb=4 --time=60 --worker_timeout=5 --max_eval=2 --num_parallel_jobs=1 --gpus=0 --num_random_steps=1 --send_anonymized_usage_stats --run_program=LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYSkK --cpus_per_task=1 --nodes_per_job=1 --model=BOTORCH_MODULAR --run_mode=local --parameter x range -1000 1000 float --parameter y range -1000 1000 float --parameter z range -1000 1000 float --parameter a range -1000 1000 float --live_share --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=170 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_all_float  --x=%(x) --y=%(y) --z=%(z) --a=%(a)

                      Experiment parameters                      
┏━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type  ┃ Lower bound ┃ Upper bound ┃ Type  ┃ Log Scale? ┃
┡━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ x    │ range │ -1000       │ 1000        │ float │ No         │
│ y    │ range │ -1000       │ 1000        │ float │ No         │
│ z    │ range │ -1000       │ 1000        │ float │ No         │
│ a    │ range │ -1000       │ 1000        │ 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)                                      
┏━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ x                  ┃ y                  ┃ z                 ┃ a                 ┃ RESULT            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -995.6354834139347 │ -957.9122439026833 │ 902.5112744420767 │ 998.8524224609137 │ -37220022.7999633 │
└────────────────────┴────────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │   0.009 │    1 │        0.009 │
│         2 │   0.354 │    1 │        0.354 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.182 │      │              │
│    Median │   0.182 │      │              │
│     Total │   0.363 │      │              │
│       Max │   0.354 │      │              │
│       Min │   0.009 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.106 │    1 │        0.106 │
│       2 │   0.067 │    1 │        0.067 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.087 │      │              │
│  Median │   0.087 │      │              │
│   Total │   0.173 │      │              │
│     Max │   0.106 │      │              │
│     Min │   0.067 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-09 04:03:54 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): SOBOL, Started OmniOpt2 run...
2025-11-09 04:03:54 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): SOBOL, getting new HP set (no sbatch)
2025-11-09 04:03:54 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-09 04:03:54 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): SOBOL, eval #1/1 start                    
2025-11-09 04:03:54 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): SOBOL, starting new job                   
2025-11-09 04:03:54 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): SOBOL, started new job                    
2025-11-09 04:04:03 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): SOBOL, new result: RESULT: -5294346.316287
2025-11-09 04:04:05 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): SOBOL, best RESULT: -5294346.31628666, finishing jobs, finished 1 job
2025-11-09 04:04:05 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): BOTORCH_MODULAR, best RESULT: -5294346.31628666, getting new HP set (no sbatch)
2025-11-09 04:04:05 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): BOTORCH_MODULAR, best RESULT: -5294346.31628666, requested 1 jobs, got 1, 0.35 s/job
2025-11-09 04:04:05 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): BOTORCH_MODULAR, best RESULT: -5294346.31628666, eval #1/1 start                    
2025-11-09 04:04:05 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): BOTORCH_MODULAR, best RESULT: -5294346.31628666, starting new job                   
2025-11-09 04:04:05 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): BOTORCH_MODULAR, best RESULT: -5294346.31628666, started new job                    
2025-11-09 04:04:14 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): BOTORCH_MODULAR, best RESULT: -5294346.31628666, new result: RESULT: -37220022.799963
2025-11-09 04:04:16 (b9b7cade-d94b-4103-91eb-f9a98f7acfa2): BOTORCH_MODULAR, best RESULT: -37220022.7999633, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.106 │    1 │        0.106 │
│       2 │   0.067 │    1 │        0.067 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.087 │      │              │
│  Median │   0.087 │      │              │
│   Total │   0.173 │      │              │
│     Max │   0.106 │      │              │
│     Min │   0.067 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.009 │    1 │        0.009 │
│         2 │   0.354 │    1 │        0.354 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.182 │      │              │
│    Median │   0.182 │      │              │
│     Total │   0.363 │      │              │
│       Max │   0.354 │      │              │
│       Min │   0.009 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYSkK']]
experiment_name	example_all_float
mem_gb	4
parameter	[['x', 'range', '-1000', '1000', 'float'], ['y', 'range', '-1000', '1000', 'float'], ['z', 'range', '-1000', '1000', 'float'], ['a', 'range', '-1000',
	'1000', '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
1762661030,750.1796875,28.8

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-37220022.8	-5294346.3163	-21257184.5581	15962838.2418	2
x	-995.6355	447.0787	-274.2784	721.3571	2
y	-957.9122	176.7309	-390.5907	567.3216	2
z	-359.5257	902.5113	271.4928	631.0185	2
a	-409.6723	998.8524	294.5901	704.2623	2

submitit INFO (2025-11-09 04:03:54,769) - Starting with JobEnvironment(job_id=165074, hostname=runnervmfg25i, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-09 04:03:54,769) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/165074/165074_submitted.pkl
Trial-Index: 0

Parameters: {"x": 447.0787048339844, "y": 176.73087120056152, "z": -359.52574014663696, "a": -409.6722602844238}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=447.078704833984375 --y=176.7308712005615234375 --z=-359.52574014663696289062 --a=-409.672260284423828125 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1762658205.7509456
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762660319.1440697
Last modification: 1762658205.7509456
Hostname: runnervmfg25i
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=447.078704833984375 --y=176.7308712005615234375 --z=-359.52574014663696289062 --a=-409.672260284423828125 
stdout:
 x: 447.078704833984375
y: 176.7308712005615234375
z: -359.52574014663696289062
a: -409.672260284423828125
RESULT: -5294346.31628666

stderr was empty
Result: {'RESULT': -5294346.31628666}
Final-results: {'RESULT': -5294346.31628666}
EXIT_CODE: 0
submitit INFO (2025-11-09 04:04:02,313) - Job completed successfully
submitit INFO (2025-11-09 04:04:02,313) - Exiting after successful completion