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
928.8886990398169	-926.8573559820652	-933.9668303728104	-349.38118420541286	-27276275.2900735

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

2025-11-04 14:37:20 (c73f49ea-4ca4-4681-bf90-0e492bf72664): BOTORCH_MODULAR, best RESULT: -27276275.2900735, finishing jobs, finished 1 job

Git-Version

Commit: 0405e30583155175300351b04ffe6598148a663e (9056-3-g0405e3058)

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
0,1762267018,2,c73f49ea-4ca4-4681-bf90-0e492bf72664,1762267020,1762267026,6,.tests/optimization_example_all_float  --x=-612.84705996513366699219 --y=648.1163501739501953125 --z=990.571498870849609375 --a=93.17672252655029296875,0,,runnervmf2e7y,0_0,COMPLETED,SOBOL,-17754015.6108119003474712371826171875,-612.8470599651336669921875,648.1163501739501953125,990.571498870849609375,93.17672252655029296875
1,1762267029,2,c73f49ea-4ca4-4681-bf90-0e492bf72664,1762267031,1762267037,6,.tests/optimization_example_all_float  --x=928.88869903981685638428 --y=-926.85735598206520080566 --z=-933.96683037281036376953 --a=-349.38118420541286468506,0,,runnervmf2e7y,1_0,COMPLETED,BOTORCH_MODULAR,-27276275.29007349908351898193359375,928.88869903981685638427734375,-926.8573559820652008056640625,-933.96683037281036376953125,-349.38118420541286468505859375


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

Current git-hash: 0405e30583155175300351b04ffe6598148a663e (last fully tested stable version 3 commits ago [4234251da23ca4c1533f0765399f244bdc2000bc, 9056])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 14:36:54] 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: ed499b07-54f2-4f4d-bde7-9c86f4997520
  _________________________________________________
 /                                                 \
| OmniOpt2 - This is not madness... this is hyperpa |
| rameter tuning!                                   |
 \                                                 /
  =================================================
                                                 \
                                                  \
                                                    ^__^
                                                    (oo)\_______
                                                    (__)\       )\/\
                                                        ||----w |
                                                        ||     ||
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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=104 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 928.8886990398169 │ -926.8573559820652 │ -933.9668303728104 │ -349.38118420541286 │ -27276275.2900735 │
└───────────────────┴────────────────────┴────────────────────┴─────────────────────┴───────────────────┘
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 │   0.014 │    1 │        0.014 │
│         2 │   0.411 │    1 │        0.411 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.212 │      │              │
│    Median │   0.212 │      │              │
│     Total │   0.425 │      │              │
│       Max │   0.411 │      │              │
│       Min │   0.014 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.215 │    1 │        0.215 │
│       2 │   0.085 │    1 │        0.085 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.150 │      │              │
│  Median │   0.150 │      │              │
│   Total │   0.300 │      │              │
│     Max │   0.215 │      │              │
│     Min │   0.085 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-04 14:36:58 (c73f49ea-4ca4-4681-bf90-0e492bf72664): SOBOL, Started OmniOpt2 run...
2025-11-04 14:36:58 (c73f49ea-4ca4-4681-bf90-0e492bf72664): SOBOL, getting new HP set (no sbatch)
2025-11-04 14:36:58 (c73f49ea-4ca4-4681-bf90-0e492bf72664): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-04 14:36:58 (c73f49ea-4ca4-4681-bf90-0e492bf72664): SOBOL, eval #1/1 start                    
2025-11-04 14:36:58 (c73f49ea-4ca4-4681-bf90-0e492bf72664): SOBOL, starting new job                   
2025-11-04 14:36:58 (c73f49ea-4ca4-4681-bf90-0e492bf72664): SOBOL, started new job                    
2025-11-04 14:37:07 (c73f49ea-4ca4-4681-bf90-0e492bf72664): SOBOL, new result: RESULT: -17754015.610812
2025-11-04 14:37:09 (c73f49ea-4ca4-4681-bf90-0e492bf72664): SOBOL, best RESULT: -17754015.6108119, finishing jobs, finished 1 job
2025-11-04 14:37:09 (c73f49ea-4ca4-4681-bf90-0e492bf72664): BOTORCH_MODULAR, best RESULT: -17754015.6108119, getting new HP set (no sbatch)
2025-11-04 14:37:09 (c73f49ea-4ca4-4681-bf90-0e492bf72664): BOTORCH_MODULAR, best RESULT: -17754015.6108119, requested 1 jobs, got 1, 0.41 s/job
2025-11-04 14:37:09 (c73f49ea-4ca4-4681-bf90-0e492bf72664): BOTORCH_MODULAR, best RESULT: -17754015.6108119, eval #1/1 start                    
2025-11-04 14:37:09 (c73f49ea-4ca4-4681-bf90-0e492bf72664): BOTORCH_MODULAR, best RESULT: -17754015.6108119, starting new job                   
2025-11-04 14:37:09 (c73f49ea-4ca4-4681-bf90-0e492bf72664): BOTORCH_MODULAR, best RESULT: -17754015.6108119, started new job                    
2025-11-04 14:37:18 (c73f49ea-4ca4-4681-bf90-0e492bf72664): BOTORCH_MODULAR, best RESULT: -17754015.6108119, new result: RESULT: -27276275.290073
2025-11-04 14:37:20 (c73f49ea-4ca4-4681-bf90-0e492bf72664): BOTORCH_MODULAR, best RESULT: -27276275.2900735, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.215 │    1 │        0.215 │
│       2 │   0.085 │    1 │        0.085 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.150 │      │              │
│  Median │   0.150 │      │              │
│   Total │   0.300 │      │              │
│     Max │   0.215 │      │              │
│     Min │   0.085 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.014 │    1 │        0.014 │
│         2 │   0.411 │    1 │        0.411 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.212 │      │              │
│    Median │   0.212 │      │              │
│     Total │   0.425 │      │              │
│       Max │   0.411 │      │              │
│       Min │   0.014 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762267014,776.09375,27.1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-27276275.2901	-17754015.6108	-22515145.4504	4761129.8396	2
x	-612.8471	928.8887	158.0208	770.8679	2
y	-926.8574	648.1164	-139.3705	787.4869	2
z	-933.9668	990.5715	28.3023	962.2692	2
a	-349.3812	93.1767	-128.1022	221.279	2

/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/submitit/core/plugins.py:24: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  import pkg_resources
submitit INFO (2025-11-04 14:36:58,580) - Starting with JobEnvironment(job_id=140339, hostname=runnervmf2e7y, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 14:36:58,580) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/140339/140339_submitted.pkl
Trial-Index: 0

Parameters: {"x": -612.8470599651337, "y": 648.1163501739502, "z": 990.5714988708496, "a": 93.1767225265503}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-612.84705996513366699219 --y=648.1163501739501953125 --z=990.571498870849609375 --a=93.17672252655029296875 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1762264789.0588248
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762267020.1298587
Last modification: 1762264789.0588248
Hostname: runnervmf2e7y
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-612.84705996513366699219 --y=648.1163501739501953125 --z=990.571498870849609375 --a=93.17672252655029296875 
stdout:
 x: -612.84705996513366699219
y: 648.1163501739501953125
z: 990.571498870849609375
a: 93.17672252655029296875
RESULT: -17754015.6108119

stderr was empty
Result: {'RESULT': -17754015.6108119}
Final-results: {'RESULT': -17754015.6108119}
EXIT_CODE: 0
submitit INFO (2025-11-04 14:37:06,142) - Job completed successfully
submitit INFO (2025-11-04 14:37:06,142) - Exiting after successful completion