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
947.4612940102816	901.0107330977917	991.5225729346275	-915.4062494635582	-35112563.8807863

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

2026-02-01 05:49:31 (ac81a397-543a-4e02-961b-325b1ec490b0): BOTORCH_MODULAR, best RESULT: -35112563.8807863, finishing jobs, finished 1 job

Git-Version

Commit: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (9230)

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
0,1769924950,2,ac81a397-543a-4e02-961b-325b1ec490b0,1769924952,1769924958,6,.tests/optimization_example_all_float  --x=-147.91482686996459960938 --y=-549.18724298477172851562 --z=-194.90689039230346679688 --a=-80.76137304306030273438,0,,runnervmd7ynf,0_0,COMPLETED,SOBOL,-3771919.12956348992884159088134765625,-147.914826869964599609375,-549.187242984771728515625,-194.906890392303466796875,-80.761373043060302734375
1,1769924961,2,ac81a397-543a-4e02-961b-325b1ec490b0,1769924963,1769924969,6,.tests/optimization_example_all_float  --x=947.46129401028156280518 --y=901.01073309779167175293 --z=991.52257293462753295898 --a=-915.40624946355819702148,0,,runnervmd7ynf,1_0,COMPLETED,BOTORCH_MODULAR,-35112563.88078629970550537109375,947.46129401028156280517578125,901.0107330977916717529296875,991.522572934627532958984375,-915.406249463558197021484375


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

Current git-hash: 1431d695e1d9911d740a43d6b86abbd58f76a3b1 (version: 9230)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-01 05:49:07] 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: bc8ae43a-9f90-45aa-a09b-aa9d80393049
 ____  _      _      _  ____  ____ _____ ____ 
/  _ \/ \__/|/ \  /|/ \/  _ \/  __Y__ __Y_   \
| / \|| |\/||| |\ ||| || / \||  \/| / \  /   /
| \_/|| |  ||| | \||| || \_/||  __/ | | /   /_
\____/\_/  \|\_/  \|\_/\____/\_/    \_/ \____/
                                              

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=586 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 947.4612940102816 │ 901.0107330977917 │ 991.5225729346275 │ -915.4062494635582 │ -35112563.8807863 │
└───────────────────┴───────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │   0.025 │    1 │        0.025 │
│         2 │   0.331 │    1 │        0.331 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.178 │      │              │
│    Median │   0.178 │      │              │
│     Total │   0.357 │      │              │
│       Max │   0.331 │      │              │
│       Min │   0.025 │      │              │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.112 │    1 │        0.112 │
│       2 │   0.251 │    1 │        0.251 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.181 │      │              │
│  Median │   0.181 │      │              │
│   Total │   0.363 │      │              │
│     Max │   0.251 │      │              │
│     Min │   0.112 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2026-02-01 05:49:10 (ac81a397-543a-4e02-961b-325b1ec490b0): SOBOL, Started OmniOpt2 run...
2026-02-01 05:49:10 (ac81a397-543a-4e02-961b-325b1ec490b0): SOBOL, getting new HP set (no sbatch)
2026-02-01 05:49:10 (ac81a397-543a-4e02-961b-325b1ec490b0): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-02-01 05:49:10 (ac81a397-543a-4e02-961b-325b1ec490b0): SOBOL, eval #1/1 start                    
2026-02-01 05:49:10 (ac81a397-543a-4e02-961b-325b1ec490b0): SOBOL, starting new job                   
2026-02-01 05:49:10 (ac81a397-543a-4e02-961b-325b1ec490b0): SOBOL, started new job                    
2026-02-01 05:49:19 (ac81a397-543a-4e02-961b-325b1ec490b0): SOBOL, new result: RESULT: -3771919.129563
2026-02-01 05:49:20 (ac81a397-543a-4e02-961b-325b1ec490b0): SOBOL, best RESULT: -3771919.12956349, finishing jobs, finished 1 job
2026-02-01 05:49:21 (ac81a397-543a-4e02-961b-325b1ec490b0): BOTORCH_MODULAR, best RESULT: -3771919.12956349, getting new HP set (no sbatch)
2026-02-01 05:49:21 (ac81a397-543a-4e02-961b-325b1ec490b0): BOTORCH_MODULAR, best RESULT: -3771919.12956349, requested 1 jobs, got 1, 0.33 s/job
2026-02-01 05:49:21 (ac81a397-543a-4e02-961b-325b1ec490b0): BOTORCH_MODULAR, best RESULT: -3771919.12956349, eval #1/1 start                    
2026-02-01 05:49:21 (ac81a397-543a-4e02-961b-325b1ec490b0): BOTORCH_MODULAR, best RESULT: -3771919.12956349, starting new job                   
2026-02-01 05:49:21 (ac81a397-543a-4e02-961b-325b1ec490b0): BOTORCH_MODULAR, best RESULT: -3771919.12956349, started new job                    
2026-02-01 05:49:30 (ac81a397-543a-4e02-961b-325b1ec490b0): BOTORCH_MODULAR, best RESULT: -3771919.12956349, new result: RESULT: -35112563.880786
2026-02-01 05:49:31 (ac81a397-543a-4e02-961b-325b1ec490b0): BOTORCH_MODULAR, best RESULT: -35112563.8807863, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.112 │    1 │        0.112 │
│       2 │   0.251 │    1 │        0.251 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.181 │      │              │
│  Median │   0.181 │      │              │
│   Total │   0.363 │      │              │
│     Max │   0.251 │      │              │
│     Min │   0.112 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.025 │    1 │        0.025 │
│         2 │   0.331 │    1 │        0.331 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.178 │      │              │
│    Median │   0.178 │      │              │
│     Total │   0.357 │      │              │
│       Max │   0.331 │      │              │
│       Min │   0.025 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1769924947,765.5546875,28.1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-35112563.8808	-3771919.1296	-19442241.5052	15670322.3756	2
x	-147.9148	947.4613	399.7732	547.6881	2
y	-549.1872	901.0107	175.9117	725.099	2
z	-194.9069	991.5226	398.3078	593.2147	2
a	-915.4062	-80.7614	-498.0838	417.3224	2

submitit INFO (2026-02-01 05:49:10,542) - Starting with JobEnvironment(job_id=141838, hostname=runnervmd7ynf, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-02-01 05:49:10,542) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/141838/141838_submitted.pkl
Trial-Index: 0

Parameters: {"x": -147.9148268699646, "y": -549.1872429847717, "z": -194.90689039230347, "a": -80.7613730430603}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-147.91482686996459960938 --y=-549.18724298477172851562 --z=-194.90689039230346679688 --a=-80.76137304306030273438 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1769921950.121044
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1769924247.3519955
Last modification: 1769921950.121044
Hostname: runnervmd7ynf
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-147.91482686996459960938 --y=-549.18724298477172851562 --z=-194.90689039230346679688 --a=-80.76137304306030273438 
stdout:
 x: -147.91482686996459960938
y: -549.18724298477172851562
z: -194.90689039230346679688
a: -80.76137304306030273438
RESULT: -3771919.12956349

stderr was empty
Result: {'RESULT': -3771919.12956349}
Final-results: {'RESULT': -3771919.12956349}
EXIT_CODE: 0
submitit INFO (2026-02-01 05:49:18,276) - Job completed successfully
submitit INFO (2026-02-01 05:49:18,276) - Exiting after successful completion