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
-699.4840204715729	886.992696672678	-877.0887590944767	807.9270534217358	-26989701.4625527

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

2025-11-07 11:39:32 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): BOTORCH_MODULAR, best RESULT: -26989701.4625527, finishing jobs, finished 1 job

Git-Version

Commit: 0d4e0758d6588243350065bfadd9ed31c306e128 (9072-1-g0d4e0758d)

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
0,1762515549,2,47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1,1762515551,1762515557,6,.tests/optimization_example_all_float  --x=231.5080165863037109375 --y=-363.13831806182861328125 --z=254.26352024078369140625 --a=-115.60243368148803710938,0,,runnervmf2e7y,0_0,COMPLETED,SOBOL,-2629640.627207790035754442214965820312,231.5080165863037109375,-363.13831806182861328125,254.26352024078369140625,-115.602433681488037109375
1,1762515561,2,47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1,1762515563,1762515569,6,.tests/optimization_example_all_float  --x=-699.48402047157287597656 --y=886.99269667267799377441 --z=-877.0887590944766998291 --a=807.9270534217357635498,0,,runnervmf2e7y,1_0,COMPLETED,BOTORCH_MODULAR,-26989701.4625527001917362213134765625,-699.4840204715728759765625,886.9926966726779937744140625,-877.0887590944766998291015625,807.9270534217357635498046875


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

Current git-hash: 0d4e0758d6588243350065bfadd9ed31c306e128 (last fully tested stable version 1 commit ago [c955bd1d9501575813a68affecbc1a05d9ab35ef, 9072])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-07 11:39:04] 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: ad8e4881-c4ce-40f6-8eff-e6310e315ce5
  ________________________________________
| OmniOpt2 - Dialing in the magic numbers. |
  ========================================
                                        \
                                         \
                                           ^__^
                                           (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/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=167 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -699.4840204715729 │ 886.992696672678 │ -877.0887590944767 │ 807.9270534217358 │ -26989701.4625527 │
└────────────────────┴──────────────────┴────────────────────┴───────────────────┴───────────────────┘
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 │   0.016 │    1 │        0.016 │
│         2 │   0.479 │    1 │        0.479 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.247 │      │              │
│    Median │   0.247 │      │              │
│     Total │   0.495 │      │              │
│       Max │   0.479 │      │              │
│       Min │   0.016 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.230 │    1 │        0.230 │
│       2 │   0.088 │    1 │        0.088 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.159 │      │              │
│  Median │   0.159 │      │              │
│   Total │   0.318 │      │              │
│     Max │   0.230 │      │              │
│     Min │   0.088 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-07 11:39:09 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): SOBOL, Started OmniOpt2 run...
2025-11-07 11:39:09 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): SOBOL, getting new HP set (no sbatch)
2025-11-07 11:39:09 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-11-07 11:39:09 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): SOBOL, eval #1/1 start                    
2025-11-07 11:39:09 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): SOBOL, starting new job                   
2025-11-07 11:39:09 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): SOBOL, started new job                    
2025-11-07 11:39:18 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): SOBOL, new result: RESULT: -2629640.627208
2025-11-07 11:39:20 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): SOBOL, best RESULT: -2629640.62720779, finishing jobs, finished 1 job
2025-11-07 11:39:21 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): BOTORCH_MODULAR, best RESULT: -2629640.62720779, getting new HP set (no sbatch)
2025-11-07 11:39:21 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): BOTORCH_MODULAR, best RESULT: -2629640.62720779, requested 1 jobs, got 1, 0.48 s/job
2025-11-07 11:39:21 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): BOTORCH_MODULAR, best RESULT: -2629640.62720779, eval #1/1 start                    
2025-11-07 11:39:21 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): BOTORCH_MODULAR, best RESULT: -2629640.62720779, starting new job                   
2025-11-07 11:39:21 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): BOTORCH_MODULAR, best RESULT: -2629640.62720779, started new job                    
2025-11-07 11:39:30 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): BOTORCH_MODULAR, best RESULT: -2629640.62720779, new result: RESULT: -26989701.462553
2025-11-07 11:39:32 (47bd3f45-0ace-4aae-9ebb-e5f8b1b202c1): BOTORCH_MODULAR, best RESULT: -26989701.4625527, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.230 │    1 │        0.230 │
│       2 │   0.088 │    1 │        0.088 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.159 │      │              │
│  Median │   0.159 │      │              │
│   Total │   0.318 │      │              │
│     Max │   0.230 │      │              │
│     Min │   0.088 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.016 │    1 │        0.016 │
│         2 │   0.479 │    1 │        0.479 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.247 │      │              │
│    Median │   0.247 │      │              │
│     Total │   0.495 │      │              │
│       Max │   0.479 │      │              │
│       Min │   0.016 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762515545,776.140625,27.8

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-26989701.4626	-2629640.6272	-14809671.0449	12180030.4177	2
x	-699.484	231.508	-233.988	465.496	2
y	-363.1383	886.9927	261.9272	625.0655	2
z	-877.0888	254.2635	-311.4126	565.6761	2
a	-115.6024	807.9271	346.1623	461.7647	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 (2025-11-07 11:39:09,878) - Starting with JobEnvironment(job_id=162704, hostname=runnervmf2e7y, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-07 11:39:09,878) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/162704/162704_submitted.pkl
Trial-Index: 0

Parameters: {"x": 231.5080165863037, "y": -363.1383180618286, "z": 254.2635202407837, "a": -115.60243368148804}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=231.5080165863037109375 --y=-363.13831806182861328125 --z=254.26352024078369140625 --a=-115.60243368148803710938 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1762512098.4218092
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762514777.9650228
Last modification: 1762512098.4218092
Hostname: runnervmf2e7y
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=231.5080165863037109375 --y=-363.13831806182861328125 --z=254.26352024078369140625 --a=-115.60243368148803710938 
stdout:
 x: 231.5080165863037109375
y: -363.13831806182861328125
z: 254.26352024078369140625
a: -115.60243368148803710938
RESULT: -2629640.62720779

stderr was empty
Result: {'RESULT': -2629640.62720779}
Final-results: {'RESULT': -2629640.62720779}
EXIT_CODE: 0
submitit INFO (2025-11-07 11:39:17,649) - Job completed successfully
submitit INFO (2025-11-07 11:39:17,649) - Exiting after successful completion