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
1000.0	1000.0	770.0134693191235	1000.0	-35572990.6023968

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 18:02:48 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): BOTORCH_MODULAR, best RESULT: -35572990.6023968, finishing jobs, finished 1 job

Git-Version

Commit: ecd3b7b2c5392f9a0f7e3f8f3f3fe0583b404213 (9060-2-gecd3b7b2c)

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
0,1762279345,2,4e8f094b-6721-4704-ad1d-3de2822b6bf0,1762279347,1762279353,6,.tests/optimization_example_all_float  --x=-831.12066984176635742188 --y=-227.89537906646728515625 --z=-199.59771633148193359375 --a=182.15429782867431640625,0,,runnervmf2e7y,0_0,COMPLETED,SOBOL,-8267171.786606170237064361572265625,-831.120669841766357421875,-227.89537906646728515625,-199.59771633148193359375,182.15429782867431640625
1,1762279357,2,4e8f094b-6721-4704-ad1d-3de2822b6bf0,1762279359,1762279365,6,.tests/optimization_example_all_float  --x=1000 --y=1000 --z=770.0134693191234873666 --a=1000,0,,runnervmf2e7y,1_0,COMPLETED,BOTORCH_MODULAR,-35572990.60239680111408233642578125,1000,1000,770.013469319123487366596236824989,1000


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

Current git-hash: ecd3b7b2c5392f9a0f7e3f8f3f3fe0583b404213 (last fully tested stable version 2 commits ago [86ec80a2d91b6b5a1d9c417f907f93a644d0ab96, 9060])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 18:02:20] 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: 46c8cbe2-522c-45e9-9de6-65572473b9a8
  _____              _  _____             ______  
 / ___ \            (_)/ ___ \       _   (_____ \ 
| |   | |____  ____  _| |   | |____ | |_   ____) )
| |   | |    \|  _ \| | |   | |  _ \|  _) /_____/ 
| |___| | | | | | | | | |___| | | | | |__ _______ 
 \_____/|_|_|_|_| |_|_|\_____/| ||_/ \___|_______)
                              |_|                 

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=130 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            ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 1000.0 │ 1000.0 │ 770.0134693191235 │ 1000.0 │ -35572990.6023968 │
└────────┴────────┴───────────────────┴────────┴───────────────────┘
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 │   0.449 │    1 │        0.449 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.231 │      │              │
│    Median │   0.231 │      │              │
│     Total │   0.463 │      │              │
│       Max │   0.449 │      │              │
│       Min │   0.014 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.221 │    1 │        0.221 │
│       2 │   0.085 │    1 │        0.085 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.153 │      │              │
│  Median │   0.153 │      │              │
│   Total │   0.307 │      │              │
│     Max │   0.221 │      │              │
│     Min │   0.085 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-04 18:02:25 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): SOBOL, Started OmniOpt2 run...
2025-11-04 18:02:25 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): SOBOL, getting new HP set (no sbatch)
2025-11-04 18:02:25 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-04 18:02:25 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): SOBOL, eval #1/1 start                    
2025-11-04 18:02:25 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): SOBOL, starting new job                   
2025-11-04 18:02:25 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): SOBOL, started new job                    
2025-11-04 18:02:34 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): SOBOL, new result: RESULT: -8267171.786606
2025-11-04 18:02:36 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): SOBOL, best RESULT: -8267171.78660617, finishing jobs, finished 1 job
2025-11-04 18:02:37 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): BOTORCH_MODULAR, best RESULT: -8267171.78660617, getting new HP set (no sbatch)
2025-11-04 18:02:37 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): BOTORCH_MODULAR, best RESULT: -8267171.78660617, requested 1 jobs, got 1, 0.45 s/job
2025-11-04 18:02:37 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): BOTORCH_MODULAR, best RESULT: -8267171.78660617, eval #1/1 start                    
2025-11-04 18:02:37 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): BOTORCH_MODULAR, best RESULT: -8267171.78660617, starting new job                   
2025-11-04 18:02:37 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): BOTORCH_MODULAR, best RESULT: -8267171.78660617, started new job                    
2025-11-04 18:02:46 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): BOTORCH_MODULAR, best RESULT: -8267171.78660617, new result: RESULT: -35572990.602397
2025-11-04 18:02:48 (4e8f094b-6721-4704-ad1d-3de2822b6bf0): BOTORCH_MODULAR, best RESULT: -35572990.6023968, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.221 │    1 │        0.221 │
│       2 │   0.085 │    1 │        0.085 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.153 │      │              │
│  Median │   0.153 │      │              │
│   Total │   0.307 │      │              │
│     Max │   0.221 │      │              │
│     Min │   0.085 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.014 │    1 │        0.014 │
│         2 │   0.449 │    1 │        0.449 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.231 │      │              │
│    Median │   0.231 │      │              │
│     Total │   0.463 │      │              │
│       Max │   0.449 │      │              │
│       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
1762279341,776.31640625,27.1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-35572990.6024	-8267171.7866	-21920081.1945	13652909.4079	2
x	-831.1207	1000	84.4397	915.5603	2
y	-227.8954	1000	386.0523	613.9477	2
z	-199.5977	770.0135	285.2079	484.8056	2
a	182.1543	1000	591.0771	408.9229	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 18:02:25,946) - Starting with JobEnvironment(job_id=162395, hostname=runnervmf2e7y, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 18:02:25,947) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/162395/162395_submitted.pkl
Trial-Index: 0

Parameters: {"x": -831.1206698417664, "y": -227.89537906646729, "z": -199.59771633148193, "a": 182.15429782867432}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-831.12066984176635742188 --y=-227.89537906646728515625 --z=-199.59771633148193359375 --a=182.15429782867431640625 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1762276217.5911498
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762278535.0006099
Last modification: 1762276217.5911498
Hostname: runnervmf2e7y
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-831.12066984176635742188 --y=-227.89537906646728515625 --z=-199.59771633148193359375 --a=182.15429782867431640625 
stdout:
 x: -831.12066984176635742188
y: -227.89537906646728515625
z: -199.59771633148193359375
a: 182.15429782867431640625
RESULT: -8267171.78660617

stderr was empty
Result: {'RESULT': -8267171.78660617}
Final-results: {'RESULT': -8267171.78660617}
EXIT_CODE: 0
submitit INFO (2025-11-04 18:02:33,566) - Job completed successfully
submitit INFO (2025-11-04 18:02:33,567) - Exiting after successful completion