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
945.6415977329016	-512.2457444667816	821.6060269623995	977.8101835399866	-27658869.6529957

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

2025-11-03 11:43:50 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): BOTORCH_MODULAR, best RESULT: -27658869.6529957, finishing jobs, finished 1 job

Git-Version

Commit: 77cf89fedeb2e74949f6802653d1a5eb818b0de8 (9034-3-g77cf89fed)

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
0,1762170208,2,63c86b2b-08b1-40cc-8228-17b69f6d5eb1,1762170210,1762170216,6,.tests/optimization_example_all_float  --x=-771.19627594947814941406 --y=317.925930023193359375 --z=-890.01192897558212280273 --a=-341.03304147720336914062,0,,runnervmf2e7y,0_0,COMPLETED,SOBOL,-16213362.5085608996450901031494140625,-771.1962759494781494140625,317.925930023193359375,-890.011928975582122802734375,-341.033041477203369140625
1,1762170220,2,63c86b2b-08b1-40cc-8228-17b69f6d5eb1,1762170222,1762170228,6,.tests/optimization_example_all_float  --x=945.64159773290157318115 --y=-512.24574446678161621094 --z=821.60602696239948272705 --a=977.8101835399866104126,0,,runnervmf2e7y,1_0,COMPLETED,BOTORCH_MODULAR,-27658869.652995698153972625732421875,945.64159773290157318115234375,-512.2457444667816162109375,821.60602696239948272705078125,977.81018353998661041259765625


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

Current git-hash: 77cf89fedeb2e74949f6802653d1a5eb818b0de8 (last fully tested stable version 3 commits ago [88d7195d45aaf79ed7f44a981cd9b32c7da2adbc, 9034])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 11:43:25] 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: 006ab32f-a286-4de6-92ca-0f4ba70027e0
                                                                             
 @@@@@@   @@@@@@@@@@   @@@  @@@  @@@   @@@@@@   @@@@@@@   @@@@@@@   @@@@@@   
@@@@@@@@  @@@@@@@@@@@  @@@@ @@@  @@@  @@@@@@@@  @@@@@@@@  @@@@@@@  @@@@@@@@  
@@!  @@@  @@! @@! @@!  @@!@!@@@  @@!  @@!  @@@  @@!  @@@    @@!         @@@  
!@!  @!@  !@! !@! !@!  !@!!@!@!  !@!  !@!  @!@  !@!  @!@    !@!        @!@   
@!@  !@!  @!! !!@ @!@  @!@ !!@!  !!@  @!@  !@!  @!@@!@!     @!!       !!@    
!@!  !!!  !@!   ! !@!  !@!  !!!  !!!  !@!  !!!  !!@!!!      !!!      !!:     
!!:  !!!  !!:     !!:  !!:  !!!  !!:  !!:  !!!  !!:         !!:     !:!      
:!:  !:!  :!:     :!:  :!:  !:!  :!:  :!:  !:!  :!:         :!:    :!:       
::::: ::  :::     ::    ::   ::   ::  ::::: ::   ::          ::    :: :::::  
 : :  :    :      :    ::    :   :     : :  :    :           :     :: : :::  
                                                                             

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=22 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 945.6415977329016 │ -512.2457444667816 │ 821.6060269623995 │ 977.8101835399866 │ -27658869.6529957 │
└───────────────────┴────────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │   0.402 │    1 │        0.402 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.208 │      │              │
│    Median │   0.208 │      │              │
│     Total │   0.416 │      │              │
│       Max │   0.402 │      │              │
│       Min │   0.014 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.221 │    1 │        0.221 │
│       2 │   0.082 │    1 │        0.082 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.151 │      │              │
│  Median │   0.151 │      │              │
│   Total │   0.303 │      │              │
│     Max │   0.221 │      │              │
│     Min │   0.082 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-03 11:43:28 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): SOBOL, Started OmniOpt2 run...
2025-11-03 11:43:28 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): SOBOL, getting new HP set (no sbatch)
2025-11-03 11:43:28 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-03 11:43:28 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): SOBOL, eval #1/1 start                    
2025-11-03 11:43:28 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): SOBOL, starting new job                   
2025-11-03 11:43:28 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): SOBOL, started new job                    
2025-11-03 11:43:37 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): SOBOL, new result: RESULT: -16213362.508561
2025-11-03 11:43:39 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): SOBOL, best RESULT: -16213362.5085609, finishing jobs, finished 1 job
2025-11-03 11:43:40 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): BOTORCH_MODULAR, best RESULT: -16213362.5085609, getting new HP set (no sbatch)
2025-11-03 11:43:40 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): BOTORCH_MODULAR, best RESULT: -16213362.5085609, requested 1 jobs, got 1, 0.40 s/job
2025-11-03 11:43:40 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): BOTORCH_MODULAR, best RESULT: -16213362.5085609, eval #1/1 start                    
2025-11-03 11:43:40 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): BOTORCH_MODULAR, best RESULT: -16213362.5085609, starting new job                   
2025-11-03 11:43:40 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): BOTORCH_MODULAR, best RESULT: -16213362.5085609, started new job                    
2025-11-03 11:43:49 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): BOTORCH_MODULAR, best RESULT: -16213362.5085609, new result: RESULT: -27658869.652996
2025-11-03 11:43:50 (63c86b2b-08b1-40cc-8228-17b69f6d5eb1): BOTORCH_MODULAR, best RESULT: -27658869.6529957, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.221 │    1 │        0.221 │
│       2 │   0.082 │    1 │        0.082 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.151 │      │              │
│  Median │   0.151 │      │              │
│   Total │   0.303 │      │              │
│     Max │   0.221 │      │              │
│     Min │   0.082 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.014 │    1 │        0.014 │
│         2 │   0.402 │    1 │        0.402 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.208 │      │              │
│    Median │   0.208 │      │              │
│     Total │   0.416 │      │              │
│       Max │   0.402 │      │              │
│       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
1762170205,775.90625,27.1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-27658869.653	-16213362.5086	-21936116.0808	5722753.5722	2
x	-771.1963	945.6416	87.2227	858.4189	2
y	-512.2457	317.9259	-97.1599	415.0858	2
z	-890.0119	821.606	-34.203	855.809	2
a	-341.033	977.8102	318.3886	659.4216	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 (2025-11-03 11:43:29,229) - Starting with JobEnvironment(job_id=140371, hostname=runnervmf2e7y, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-03 11:43:29,229) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/140371/140371_submitted.pkl
Trial-Index: 0

Parameters: {"x": -771.1962759494781, "y": 317.92593002319336, "z": -890.0119289755821, "a": -341.03304147720337}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-771.19627594947814941406 --y=317.925930023193359375 --z=-890.01192897558212280273 --a=-341.03304147720336914062 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1762167682.072406
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762170210.8338494
Last modification: 1762167682.072406
Hostname: runnervmf2e7y
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-771.19627594947814941406 --y=317.925930023193359375 --z=-890.01192897558212280273 --a=-341.03304147720336914062 
stdout:
 x: -771.19627594947814941406
y: 317.925930023193359375
z: -890.01192897558212280273
a: -341.03304147720336914062
RESULT: -16213362.5085609

stderr was empty
Result: {'RESULT': -16213362.5085609}
Final-results: {'RESULT': -16213362.5085609}
EXIT_CODE: 0
submitit INFO (2025-11-03 11:43:36,850) - Job completed successfully
submitit INFO (2025-11-03 11:43:36,850) - Exiting after successful completion