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
-628.0635166913271	959.1135438531637	-611.2692151218653	993.1395258754492	-26695620.3685256

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

2025-11-27 11:55:57 (17c50abb-276a-4191-8a12-7de2c03e9187): BOTORCH_MODULAR, best RESULT: -26695620.3685256, finishing jobs, finished 1 job

Git-Version

Commit: 295a941be2849d56cd13184aa0de9ffc12b8e21e (9107-15-g295a941be)

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
0,1764244534,2,17c50abb-276a-4191-8a12-7de2c03e9187,1764244536,1764244542,6,.tests/optimization_example_all_float  --x=118.40403079986572265625 --y=-823.40981066226959228516 --z=625.6301403045654296875 --a=-990.98463729023933410645,0,,runnervmfxdz0,0_0,COMPLETED,SOBOL,-20743256.8256583996117115020751953125,118.40403079986572265625,-823.40981066226959228515625,625.6301403045654296875,-990.9846372902393341064453125
1,1764244546,2,17c50abb-276a-4191-8a12-7de2c03e9187,1764244548,1764244554,6,.tests/optimization_example_all_float  --x=-628.06351669132709503174 --y=959.11354385316371917725 --z=-611.26921512186527252197 --a=993.13952587544918060303,0,,runnervmfxdz0,1_0,COMPLETED,BOTORCH_MODULAR,-26695620.3685255981981754302978515625,-628.06351669132709503173828125,959.11354385316371917724609375,-611.26921512186527252197265625,993.13952587544918060302734375


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

Current git-hash: 295a941be2849d56cd13184aa0de9ffc12b8e21e (last fully tested stable version 15 commits ago [dabdf652ed0b620f311c987c39e89051be9e8c31, 9107])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-27 11:55:29] 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: 261cdbfc-632f-46bd-917b-e8698867b28f
  _________________________________________________
 /                                                 \
| OmniOpt2 - Optimizing like it's the Matrix, but I |
|  am the One.                                      |
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  =================================================
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                                                                     _-       /--______
                                                                __--( /     \ )XXXXXXXXXXX\v.
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                                                           /XXXXX(              )--_  XXXXXXXXXXX\
                                                          /XXXXX/ (      O     )   XXXXXX   \XXXXX\
                                                          XXXXX/   /            XXXXXX   \__ \XXXXX
                                                          XXXXXX__/          XXXXXX         \__---->
                                                  ---___  XXX__/          XXXXXX      \__         /
                                                    \-  --__/   ___/\  XXXXXX            /  ___--/=
                                                     \-\    ___/    XXXXXX              '--- XXXXXX
                                                        \-\/XXX\ XXXXXX                      /XXXXX
                                                          \XXXXXXXXX   \                    /XXXXX/
                                                           \XXXXXX      >                 _/XXXXX/
                                                             \XXXXX--__/              __-- XXXX/
                                                              -XXXXXXXX---------------  XXXXXX-
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                                                                   ""VXXXXXXXXXXXXXXXXXXV""
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=256 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            ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -628.0635166913271 │ 959.1135438531637 │ -611.2692151218653 │ 993.1395258754492 │ -26695620.3685256 │
└────────────────────┴───────────────────┴────────────────────┴───────────────────┴───────────────────┘
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 │   0.024 │    1 │        0.024 │
│         2 │   0.444 │    1 │        0.444 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.234 │      │              │
│    Median │   0.234 │      │              │
│     Total │   0.468 │      │              │
│       Max │   0.444 │      │              │
│       Min │   0.024 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.109 │    1 │        0.109 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.089 │      │              │
│  Median │   0.089 │      │              │
│   Total │   0.178 │      │              │
│     Max │   0.109 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-27 11:55:34 (17c50abb-276a-4191-8a12-7de2c03e9187): SOBOL, Started OmniOpt2 run...
2025-11-27 11:55:34 (17c50abb-276a-4191-8a12-7de2c03e9187): SOBOL, getting new HP set (no sbatch)
2025-11-27 11:55:34 (17c50abb-276a-4191-8a12-7de2c03e9187): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-11-27 11:55:34 (17c50abb-276a-4191-8a12-7de2c03e9187): SOBOL, eval #1/1 start                    
2025-11-27 11:55:34 (17c50abb-276a-4191-8a12-7de2c03e9187): SOBOL, starting new job                   
2025-11-27 11:55:34 (17c50abb-276a-4191-8a12-7de2c03e9187): SOBOL, started new job                    
2025-11-27 11:55:43 (17c50abb-276a-4191-8a12-7de2c03e9187): SOBOL, new result: RESULT: -20743256.825658
2025-11-27 11:55:45 (17c50abb-276a-4191-8a12-7de2c03e9187): SOBOL, best RESULT: -20743256.8256584, finishing jobs, finished 1 job
2025-11-27 11:55:46 (17c50abb-276a-4191-8a12-7de2c03e9187): BOTORCH_MODULAR, best RESULT: -20743256.8256584, getting new HP set (no sbatch)
2025-11-27 11:55:46 (17c50abb-276a-4191-8a12-7de2c03e9187): BOTORCH_MODULAR, best RESULT: -20743256.8256584, requested 1 jobs, got 1, 0.44 s/job
2025-11-27 11:55:46 (17c50abb-276a-4191-8a12-7de2c03e9187): BOTORCH_MODULAR, best RESULT: -20743256.8256584, eval #1/1 start                    
2025-11-27 11:55:46 (17c50abb-276a-4191-8a12-7de2c03e9187): BOTORCH_MODULAR, best RESULT: -20743256.8256584, starting new job                   
2025-11-27 11:55:46 (17c50abb-276a-4191-8a12-7de2c03e9187): BOTORCH_MODULAR, best RESULT: -20743256.8256584, started new job                    
2025-11-27 11:55:55 (17c50abb-276a-4191-8a12-7de2c03e9187): BOTORCH_MODULAR, best RESULT: -20743256.8256584, new result: RESULT: -26695620.368526
2025-11-27 11:55:57 (17c50abb-276a-4191-8a12-7de2c03e9187): BOTORCH_MODULAR, best RESULT: -26695620.3685256, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.109 │    1 │        0.109 │
│       2 │   0.069 │    1 │        0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.089 │      │              │
│  Median │   0.089 │      │              │
│   Total │   0.178 │      │              │
│     Max │   0.109 │      │              │
│     Min │   0.069 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.024 │    1 │        0.024 │
│         2 │   0.444 │    1 │        0.444 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.234 │      │              │
│    Median │   0.234 │      │              │
│     Total │   0.468 │      │              │
│       Max │   0.444 │      │              │
│       Min │   0.024 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1764244529,756.484375,28.7

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-26695620.3685	-20743256.8257	-23719438.5971	2976181.7714	2
x	-628.0635	118.404	-254.8297	373.2338	2
y	-823.4098	959.1135	67.8519	891.2617	2
z	-611.2692	625.6301	7.1805	618.4497	2
a	-990.9846	993.1395	1.0774	992.0621	2

submitit INFO (2025-11-27 11:55:34,548) - Starting with JobEnvironment(job_id=146189, hostname=runnervmfxdz0, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-27 11:55:34,548) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/146189/146189_submitted.pkl
Trial-Index: 0

Parameters: {"x": 118.40403079986572, "y": -823.4098106622696, "z": 625.6301403045654, "a": -990.9846372902393}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=118.40403079986572265625 --y=-823.40981066226959228516 --z=625.6301403045654296875 --a=-990.98463729023933410645 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1764242476.9412608
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1764244536.0736184
Last modification: 1764242476.9412608
Hostname: runnervmfxdz0
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=118.40403079986572265625 --y=-823.40981066226959228516 --z=625.6301403045654296875 --a=-990.98463729023933410645 
stdout:
 x: 118.40403079986572265625
y: -823.40981066226959228516
z: 625.6301403045654296875
a: -990.98463729023933410645
RESULT: -20743256.8256584

stderr was empty
Result: {'RESULT': -20743256.8256584}
Final-results: {'RESULT': -20743256.8256584}
EXIT_CODE: 0
submitit INFO (2025-11-27 11:55:42,096) - Job completed successfully
submitit INFO (2025-11-27 11:55:42,096) - Exiting after successful completion