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
883.3201993256807	-863.9652468264103	825.4450596868992	995.8135839551687	-31813728.1101455

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 19:14:15 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): BOTORCH_MODULAR, best RESULT: -31813728.1101455, finishing jobs, finished 1 job

Git-Version

Commit: 2e5c172cbac14454096b68e170be6f9a7efa7a5a (9069-2-g2e5c172cb)

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
0,1762283632,2,3dffd2aa-65ef-4f0f-87f5-c01c3e502dee,1762283634,1762283640,6,.tests/optimization_example_all_float  --x=-946.27593457698822021484 --y=829.74183559417724609375 --z=-118.9992427825927734375 --a=-338.98097276687622070312,0,,runnervmxu1zt,0_0,COMPLETED,SOBOL,-17195614.49839650094509124755859375,-946.27593457698822021484375,829.74183559417724609375,-118.9992427825927734375,-338.980972766876220703125
1,1762283643,2,3dffd2aa-65ef-4f0f-87f5-c01c3e502dee,1762283645,1762283651,6,.tests/optimization_example_all_float  --x=883.32019932568073272705 --y=-863.9652468264102935791 --z=825.44505968689918518066 --a=995.81358395516872406006,0,,runnervmxu1zt,1_0,COMPLETED,BOTORCH_MODULAR,-31813728.110145501792430877685546875,883.32019932568073272705078125,-863.9652468264102935791015625,825.4450596868991851806640625,995.81358395516872406005859375


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

Current git-hash: 2e5c172cbac14454096b68e170be6f9a7efa7a5a (last fully tested stable version 2 commits ago [7a7a36b0d71c0f21242cd3e193c84e6375482517, 9069])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 19:13:47] 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: 64edd889-b41a-455a-8af2-b99d7f315b89
  ________________________________________
| OmniOpt2 - Dialing in the magic numbers. |
  ========================================
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                                                           .---.  <    > <    >  .---.
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                                               _____        ~-..-~             ~-..-~
                                              |     |   \~~~\.'                    `./~~~/
                                             ---------   \__/                        \__/
                                            .'  O    \     /               /       \  "
                                           (_____,    `._.'               |         }  \/~~~/
                                            `----.          /       }     |        /    \__/
                                                  `-.      |       /      |       /      `. ,~~|
                                                      ~-.__|      /_ - ~ ^|      /- _      `..-'   f:  f:
                                                           |     /        |     /     ~-.     `-. _|| _||_
                                                           |_____|        |_____|         ~ - . _ _ _ _ __>
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=160 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 883.3201993256807 │ -863.9652468264103 │ 825.4450596868992 │ 995.8135839551687 │ -31813728.1101455 │
└───────────────────┴────────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │   0.009 │    1 │        0.009 │
│         2 │   0.328 │    1 │        0.328 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.169 │      │              │
│    Median │   0.169 │      │              │
│     Total │   0.337 │      │              │
│       Max │   0.328 │      │              │
│       Min │   0.009 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.094 │    1 │        0.094 │
│       2 │   0.062 │    1 │        0.062 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.078 │      │              │
│  Median │   0.078 │      │              │
│   Total │   0.156 │      │              │
│     Max │   0.094 │      │              │
│     Min │   0.062 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-04 19:13:52 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): SOBOL, Started OmniOpt2 run...
2025-11-04 19:13:52 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): SOBOL, getting new HP set (no sbatch)
2025-11-04 19:13:52 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-04 19:13:52 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): SOBOL, eval #1/1 start                    
2025-11-04 19:13:52 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): SOBOL, starting new job                   
2025-11-04 19:13:52 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): SOBOL, started new job                    
2025-11-04 19:14:01 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): SOBOL, new result: RESULT: -17195614.498397
2025-11-04 19:14:03 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): SOBOL, best RESULT: -17195614.4983965, finishing jobs, finished 1 job
2025-11-04 19:14:03 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): BOTORCH_MODULAR, best RESULT: -17195614.4983965, getting new HP set (no sbatch)
2025-11-04 19:14:03 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): BOTORCH_MODULAR, best RESULT: -17195614.4983965, requested 1 jobs, got 1, 0.33 s/job
2025-11-04 19:14:03 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): BOTORCH_MODULAR, best RESULT: -17195614.4983965, eval #1/1 start                    
2025-11-04 19:14:03 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): BOTORCH_MODULAR, best RESULT: -17195614.4983965, starting new job                   
2025-11-04 19:14:03 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): BOTORCH_MODULAR, best RESULT: -17195614.4983965, started new job                    
2025-11-04 19:14:12 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): BOTORCH_MODULAR, best RESULT: -17195614.4983965, new result: RESULT: -31813728.110146
2025-11-04 19:14:15 (3dffd2aa-65ef-4f0f-87f5-c01c3e502dee): BOTORCH_MODULAR, best RESULT: -31813728.1101455, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.094 │    1 │        0.094 │
│       2 │   0.062 │    1 │        0.062 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.078 │      │              │
│  Median │   0.078 │      │              │
│   Total │   0.156 │      │              │
│     Max │   0.094 │      │              │
│     Min │   0.062 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.009 │    1 │        0.009 │
│         2 │   0.328 │    1 │        0.328 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.169 │      │              │
│    Median │   0.169 │      │              │
│     Total │   0.337 │      │              │
│       Max │   0.328 │      │              │
│       Min │   0.009 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762283628,749.84765625,28.9

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-31813728.1101	-17195614.4984	-24504671.3043	7309056.8059	2
x	-946.2759	883.3202	-31.4779	914.7981	2
y	-863.9652	829.7418	-17.1117	846.8535	2
z	-118.9992	825.4451	353.2229	472.2222	2
a	-338.981	995.8136	328.4163	667.3973	2

submitit INFO (2025-11-04 19:13:52,542) - Starting with JobEnvironment(job_id=165481, hostname=runnervmxu1zt, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 19:13:52,543) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/165481/165481_submitted.pkl
Trial-Index: 0

Parameters: {"x": -946.2759345769882, "y": 829.7418355941772, "z": -118.99924278259277, "a": -338.9809727668762}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-946.27593457698822021484 --y=829.74183559417724609375 --z=-118.9992427825927734375 --a=-338.98097276687622070312 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1762280633.9347901
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762282921.3186734
Last modification: 1762280633.9347901
Hostname: runnervmxu1zt
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-946.27593457698822021484 --y=829.74183559417724609375 --z=-118.9992427825927734375 --a=-338.98097276687622070312 
stdout:
 x: -946.27593457698822021484
y: 829.74183559417724609375
z: -118.9992427825927734375
a: -338.98097276687622070312
RESULT: -17195614.4983965

stderr was empty
Result: {'RESULT': -17195614.4983965}
Final-results: {'RESULT': -17195614.4983965}
EXIT_CODE: 0
submitit INFO (2025-11-04 19:14:00,089) - Job completed successfully
submitit INFO (2025-11-04 19:14:00,090) - Exiting after successful completion