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
950.8380144834518	-851.0170076042414	968.6690084636211	-562.3135939240456	-28761792.2602145

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 10:04:42 (30192337-c8b7-4db8-9695-699b4dabf81f): BOTORCH_MODULAR, best RESULT: -28761792.2602145, finishing jobs, finished 1 job

Git-Version

Commit: fb142b3294cbe967c7083601713d49b549cc9f7b (9031-2-gfb142b329)

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
0,1762164260,2,30192337-c8b7-4db8-9695-699b4dabf81f,1762164262,1762164268,6,.tests/optimization_example_all_float  --x=-839.5116329193115234375 --y=521.90387248992919921875 --z=-893.80701631307601928711 --a=544.03018951416015625,0,,runnervmxu1zt,0_0,COMPLETED,SOBOL,-20801346.72425960004329681396484375,-839.5116329193115234375,521.90387248992919921875,-893.807016313076019287109375,544.03018951416015625
1,1762164271,2,30192337-c8b7-4db8-9695-699b4dabf81f,1762164273,1762164279,6,.tests/optimization_example_all_float  --x=950.83801448345184326172 --y=-851.01700760424137115479 --z=968.66900846362113952637 --a=-562.31359392404556274414,0,,runnervmxu1zt,1_0,COMPLETED,BOTORCH_MODULAR,-28761792.260214500129222869873046875,950.83801448345184326171875,-851.01700760424137115478515625,968.6690084636211395263671875,-562.313593924045562744140625


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

Current git-hash: fb142b3294cbe967c7083601713d49b549cc9f7b (last fully tested stable version 2 commits ago [b181faa7a051aea7b3548dcba21f2e14238838be, 9031])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 10:04:18] 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: 2a61b9fa-0aee-4b7e-b0f6-70a26641c2b2
  _________________________________________________
 /                                                 \
| OmniOpt2 - Like a neural synapse becoming self-aw |
| are.                                              |
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  =================================================
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                                                                             _-~~             ~~-_
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                                                        /^\__/^\         /~  \                   /    \
                                                      /|  O|| O|        /      \_______________/        \
                                                     | |___||__|      /       /                \          \
                                                     |          \    /      /                    \          \
                                                     |   (_______) /______/                        \_________ \
                                                     |         / /         \                      /            \
                                                      \         \^\\         \                  /               \     /
                                                        \         ||           \______________/      _-_       //\__//
                                                          \       ||------_-~~-_ ------------- \ --/~   ~\    || __/
                                                            ~-----||====/~     |==================|       |/~~~~~
                                                             (_(__/  ./     /                    \_\      \.
                                                                    (_(___/                         \_____)_)
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=5 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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 950.8380144834518 │ -851.0170076042414 │ 968.6690084636211 │ -562.3135939240456 │ -28761792.2602145 │
└───────────────────┴────────────────────┴───────────────────┴────────────────────┴───────────────────┘
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 │   0.010 │    1 │        0.010 │
│         2 │   0.307 │    1 │        0.307 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.159 │      │              │
│    Median │   0.159 │      │              │
│     Total │   0.317 │      │              │
│       Max │   0.307 │      │              │
│       Min │   0.010 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.086 │    1 │        0.086 │
│       2 │   0.061 │    1 │        0.061 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.074 │      │              │
│  Median │   0.074 │      │              │
│   Total │   0.148 │      │              │
│     Max │   0.086 │      │              │
│     Min │   0.061 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-03 10:04:20 (30192337-c8b7-4db8-9695-699b4dabf81f): SOBOL, Started OmniOpt2 run...
2025-11-03 10:04:20 (30192337-c8b7-4db8-9695-699b4dabf81f): SOBOL, getting new HP set (no sbatch)
2025-11-03 10:04:20 (30192337-c8b7-4db8-9695-699b4dabf81f): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-03 10:04:20 (30192337-c8b7-4db8-9695-699b4dabf81f): SOBOL, eval #1/1 start                    
2025-11-03 10:04:20 (30192337-c8b7-4db8-9695-699b4dabf81f): SOBOL, starting new job                   
2025-11-03 10:04:21 (30192337-c8b7-4db8-9695-699b4dabf81f): SOBOL, started new job                    
2025-11-03 10:04:30 (30192337-c8b7-4db8-9695-699b4dabf81f): SOBOL, new result: RESULT: -20801346.724260
2025-11-03 10:04:31 (30192337-c8b7-4db8-9695-699b4dabf81f): SOBOL, best RESULT: -20801346.7242596, finishing jobs, finished 1 job
2025-11-03 10:04:31 (30192337-c8b7-4db8-9695-699b4dabf81f): BOTORCH_MODULAR, best RESULT: -20801346.7242596, getting new HP set (no sbatch)
2025-11-03 10:04:31 (30192337-c8b7-4db8-9695-699b4dabf81f): BOTORCH_MODULAR, best RESULT: -20801346.7242596, requested 1 jobs, got 1, 0.31 s/job
2025-11-03 10:04:31 (30192337-c8b7-4db8-9695-699b4dabf81f): BOTORCH_MODULAR, best RESULT: -20801346.7242596, eval #1/1 start                    
2025-11-03 10:04:31 (30192337-c8b7-4db8-9695-699b4dabf81f): BOTORCH_MODULAR, best RESULT: -20801346.7242596, starting new job                   
2025-11-03 10:04:31 (30192337-c8b7-4db8-9695-699b4dabf81f): BOTORCH_MODULAR, best RESULT: -20801346.7242596, started new job                    
2025-11-03 10:04:40 (30192337-c8b7-4db8-9695-699b4dabf81f): BOTORCH_MODULAR, best RESULT: -20801346.7242596, new result: RESULT: -28761792.260215
2025-11-03 10:04:42 (30192337-c8b7-4db8-9695-699b4dabf81f): BOTORCH_MODULAR, best RESULT: -28761792.2602145, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.086 │    1 │        0.086 │
│       2 │   0.061 │    1 │        0.061 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.074 │      │              │
│  Median │   0.074 │      │              │
│   Total │   0.148 │      │              │
│     Max │   0.086 │      │              │
│     Min │   0.061 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.010 │    1 │        0.010 │
│         2 │   0.307 │    1 │        0.307 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.159 │      │              │
│    Median │   0.159 │      │              │
│     Total │   0.317 │      │              │
│       Max │   0.307 │      │              │
│       Min │   0.010 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1762164258,749.59765625,28.6

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-28761792.2602	-20801346.7243	-24781569.4922	3980222.768	2
x	-839.5116	950.838	55.6632	895.1748	2
y	-851.017	521.9039	-164.5566	686.4604	2
z	-893.807	968.669	37.431	931.238	2
a	-562.3136	544.0302	-9.1417	553.1719	2

submitit INFO (2025-11-03 10:04:21,304) - Starting with JobEnvironment(job_id=143175, hostname=runnervmxu1zt, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-03 10:04:21,304) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/143175/143175_submitted.pkl
Trial-Index: 0

Parameters: {"x": -839.5116329193115, "y": 521.9038724899292, "z": -893.807016313076, "a": 544.0301895141602}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=-839.5116329193115234375 --y=521.90387248992919921875 --z=-893.80701631307601928711 --a=544.03018951416015625 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1762161854.5897875
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762164262.7076068
Last modification: 1762161854.5897875
Hostname: runnervmxu1zt
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=-839.5116329193115234375 --y=521.90387248992919921875 --z=-893.80701631307601928711 --a=544.03018951416015625 
stdout:
 x: -839.5116329193115234375
y: 521.90387248992919921875
z: -893.80701631307601928711
a: 544.03018951416015625
RESULT: -20801346.7242596

stderr was empty
Result: {'RESULT': -20801346.7242596}
Final-results: {'RESULT': -20801346.7242596}
EXIT_CODE: 0
submitit INFO (2025-11-03 10:04:28,727) - Job completed successfully
submitit INFO (2025-11-03 10:04:28,727) - Exiting after successful completion