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
-584.207396954298	915.163479745388	-821.2303537875414	-999.1526287049055	-28665866.0094127

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

2025-11-20 13:24:19 (b3a606a7-7da1-4598-9258-9d753cef19b6): BOTORCH_MODULAR, best RESULT: -28665866.0094127, finishing jobs, finished 1 job

Git-Version

Commit: 446fae876e6429c6c99bfdda59df72d5e612ee2a (9083-6-g446fae876)

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
0,1763645033,2,b3a606a7-7da1-4598-9258-9d753cef19b6,1763645035,1763645041,6,.tests/optimization_example_all_float  --x=85.06000041961669921875 --y=-134.85831022262573242188 --z=370.82397937774658203125 --a=179.24034595489501953125,0,,runnervmfxdz0,0_0,COMPLETED,SOBOL,-1902062.052502759965136647224426269531,85.06000041961669921875,-134.858310222625732421875,370.82397937774658203125,179.24034595489501953125
1,1763645046,2,b3a606a7-7da1-4598-9258-9d753cef19b6,1763645048,1763645054,6,.tests/optimization_example_all_float  --x=-584.20739695429801940918 --y=915.16347974538803100586 --z=-821.23035378754138946533 --a=-999.15262870490550994873,0,,runnervmfxdz0,1_0,COMPLETED,BOTORCH_MODULAR,-28665866.009412698447704315185546875,-584.2073969542980194091796875,915.163479745388031005859375,-821.23035378754138946533203125,-999.15262870490550994873046875

This call should have shown the CURL, but didnt. Stderr: , stdout: Error trying to create directory ./shares//runner/example_all_float/218. Error:

ErrorException: mkdir(): File exists in /var/oo_gui/OmniOpt/.gui/share_functions.php:2060
Stack trace:
#0 [internal function]: {closure}()
#1 /var/oo_gui/OmniOpt/.gui/share_functions.php(2060): mkdir()
#2 /var/oo_gui/OmniOpt/.gui/share_functions.php(2126): create_new_folder()
#3 /var/oo_gui/OmniOpt/.gui/share_internal.php(129): get_user_folder()
#4 {main}


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

Current git-hash: 446fae876e6429c6c99bfdda59df72d5e612ee2a (last fully tested stable version 6 commits ago [91fbcf2592bafca205c776a3bb503b30557d1f5d, 9083])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 13:23:34] 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: 3b5f1487-fb88-42a3-ad9e-2fbb925dfe21
  _________________________________________________
 /                                                 \
| OmniOpt2 - Walking the fine line between overfit  |
| and underfit like a tightrope artist.             |
 \                                                 /
  =================================================
                                                 \
                                                  \
                                                    ^__^
                                                    (oo)\_______
                                                    (__)\       )\/\
                                                        ||----w |
                                                        ||     ||
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
This call should have shown the CURL, but didnt. Stderr: , stdout: Error trying to create directory ./shares//runner/example_all_float/218. Error:

ErrorException: mkdir(): File exists in /var/oo_gui/OmniOpt/.gui/share_functions.php:2060
Stack trace:
#0 [internal function]: {closure}()
#1 /var/oo_gui/OmniOpt/.gui/share_functions.php(2060): mkdir()
#2 /var/oo_gui/OmniOpt/.gui/share_functions.php(2126): create_new_folder()
#3 /var/oo_gui/OmniOpt/.gui/share_internal.php(129): get_user_folder()
#4 {main}

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            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -584.207396954298 │ 915.163479745388 │ -821.2303537875414 │ -999.1526287049055 │ -28665866.0094127 │
└───────────────────┴──────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │   0.380 │    1 │        0.380 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.195 │      │              │
│    Median │   0.195 │      │              │
│     Total │   0.389 │      │              │
│       Max │   0.380 │      │              │
│       Min │   0.009 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.107 │    1 │        0.107 │
│       2 │   0.068 │    1 │        0.068 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.087 │      │              │
│  Median │   0.087 │      │              │
│   Total │   0.175 │      │              │
│     Max │   0.107 │      │              │
│     Min │   0.068 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-11-20 13:23:53 (b3a606a7-7da1-4598-9258-9d753cef19b6): SOBOL, Started OmniOpt2 run...
2025-11-20 13:23:53 (b3a606a7-7da1-4598-9258-9d753cef19b6): SOBOL, getting new HP set (no sbatch)
2025-11-20 13:23:53 (b3a606a7-7da1-4598-9258-9d753cef19b6): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-20 13:23:53 (b3a606a7-7da1-4598-9258-9d753cef19b6): SOBOL, eval #1/1 start                    
2025-11-20 13:23:53 (b3a606a7-7da1-4598-9258-9d753cef19b6): SOBOL, starting new job                   
2025-11-20 13:23:53 (b3a606a7-7da1-4598-9258-9d753cef19b6): SOBOL, started new job                    
2025-11-20 13:24:02 (b3a606a7-7da1-4598-9258-9d753cef19b6): SOBOL, new result: RESULT: -1902062.052503
2025-11-20 13:24:06 (b3a606a7-7da1-4598-9258-9d753cef19b6): SOBOL, best RESULT: -1902062.05250276, finishing jobs, finished 1 job
2025-11-20 13:24:06 (b3a606a7-7da1-4598-9258-9d753cef19b6): BOTORCH_MODULAR, best RESULT: -1902062.05250276, getting new HP set (no sbatch)
2025-11-20 13:24:06 (b3a606a7-7da1-4598-9258-9d753cef19b6): BOTORCH_MODULAR, best RESULT: -1902062.05250276, requested 1 jobs, got 1, 0.38 s/job
2025-11-20 13:24:06 (b3a606a7-7da1-4598-9258-9d753cef19b6): BOTORCH_MODULAR, best RESULT: -1902062.05250276, eval #1/1 start                    
2025-11-20 13:24:06 (b3a606a7-7da1-4598-9258-9d753cef19b6): BOTORCH_MODULAR, best RESULT: -1902062.05250276, starting new job                   
2025-11-20 13:24:06 (b3a606a7-7da1-4598-9258-9d753cef19b6): BOTORCH_MODULAR, best RESULT: -1902062.05250276, started new job                    
2025-11-20 13:24:15 (b3a606a7-7da1-4598-9258-9d753cef19b6): BOTORCH_MODULAR, best RESULT: -1902062.05250276, new result: RESULT: -28665866.009413
2025-11-20 13:24:19 (b3a606a7-7da1-4598-9258-9d753cef19b6): BOTORCH_MODULAR, best RESULT: -28665866.0094127, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.107 │    1 │        0.107 │
│       2 │   0.068 │    1 │        0.068 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.087 │      │              │
│  Median │   0.087 │      │              │
│   Total │   0.175 │      │              │
│     Max │   0.107 │      │              │
│     Min │   0.068 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.009 │    1 │        0.009 │
│         2 │   0.380 │    1 │        0.380 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.195 │      │              │
│    Median │   0.195 │      │              │
│     Total │   0.389 │      │              │
│       Max │   0.380 │      │              │
│       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
1763645015,749.8671875,28.6

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	-28665866.0094	-1902062.0525	-15283964.031	13381901.9785	2
x	-584.2074	85.06	-249.5737	334.6337	2
y	-134.8583	915.1635	390.1526	525.0109	2
z	-821.2304	370.824	-225.2032	596.0272	2
a	-999.1526	179.2403	-409.9561	589.1965	2

submitit INFO (2025-11-20 13:23:54,169) - Starting with JobEnvironment(job_id=143253, hostname=runnervmfxdz0, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-20 13:23:54,169) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/143253/143253_submitted.pkl
Trial-Index: 0

Parameters: {"x": 85.0600004196167, "y": -134.85831022262573, "z": 370.8239793777466, "a": 179.24034595489502}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float  --x=85.06000041961669921875 --y=-134.85831022262573242188 --z=370.82397937774658203125 --a=179.24034595489501953125 
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float
UID: 1001
GID: 1001
Status-Change-Time: 1763642841.7677054
Size: 4140 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1763645035.736445
Last modification: 1763642841.7677054
Hostname: runnervmfxdz0
========
DEBUG INFOS END

.tests/optimization_example_all_float  --x=85.06000041961669921875 --y=-134.85831022262573242188 --z=370.82397937774658203125 --a=179.24034595489501953125 
stdout:
 x: 85.06000041961669921875
y: -134.85831022262573242188
z: 370.82397937774658203125
a: 179.24034595489501953125
RESULT: -1902062.05250276

stderr was empty
Result: {'RESULT': -1902062.05250276}
Final-results: {'RESULT': -1902062.05250276}
EXIT_CODE: 0
submitit INFO (2025-11-20 13:24:01,758) - Job completed successfully
submitit INFO (2025-11-20 13:24:01,758) - Exiting after successful completion