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)

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	int_param	float_param	int_param_two	fail_or_not	choice_param	RESULT
-98	-74	-34.410076826585815	1	-98	-34.410076826585815	-74	0	1	-183783.661554774

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	1	1

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	range	-100	10		int	No
float_param	range	-100	10		float	No
choice_param	choice			1, 2, 4, 8, 16, hallo
int_param_two	range	-100	10		int	No
fail_or_not	choice			0, 1

Number of evaluations

Failed	Succeeded	Running	Total
0	2	0	2

Result names and types

name	min/max
RESULT	min

Last progressbar status

2025-12-28 15:06:18 (5db4805f-3295-4aa6-a33f-0717840d4ccc): BOTORCH_MODULAR, best RESULT: -183783.661554774, finishing jobs, finished 1 job

Git-Version

Commit: 0883c8507733c008c2c87295564d8f77117d8562 (9176-10-g0883c8507)

trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,arm_name,trial_status,generation_node,RESULT,int_param,float_param,int_param_two,fail_or_not,choice_param
0,1766934356,2,5db4805f-3295-4aa6-a33f-0717840d4ccc,1766934358,1766934364,6,./.tests/optimization_example  --int_param='-37' --float_param='-70.50377517938613891602' --choice_param='2' --int_param_two='-20' --nr_results=1,0,,runnervmh13bl,-37,-20,-70.503775179386138916015625,2,0_0,COMPLETED,SOBOL,-81052.320663392893038690090179443359,-37,-70.503775179386138916015625,-20,1,2
1,1766934367,2,5db4805f-3295-4aa6-a33f-0717840d4ccc,1766934369,1766934375,6,./.tests/optimization_example  --int_param='-98' --float_param='-34.410076826585815013' --choice_param='1' --int_param_two='-74' --nr_results=1,0,,runnervmh13bl,-98,-74,-34.410076826585815013004321372136,1,1_0,COMPLETED,BOTORCH_MODULAR,-183783.66155477400752715766429901123,-98,-34.410076826585815013004321372136,-74,0,1


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

Current git-hash: 0883c8507733c008c2c87295564d8f77117d8562 (last fully tested stable version 10 commits ago [615815d7faceb30fd81f992ecff2c39b1a8872ef, 9176])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 15:05:52] 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: 36915f4c-5b8d-4f24-adc7-eb69936706ff
  _________________________________________________
 /                                                 \
| OmniOpt2 - Inception-level optimization: going de |
| eper with every layer.                            |
 \                                                 /
  =================================================
                                                       \
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                                                                             .       .
                                                                            / `.   .' \
                                                                    .---.  <    > <    >  .---.
                                                                    |    \  \ - ~ ~ - /  /    |
                                                        _____        ~-..-~             ~-..-~
                                                       |     |   \~~~\.'                    `./~~~/
                                                      ---------   \__/                        \__/
                                                     .'  O    \     /               /       \  "
                                                    (_____,    `._.'               |         }  \/~~~/
                                                     `----.          /       }     |        /    \__/
                                                           `-.      |       /      |       /      `. ,~~|
                                                               ~-.__|      /_ - ~ ^|      /- _      `..-'   f:  f:
                                                                    |     /        |     /     ~-.     `-. _|| _||_
                                                                    |_____|        |_____|         ~ - . _ _ _ _ __>
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --parameter fail_or_not choice 0,1 --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/4
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=1798 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  --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=1
                                       Experiment parameters                                       
┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name          ┃ Type   ┃ Lower bound ┃ Upper bound ┃ Values                ┃ Type  ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param     │ range  │ -100        │ 10          │                       │ int   │ No         │
│ float_param   │ range  │ -100        │ 10          │                       │ float │ No         │
│ choice_param  │ choice │             │             │ 1, 2, 4, 8, 16, hallo │       │            │
│ int_param_two │ range  │ -100        │ 10          │                       │ int   │ No         │
│ fail_or_not   │ choice │             │             │ 0, 1                  │       │            │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
        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)                                                                                 
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param         ┃ int_param_two ┃ fail_or_not ┃ choice_param ┃ RESULT            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -98               │ -74                   │ -34.410076826585815 │ 1                    │ -98       │ -34.410076826585815 │ -74           │ 0           │ 1            │ -183783.661554774 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴─────────────┴──────────────┴───────────────────┘
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 │   0.045 │    1 │        0.045 │
│         2 │   0.532 │    1 │        0.532 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.289 │      │              │
│    Median │   0.289 │      │              │
│     Total │   0.578 │      │              │
│       Max │   0.532 │      │              │
│       Min │   0.045 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.231 │    1 │        0.231 │
│       2 │   0.091 │    1 │        0.091 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.161 │      │              │
│  Median │   0.161 │      │              │
│   Total │   0.321 │      │              │
│     Max │   0.231 │      │              │
│     Min │   0.091 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-28 15:05:56 (5db4805f-3295-4aa6-a33f-0717840d4ccc): SOBOL, Started OmniOpt2 run...
2025-12-28 15:05:56 (5db4805f-3295-4aa6-a33f-0717840d4ccc): SOBOL, getting new HP set (no sbatch)
2025-12-28 15:05:56 (5db4805f-3295-4aa6-a33f-0717840d4ccc): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2025-12-28 15:05:56 (5db4805f-3295-4aa6-a33f-0717840d4ccc): SOBOL, eval #1/1 start                    
2025-12-28 15:05:56 (5db4805f-3295-4aa6-a33f-0717840d4ccc): SOBOL, starting new job                   
2025-12-28 15:05:56 (5db4805f-3295-4aa6-a33f-0717840d4ccc): SOBOL, started new job                    
2025-12-28 15:06:05 (5db4805f-3295-4aa6-a33f-0717840d4ccc): SOBOL, new result: RESULT: -81052.320663  
2025-12-28 15:06:07 (5db4805f-3295-4aa6-a33f-0717840d4ccc): SOBOL, best RESULT: -81052.3206633929, finishing jobs, finished 1 job
2025-12-28 15:06:07 (5db4805f-3295-4aa6-a33f-0717840d4ccc): BOTORCH_MODULAR, best RESULT: -81052.3206633929, getting new HP set (no sbatch)
2025-12-28 15:06:07 (5db4805f-3295-4aa6-a33f-0717840d4ccc): BOTORCH_MODULAR, best RESULT: -81052.3206633929, requested 1 jobs, got 1, 0.53 s/job
2025-12-28 15:06:07 (5db4805f-3295-4aa6-a33f-0717840d4ccc): BOTORCH_MODULAR, best RESULT: -81052.3206633929, eval #1/1 start                    
2025-12-28 15:06:07 (5db4805f-3295-4aa6-a33f-0717840d4ccc): BOTORCH_MODULAR, best RESULT: -81052.3206633929, starting new job                   
2025-12-28 15:06:07 (5db4805f-3295-4aa6-a33f-0717840d4ccc): BOTORCH_MODULAR, best RESULT: -81052.3206633929, started new job                    
2025-12-28 15:06:16 (5db4805f-3295-4aa6-a33f-0717840d4ccc): BOTORCH_MODULAR, best RESULT: -81052.3206633929, new result: RESULT: -183783.661555 
2025-12-28 15:06:18 (5db4805f-3295-4aa6-a33f-0717840d4ccc): BOTORCH_MODULAR, best RESULT: -183783.661554774, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.231 │    1 │        0.231 │
│       2 │   0.091 │    1 │        0.091 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.161 │      │              │
│  Median │   0.161 │      │              │
│   Total │   0.321 │      │              │
│     Max │   0.231 │      │              │
│     Min │   0.091 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.045 │    1 │        0.045 │
│         2 │   0.532 │    1 │        0.532 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.289 │      │              │
│    Median │   0.289 │      │              │
│     Total │   0.578 │      │              │
│       Max │   0.532 │      │              │
│       Min │   0.045 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9p…
experiment_name	__main__tests__BOTORCH_MODULAR___nogridsearch
mem_gb	4
parameter	[['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', 'float'], ['choice_param', 'choice', '1,2,4,8,16,hallo'],
	['int_param_two', 'range', '-100', '10', 'int'], ['fail_or_not', 'choice', '0,1']]
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	True
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
1766934353,784,27.1

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-98	-37	-67.5	30.5	2
OO_Info_int_param_two	-74	-20	-47	27	2
OO_Info_float_param	-70.5038	-34.4101	-52.4569	18.0468	2
OO_Info_choice_param	1	2	1.5	0.5	2
RESULT	-183783.6616	-81052.3207	-132417.9911	51365.6704	2
int_param	-98	-37	-67.5	30.5	2
float_param	-70.5038	-34.4101	-52.4569	18.0468	2
int_param_two	-74	-20	-47	27	2
fail_or_not	0	1	0.5	0.5	2
choice_param	1	2	1.5	0.5	2

submitit INFO (2025-12-28 15:05:56,944) - Starting with JobEnvironment(job_id=80320, hostname=runnervmh13bl, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-28 15:05:56,944) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/4/single_runs/80320/80320_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -37, "float_param": -70.50377517938614, "int_param_two": -20, "fail_or_not": 1, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-37' --float_param='-70.50377517938613891602' --choice_param='2' --int_param_two='-20' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766933074.0619576
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766933412.4141996
Last modification: 1766933074.0619576
Hostname: runnervmh13bl
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-37' --float_param='-70.50377517938613891602' --choice_param='2' --int_param_two='-20' --nr_results=1
stdout:
 OO-Info: int_param: -37
OO-Info: int_param_two: -20
OO-Info: float_param: -70.50377517938613891602
OO-Info: choice_param: 2
RESULT: -81052.3206633929

stderr was empty
Result: {'RESULT': -81052.3206633929}
Final-results: {'RESULT': -81052.3206633929}
EXIT_CODE: 0
submitit INFO (2025-12-28 15:06:04,494) - Job completed successfully
submitit INFO (2025-12-28 15:06:04,495) - Exiting after successful completion