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	choice_param	RESULT
-41	-1	-99.52728939242661	2	-41	-99.52728939242661	-1	2	-131146.862277281

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

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 13:44:15 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): BOTORCH_MODULAR, best RESULT: -131146.862277281, finishing jobs, finished 1 job

Git-Version

Commit: 359c0bec91c129ab01eb6a0644e046b6ae817f02 (9122-2-g359c0bec9)

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,choice_param
0,1764251031,2,b197fa4d-7745-4123-a04a-8d7fbcd8598a,1764251033,1764251039,6,./.tests/optimization_example --int_param='-41' --float_param='-99.52728939242660999298' --choice_param='2'  --int_param_two='-1' --nr_results=1,0,,runnervmg1sw1,-41,-1,-99.52728939242660999298095703125,2,0_0,COMPLETED,SOBOL,-131146.862277281004935503005981445312,-41,-99.52728939242660999298095703125,-1,2
1,1764251043,2,b197fa4d-7745-4123-a04a-8d7fbcd8598a,1764251045,1764251051,6,./.tests/optimization_example --int_param='0' --float_param='-14.18732922604737289873' --choice_param='8'  --int_param_two='-85' --nr_results=1,0,,runnervmg1sw1,0,-85,-14.187329226047371122376716812141,8,1_0,COMPLETED,BOTORCH_MODULAR,-84374.456028287298977375030517578125,0,-14.187329226047372898733556212392,-85,8


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

Current git-hash: 359c0bec91c129ab01eb6a0644e046b6ae817f02 (last fully tested stable version 2 commits ago [295a941be2849d56cd13184aa0de9ffc12b8e21e, 9122])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-27 13:43:44] 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: 4be29ed1-0829-4c2b-9b90-c444c74c949a
  _________________________________________________
 /                                                 \
| OmniOpt2 - Dialing in hyperparameters like a clas |
| sic noir detective.                               |
 \                                                 /
  =================================================
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                                                                                 ___-------___
                                                                             _-~~             ~~-_
                                                                          _-~                    /~-_
                                                        /^\__/^\         /~  \                   /    \
                                                      /|  O|| O|        /      \_______________/        \
                                                     | |___||__|      /       /                \          \
                                                     |          \    /      /                    \          \
                                                     |   (_______) /______/                        \_________ \
                                                     |         / /         \                      /            \
                                                      \         \^\\         \                  /               \     /
                                                        \         ||           \______________/      _-_       //\__//
                                                          \       ||------_-~~-_ ------------- \ --/~   ~\    || __/
                                                            ~-----||====/~     |==================|       |/~~~~~
                                                             (_(__/  ./     /                    \_\      \.
                                                                    (_(___/                         \_____)_)
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=adding_old_jobs_to_new_jobs --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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 --follow --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=adding_old_jobs_to_new_jobs&run_nr=428 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         │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
        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 ┃ choice_param ┃ RESULT            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -41               │ -1                    │ -99.52728939242661  │ 2                    │ -41       │ -99.52728939242661 │ -1            │ 2            │ -131146.862277281 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-27 13:43:51 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): SOBOL, Started OmniOpt2 run...
2025-11-27 13:43:51 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): SOBOL, getting new HP set (no sbatch)
2025-11-27 13:43:51 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2025-11-27 13:43:51 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): SOBOL, eval #1/1 start                    
2025-11-27 13:43:51 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): SOBOL, starting new job                   
2025-11-27 13:43:51 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): SOBOL, started new job                    
2025-11-27 13:44:00 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): SOBOL, new result: RESULT: -131146.862277 
2025-11-27 13:44:03 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): SOBOL, best RESULT: -131146.862277281, finishing jobs, finished 1 job
2025-11-27 13:44:03 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): BOTORCH_MODULAR, best RESULT: -131146.862277281, getting new HP set (no sbatch)
2025-11-27 13:44:03 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): BOTORCH_MODULAR, best RESULT: -131146.862277281, requested 1 jobs, got 1, 0.39 s/job
2025-11-27 13:44:03 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): BOTORCH_MODULAR, best RESULT: -131146.862277281, eval #1/1 start                    
2025-11-27 13:44:03 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): BOTORCH_MODULAR, best RESULT: -131146.862277281, starting new job                   
2025-11-27 13:44:03 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): BOTORCH_MODULAR, best RESULT: -131146.862277281, started new job                    
2025-11-27 13:44:12 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): BOTORCH_MODULAR, best RESULT: -131146.862277281, new result: RESULT: -84374.456028  
2025-11-27 13:44:15 (b197fa4d-7745-4123-a04a-8d7fbcd8598a): BOTORCH_MODULAR, best RESULT: -131146.862277281, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.224 │    1 │        0.224 │
│       2 │   0.085 │    1 │        0.085 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.154 │      │              │
│  Median │   0.154 │      │              │
│   Total │   0.309 │      │              │
│     Max │   0.224 │      │              │
│     Min │   0.085 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.044 │    1 │        0.044 │
│         2 │   0.393 │    1 │        0.393 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.218 │      │              │
│    Median │   0.218 │      │              │
│     Total │   0.437 │      │              │
│       Max │   0.393 │      │              │
│       Min │   0.044 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2lj…
experiment_name	adding_old_jobs_to_new_jobs
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']]
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	False
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	False
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
1764251026,782.390625,27

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-41	0	-20.5	20.5	2
OO_Info_int_param_two	-85	-1	-43	42	2
OO_Info_float_param	-99.5273	-14.1873	-56.8573	42.67	2
OO_Info_choice_param	2	8	5	3	2
RESULT	-131146.8623	-84374.456	-107760.6592	23386.2031	2
int_param	-41	0	-20.5	20.5	2
float_param	-99.5273	-14.1873	-56.8573	42.67	2
int_param_two	-85	-1	-43	42	2
choice_param	2	8	5	3	2

/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/submitit/core/plugins.py:24: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  import pkg_resources
submitit INFO (2025-11-27 13:43:51,753) - Starting with JobEnvironment(job_id=99368, hostname=runnervmg1sw1, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-27 13:43:51,753) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/1/single_runs/99368/99368_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -41, "float_param": -99.52728939242661, "int_param_two": -1, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-41' --float_param='-99.52728939242660999298' --choice_param='2'  --int_param_two='-1' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1764250366.3408113
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1764250700.9295845
Last modification: 1764250366.3408113
Hostname: runnervmg1sw1
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-41' --float_param='-99.52728939242660999298' --choice_param='2'  --int_param_two='-1' --nr_results=1
stdout:
 OO-Info: int_param: -41
OO-Info: int_param_two: -1
OO-Info: float_param: -99.52728939242660999298
OO-Info: choice_param: 2
RESULT: -131146.862277281

stderr was empty
Result: {'RESULT': -131146.862277281}
Final-results: {'RESULT': -131146.862277281}
EXIT_CODE: 0
submitit INFO (2025-11-27 13:43:59,183) - Job completed successfully
submitit INFO (2025-11-27 13:43:59,183) - Exiting after successful completion