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 + inserted jobs: 4)

OO_Info_int_param	OO_Info_int_param_two	OO_Info_float_param	OO_Info_choice_param	int_param	float_param	choice_param	int_param_two	RESULT
-97.0	-100.0	-84.42730068163155	1.0	-97	-84.42730068163155	1	-100	-293731.741072029

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	2	2
BOTORCH_MODULAR	4	4

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	6	0	6

Result names and types

name	min/max
RESULT	min

Last progressbar status

2026-05-01 20:39:47 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -293731.741072029, finishing jobs, finished 1 job

Git-Version

Commit: e0ce67c40fab0e66e193d54627cc03525d5ba39d (9282-3-ge0ce67c40)

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,choice_param,int_param_two
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,-67937.941334803195786662399768829346,-61,-43.32413613796234130859375,2,-3
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-170021.99305899601313285529613494873,-6,-90.926363977269701877048646565527,4,-83
2,,,,,,,,,,,,,,,2_0,COMPLETED,SOBOL,-40467.565606884003500454127788543701,-28,-42.56831467151641845703125,8,-21
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-201051.802914267987944185733795166016,-84,-59.215638994148264373507117852569,1,-85
4,1777667964,2,f4b29000-3a57-40c1-91f6-9da67c71c355,1777667966,1777667972,6,./.tests/optimization_example --int_param='-97' --float_param='-84.42730068163155010552' --choice_param='1'  --int_param_two='-100' --nr_results=1,0,,runnervmrc6n4,-97,-100,-84.427300681631550105521455407143,1,4_0,COMPLETED,BOTORCH_MODULAR,-293731.741072028991766273975372314453,-97,-84.427300681631550105521455407143,1,-100
5,1777667976,2,f4b29000-3a57-40c1-91f6-9da67c71c355,1777667978,1777667984,6,./.tests/optimization_example --int_param='-66' --float_param='-100' --choice_param='1'  --int_param_two='-100' --nr_results=1,0,,runnervmrc6n4,-66,-100,-100,1,5_0,COMPLETED,BOTORCH_MODULAR,-270317.320000000006984919309616088867,-66,-100,1,-100


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

Current git-hash: e0ce67c40fab0e66e193d54627cc03525d5ba39d (last fully tested stable version 3 commits ago [3669a7dd9138090647baf283e6316589853bd460, 9282])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-01 20:39:20] 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: 805ea6ee-7723-4d9b-a884-c9afbef0dead
  _________________________________________________
 /                                                 \
| OmniOpt2 - Like Borges' infinite library, but eve |
| ry book is a different model configuration.       |
 \                                                 /
  =================================================
                                                   \
                                                    \
                                                     \
                                                      \
                                                                                 ___-------___
                                                                             _-~~             ~~-_
                                                                          _-~                    /~-_
                                                        /^\__/^\         /~  \                   /    \
                                                      /|  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 --load_data_from_existing_jobs runs/adding_old_jobs_to_new_jobs//0 runs/adding_old_jobs_to_new_jobs//1
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/2
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=adding_old_jobs_to_new_jobs&run_nr=112 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 │
└─────────────┴─────────────┘
Inserted 2 jobs from runs/adding_old_jobs_to_new_jobs/0/results.csv
Inserted 2 jobs from runs/adding_old_jobs_to_new_jobs/1/results.csv
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 + inserted jobs: 4)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param        ┃ choice_param ┃ int_param_two ┃ RESULT            ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -97.0             │ -100.0                │ -84.42730068163155  │ 1.0                  │ -97       │ -84.42730068163155 │ 1            │ -100          │ -293731.741072029 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴──────────────┴───────────────┴───────────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2026-05-01 20:39:23 (f4b29000-3a57-40c1-91f6-9da67c71c355): SOBOL, best RESULT: -201051.802914268, Started OmniOpt2 run...
2026-05-01 20:39:24 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -201051.802914268, getting new HP set (no sbatch)
2026-05-01 20:39:24 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -201051.802914268, requested 1 jobs, got 1, 0.92 s/job
2026-05-01 20:39:24 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -201051.802914268, eval #1/1 start                    
2026-05-01 20:39:24 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -201051.802914268, starting new job                   
2026-05-01 20:39:24 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -201051.802914268, started new job                    
2026-05-01 20:39:33 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -201051.802914268, new result: RESULT: -293731.741072 
2026-05-01 20:39:35 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -293731.741072029, finishing jobs, finished 1 job     
2026-05-01 20:39:36 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -293731.741072029, getting new HP set (no sbatch)     
2026-05-01 20:39:36 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -293731.741072029, requested 1 jobs, got 1, 1.08 s/job
2026-05-01 20:39:36 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -293731.741072029, eval #1/1 start                    
2026-05-01 20:39:36 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -293731.741072029, starting new job                   
2026-05-01 20:39:36 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -293731.741072029, started new job                    
2026-05-01 20:39:45 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -293731.741072029, new result: RESULT: -270317.320000 
2026-05-01 20:39:47 (f4b29000-3a57-40c1-91f6-9da67c71c355): BOTORCH_MODULAR, best RESULT: -293731.741072029, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.152 │    1 │        0.152 │
│       2 │   0.254 │    1 │        0.254 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.203 │      │              │
│  Median │   0.203 │      │              │
│   Total │   0.406 │      │              │
│     Max │   0.254 │      │              │
│     Min │   0.152 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.918 │    1 │        0.918 │
│         2 │   1.077 │    1 │        1.077 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.998 │      │              │
│    Median │   0.998 │      │              │
│     Total │   1.995 │      │              │
│       Max │   1.077 │      │              │
│       Min │   0.918 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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	['runs/adding_old_jobs_to_new_jobs//0', 'runs/adding_old_jobs_to_new_jobs//1']
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
nr_evals_per_arm	1
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
1777667961,740.72265625,28.6

`RESULT` (goal: minimize)

Best value: -293731.74107203
Achieved at:
- int_param = -97
- float_param = -84.427300681632
- choice_param = 1
- int_param_two = -100

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-97	-66	-81.5	15.5	2
OO_Info_int_param_two	-100	-100	-100	0	2
OO_Info_float_param	-100	-84.4273	-92.2137	7.7863	2
OO_Info_choice_param	1	1	1	0	2
RESULT	-293731.7411	-40467.5656	-173921.394	94375.4689	6
int_param	-97	-6	-57	31.273	6
float_param	-100	-42.5683	-70.077	22.827	6
choice_param	1	8	2.8333	2.5441	6
int_param_two	-100	-3	-65.3333	38.6293	6

submitit INFO (2026-05-01 20:39:24,830) - Starting with JobEnvironment(job_id=80061, hostname=runnervmrc6n4, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-05-01 20:39:24,830) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/2/single_runs/80061/80061_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -97, "float_param": -84.42730068163155, "int_param_two": -100, "choice_param": 1}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-97' --float_param='-84.42730068163155010552' --choice_param='1'  --int_param_two='-100' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1777666908.026286
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1777667558.8770282
Last modification: 1777666908.026286
Hostname: runnervmrc6n4
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-97' --float_param='-84.42730068163155010552' --choice_param='1'  --int_param_two='-100' --nr_results=1
stdout:
 OO-Info: int_param: -97
OO-Info: int_param_two: -100
OO-Info: float_param: -84.42730068163155010552
OO-Info: choice_param: 1
RESULT: -293731.741072029

stderr was empty
Result: {'RESULT': -293731.741072029}
Final-results: {'RESULT': -293731.741072029}
EXIT_CODE: 0
submitit INFO (2026-05-01 20:39:32,400) - Job completed successfully
submitit INFO (2026-05-01 20:39:32,401) - Exiting after successful completion