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	RESULT
-99	1	1	1	-99	8.920552739873528	-109044.12

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?
int_param	range	-100	10	int	No
float_param	range	-100	10	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

2025-12-27 13:02:17 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): BOTORCH_MODULAR, best RESULT: -109044.12, finishing jobs, finished 1 job

Git-Version

Commit: 018dbae7e8b1bad9f8889c8998a57f89e438ea0a (9148-7-g018dbae7e)

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
0,1766840516,1,3226c6e4-c443-4d49-a59f-d0c5211b6de3,1766840517,1766840524,7,./.tests/optimization_example  --int_param='-2' --float_param='1' --choice_param='1' --int_param_two='1',0,,runnervmdwttx,-2,1,1,1,0_0,COMPLETED,SOBOL,-1180.119999999999890860635787248611,-2,-68.55406224727630615234375
1,1766840526,2,3226c6e4-c443-4d49-a59f-d0c5211b6de3,1766840528,1766840534,6,./.tests/optimization_example  --int_param='-99' --float_param='1' --choice_param='1' --int_param_two='1',0,,runnervmdwttx,-99,1,1,1,1_0,COMPLETED,BOTORCH_MODULAR,-109044.119999999995343387126922607422,-99,8.92055273987352848052978515625


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

Current git-hash: 018dbae7e8b1bad9f8889c8998a57f89e438ea0a (last fully tested stable version 7 commits ago [9234142f9b002b4a24cea95f1cd465e7538f0506, 9148])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-27 13:01:53] 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: 8c50e84c-825d-4c6b-aa4a-4869d2736fe9
  ________________________________
| OmniOpt2 - better than OmniOpt1! |
  ================================
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                                     /|  O|| O|        /      \_______________/        \
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                                    |   (_______) /______/                        \_________ \
                                    |         / /         \                      /            \
                                     \         \^\\         \                  /               \     /
                                       \         ||           \______________/      _-_       //\__//
                                         \       ||------_-~~-_ ------------- \ --/~   ~\    || __/
                                           ~-----||====/~     |==================|       |/~~~~~
                                            (_(__/  ./     /                    \_\      \.
                                                   (_(___/                         \_____)_)
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 Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JzEnIC0tY2hvaWNlX3BhcmFtPScxJyAtLWludF9wYXJhbV90d289JzEn --parameter int_param range -100 10 int --parameter float_param range -100 10 float --num_random_steps 1 --model BOTORCH_MODULAR --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/5
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=1529 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='1' --choice_param='1' --int_param_two='1'
                         Experiment parameters                          
┏━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name        ┃ Type  ┃ Lower bound ┃ Upper bound ┃ Type  ┃ Log Scale? ┃
┡━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param   │ range │ -100        │ 10          │ int   │ No         │
│ float_param │ range │ -100        │ 10          │ 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)                                                      
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param       ┃ RESULT     ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ -99               │ 1                     │ 1                   │ 1                    │ -99       │ 8.920552739873528 │ -109044.12 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴───────────────────┴────────────┘
Not printing sixel graphics in CI
                                Runtime Infos                                 
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time  ┃ Max time  ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│           2           │ 6.00 sec  │ 7.00 sec  │   6.50 sec   │  6.50 sec   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.022 │    1 │        0.022 │
│         2 │   0.315 │    1 │        0.315 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.168 │      │              │
│    Median │   0.168 │      │              │
│     Total │   0.337 │      │              │
│       Max │   0.315 │      │              │
│       Min │   0.022 │      │              │
└───────────┴─────────┴──────┴──────────────┘
         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.107 │    1 │        0.107 │
│       2 │   0.071 │    1 │        0.071 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.089 │      │              │
│  Median │   0.089 │      │              │
│   Total │   0.178 │      │              │
│     Max │   0.107 │      │              │
│     Min │   0.071 │      │              │
└─────────┴─────────┴──────┴──────────────┘

2025-12-27 13:01:56 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): SOBOL, Started OmniOpt2 run...
2025-12-27 13:01:56 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): SOBOL, getting new HP set (no sbatch)
2025-12-27 13:01:56 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-12-27 13:01:56 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): SOBOL, eval #1/1 start                    
2025-12-27 13:01:56 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): SOBOL, starting new job                   
2025-12-27 13:01:56 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): SOBOL, started new job                    
2025-12-27 13:02:05 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): SOBOL, new result: RESULT: -1180.120000   
2025-12-27 13:02:06 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): SOBOL, best RESULT: -1180.12, finishing jobs, finished 1 job
2025-12-27 13:02:06 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): BOTORCH_MODULAR, best RESULT: -1180.12, getting new HP set (no sbatch)
2025-12-27 13:02:06 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): BOTORCH_MODULAR, best RESULT: -1180.12, requested 1 jobs, got 1, 0.31 s/job
2025-12-27 13:02:06 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): BOTORCH_MODULAR, best RESULT: -1180.12, eval #1/1 start                    
2025-12-27 13:02:06 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): BOTORCH_MODULAR, best RESULT: -1180.12, starting new job                   
2025-12-27 13:02:06 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): BOTORCH_MODULAR, best RESULT: -1180.12, started new job                    
2025-12-27 13:02:16 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): BOTORCH_MODULAR, best RESULT: -1180.12, new result: RESULT: -109044.120000 
2025-12-27 13:02:17 (3226c6e4-c443-4d49-a59f-d0c5211b6de3): BOTORCH_MODULAR, best RESULT: -109044.12, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.107 │    1 │        0.107 │
│       2 │   0.071 │    1 │        0.071 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.089 │      │              │
│  Median │   0.089 │      │              │
│   Total │   0.178 │      │              │
│     Max │   0.107 │      │              │
│     Min │   0.071 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.022 │    1 │        0.022 │
│         2 │   0.315 │    1 │        0.315 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.168 │      │              │
│    Median │   0.168 │      │              │
│     Total │   0.337 │      │              │
│       Max │   0.315 │      │              │
│       Min │   0.022 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JzEnIC0tY2hvaWNlX3BhcmFtPScxJyAtLWludF9wYXJhbV90d289…
experiment_name	__main__tests__BOTORCH_MODULAR___nogridsearch
mem_gb	4
parameter	[['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', '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
1766840513,756.53125,28.4

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	7	6.5	0.5	2
OO_Info_int_param	-99	-2	-50.5	48.5	2
OO_Info_int_param_two	1	1	1	0	2
OO_Info_float_param	1	1	1	0	2
OO_Info_choice_param	1	1	1	0	2
RESULT	-109044.12	-1180.12	-55112.12	53932	2
int_param	-99	-2	-50.5	48.5	2
float_param	-68.5541	8.9206	-29.8168	38.7373	2

submitit INFO (2025-12-27 13:01:56,406) - Starting with JobEnvironment(job_id=87956, hostname=runnervmdwttx, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-12-27 13:01:56,407) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/5/single_runs/87956/87956_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -2, "float_param": -68.5540622472763}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-2' --float_param='1' --choice_param='1' --int_param_two='1'
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1766839228.659067
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1766839591.93902
Last modification: 1766839228.659067
Hostname: runnervmdwttx
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-2' --float_param='1' --choice_param='1' --int_param_two='1'
stdout:
 OO-Info: int_param: -2
OO-Info: int_param_two: 1
OO-Info: float_param: 1
OO-Info: choice_param: 1
RESULT: -1180.12

stderr was empty
Result: {'RESULT': -1180.12}
Final-results: {'RESULT': -1180.12}
EXIT_CODE: 0
submitit INFO (2025-12-27 13:02:04,005) - Job completed successfully
submitit INFO (2025-12-27 13:02:04,005) - Exiting after successful completion