OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	6
Max. nr. evaluations (from arguments)	2
Number random steps	1
Nr. of workers (parameter)	1
Nr. imported jobs	4

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	int_param_two	choice_param	RESULT
10.0	10.0	1000.0	16.0	10	1000.0	10	16	-9902405.32

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	5	5

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
int_param	rangeparameter	-100	10		int	No
float_param	rangeparameter	-1000	1000		float	No
choice_param	choiceparameter			1, 2, 4, 8, 16, hallo
int_param_two	rangeparameter	-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

2025-11-03 10:51:40 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, best RESULT: -9902405.32, finishing jobs, finished 1 job

Git-Version

Commit: b48ffc20b42880681478a8ff911d08afc40fe28b (9034-1-gb48ffc20b)

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,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,-83176.839337229801458306610584259033,-39,-71.342857778072357177734375,-18,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-129009.622201329999370500445365905762,-48,-0.313211847181623759261981376767,-95,16
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-139838.92000000001280568540096282959,-100,10,-48,16
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-127468.26527259299473371356725692749,-100,-33.849639988799069101332861464471,10,16
4,1762167076,2,83d574c6-ff28-4ad1-a6e5-50e9a59fa302,1762167078,1762167084,6,./.tests/optimization_example  --int_param='-100' --float_param='880.78932745506767787447' --choice_param='16' --int_param_two='-64' --nr_results=1,0,,runnervmxu1zt,-100,-64,880.789327455067564187629614025354,16,4_0,COMPLETED,BOTORCH_MODULAR,-7829005.580842000432312488555908203125,-100,880.789327455067677874467335641384,-64,16
5,1762167089,2,83d574c6-ff28-4ad1-a6e5-50e9a59fa302,1762167091,1762167097,6,./.tests/optimization_example  --int_param='10' --float_param='1000' --choice_param='16' --int_param_two='10' --nr_results=1,0,,runnervmxu1zt,10,10,1000,16,5_0,COMPLETED,BOTORCH_MODULAR,-9902405.320000000298023223876953125,10,1000,10,16


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

Current git-hash: b48ffc20b42880681478a8ff911d08afc40fe28b (last fully tested stable version 1 commit ago [88d7195d45aaf79ed7f44a981cd9b32c7da2adbc, 9034])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 10:51:11] 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]`.
Using old run's --time: 60
Using old run's --gpus: 0
Run-UUID: 823d3e96-2f62-4000-a66f-5e2647cc638f
  _________________________________________________
 /                                                 \
| OmniOpt2 - Optimizing like it's the Matrix, but I |
|  am the One.                                      |
 \                                                 /
  =================================================
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                                                                        __---__
                                                                     _-       /--______
                                                                __--( /     \ )XXXXXXXXXXX\v.
                                                              .-XXX(   O   O  )XXXXXXXXXXXXXXX-
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                                                           /XXXXX(              )--_  XXXXXXXXXXX\
                                                          /XXXXX/ (      O     )   XXXXXX   \XXXXX\
                                                          XXXXX/   /            XXXXXX   \__ \XXXXX
                                                          XXXXXX__/          XXXXXX         \__---->
                                                  ---___  XXX__/          XXXXXX      \__         /
                                                    \-  --__/   ___/\  XXXXXX            /  ___--/=
                                                     \-\    ___/    XXXXXX              '--- XXXXXX
                                                        \-\/XXX\ XXXXXX                      /XXXXX
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                                                           \XXXXXX      >                 _/XXXXX/
                                                             \XXXXX--__/              __-- XXXX/
                                                              -XXXXXXXX---------------  XXXXXX-
                                                                 \XXXXXXXXXXXXXXXXXXXXXXXXXX/
                                                                   ""VXXXXXXXXXXXXXXXXXXV""
omniopt --continue runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1 --num_parallel_jobs 1 --worker_timeout 10 --follow --gpus=0 --mem_gb=4 --num_random_steps=1 --max_eval=2 --parameter float_param range -1000 1000 float --send_anonymized_usage_stats --generate_all_jobs_at_once --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2
Continuation from runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
Changed parameter 'float_param': lower from -100.0 to -1000.0, upper from 10.0 to 1000.0, digits from None to 32
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=51 for live-results.

You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 9 steps.
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     │ rangeparameter  │ -100        │ 10          │                       │ int   │ No         │
│ float_param   │ rangeparameter  │ -1000       │ 1000        │                       │ float │ No         │
│ choice_param  │ choiceparameter │             │             │ 1, 2, 4, 8, 16, hallo │       │            │
│ int_param_two │ rangeparameter  │ -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 + inserted jobs: 4)                                                          
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ 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      ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 10.0              │ 10.0                  │ 1000.0              │ 16.0                 │ 10        │ 1000.0      │ 10            │ 16           │ -9902405.32 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────┴───────────────┴──────────────┴─────────────┘
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   │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘

2025-11-03 10:51:15 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-03 10:51:16 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-03 10:51:16 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.39 s/job
2025-11-03 10:51:16 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, eval #1/1 start                    
2025-11-03 10:51:16 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, starting new job                   
2025-11-03 10:51:16 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, started new job                    
2025-11-03 10:51:26 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, new result: RESULT: -7829005.580842
2025-11-03 10:51:27 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, best RESULT: -7829005.580842, finishing jobs, finished 1 job
2025-11-03 10:51:29 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, best RESULT: -7829005.580842, getting new HP set (no sbatch)
2025-11-03 10:51:29 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, best RESULT: -7829005.580842, requested 1 jobs, got 1, 1.34 s/job
2025-11-03 10:51:29 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, best RESULT: -7829005.580842, eval #1/1 start                    
2025-11-03 10:51:29 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, best RESULT: -7829005.580842, starting new job                   
2025-11-03 10:51:29 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, best RESULT: -7829005.580842, started new job                    
2025-11-03 10:51:38 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, best RESULT: -7829005.580842, new result: RESULT: -9902405.320000
2025-11-03 10:51:40 (83d574c6-ff28-4ad1-a6e5-50e9a59fa302): BOTORCH_MODULAR, best RESULT: -9902405.32, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.096 │    1 │        0.096 │
│       2 │   0.065 │    1 │        0.065 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.081 │      │              │
│  Median │   0.081 │      │              │
│   Total │   0.161 │      │              │
│     Max │   0.096 │      │              │
│     Min │   0.065 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   1.391 │    1 │        1.391 │
│         2 │   1.344 │    1 │        1.344 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   1.367 │      │              │
│    Median │   1.367 │      │              │
│     Total │   2.735 │      │              │
│       Max │   1.391 │      │              │
│       Min │   1.344 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	None
experiment_name	None
mem_gb	4
parameter	[['float_param', 'range', '-1000', '1000', 'float']]
continue_previous_job	runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
experiment_constraints	None
run_dir	runs
seed	None
verbose_tqdm	False
model	None
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	True
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	10
slurm_use_srun	False
time
partition
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
1762167072,753.0390625,28.8

`RESULT` (goal: minimize)

Best value: -9902405.32
Achieved at:
- int_param = 10
- float_param = 1000
- int_param_two = 10
- choice_param = 16

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
OO_Info_int_param	-100	10	-45	55	2
OO_Info_int_param_two	-64	10	-27	37	2
OO_Info_float_param	880.7893	1000	940.3947	59.6053	2
OO_Info_choice_param	16	16	16	0	2
RESULT	-9902405.32	-83176.8393	-3035150.7579	4166082.9668	6
int_param	-100	10	-62.8333	41.3054	6
float_param	-71.3429	1000	297.5473	456.6033	6
int_param_two	-95	10	-34.1667	38.611	6
choice_param	8	16	14.6667	2.9814	6

submitit INFO (2025-11-03 10:51:17,257) - Starting with JobEnvironment(job_id=94671, hostname=runnervmxu1zt, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-03 10:51:17,257) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/94671/94671_submitted.pkl
Trial-Index: 4

Parameters: {"int_param": -100, "float_param": 880.7893274550677, "int_param_two": -64, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-100' --float_param='880.78932745506767787447' --choice_param='16' --int_param_two='-64' --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1762166619.712974
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1762166995.2787342
Last modification: 1762166619.712974
Hostname: runnervmxu1zt
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-100' --float_param='880.78932745506767787447' --choice_param='16' --int_param_two='-64' --nr_results=1
stdout:
 OO-Info: int_param: -100
OO-Info: int_param_two: -64
OO-Info: float_param: 880.78932745506767787447
OO-Info: choice_param: 16
RESULT: -7829005.580842

stderr was empty
Result: {'RESULT': -7829005.580842}
Final-results: {'RESULT': -7829005.580842}
EXIT_CODE: 0
submitit INFO (2025-11-03 10:51:24,772) - Job completed successfully
submitit INFO (2025-11-03 10:51:24,772) - Exiting after successful completion