OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	4
Number random steps	2
Nr. of workers (parameter)	2

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	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	1	0	1

Result names and types

name	min/max
RESULT	min

Last progressbar status

2025-11-01 12:31:35 (ed5295c7-90ed-4a00-bd0e-9f5468800f01): SOBOL, new result: RESULT: -45253.211901

Git-Version

Commit: 16bf8416321019b842e89c66e6239a0055a57382 (8987-3-g16bf84163)

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
0,1761996682,3,ed5295c7-90ed-4a00-bd0e-9f5468800f01,1761996685,1761996691,6,./.tests/optimization_example  --int_param='0' --float_param='-12.43643283843994140625' --choice_param='8' --int_param_two='-60' --nr_results=1,0,,norman-20fms48v00,0,-60,-12.43643283843993962989316059975,8,0_0,COMPLETED,SOBOL,-45253.211901294300332665443420410156,0,-12.43643283843994140625,-60,8

Current git-hash: 16bf8416321019b842e89c66e6239a0055a57382 (last fully tested stable version 3 commits ago [ac6b16e91a732d78f06205417c10392572a05f84, 8987])
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⠙ Importing torch...
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[WARNING 11-01 12:31:13] 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]`.
⠴ Importing ax...
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⠋ Importing Cont_X_trans and Y_trans from ax.adapter.registry...
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Run-UUID: 9c7ee95a-38b2-4e75-bc5f-25c6df7322de
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⠋ Writing worker creation log...
./omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=1 --time=60 --worker_timeout=5 --max_eval 4 --num_parallel_jobs 2 --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 2 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --generate_all_jobs_at_once --follow --show_generate_time_table
⠋ Disabling logging...
⠋ Setting run folder...
⠋ Creating folder /home/norman/repos/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/5...
⠋ Writing revert_to_random_when_seemingly_exhausted file ...
⠋ Writing username state file...
⠋ Writing result names file...
⠋ Writing result min/max file...
⠋ Saving state files...
Run-folder: /home/norman/repos/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/5
⠋ Writing live_share file if it is present...
⠋ Writing job_start_time file...
⠋ Writing git information
⠋ Checking max_eval...
⠋ Calculating number of steps...
⠋ Adding excluded nodes...
⠋ Initializing ax_client...
⠋ Setting orchestrator...
See https://imageseg.scads.de/omniax/share?user_id=norman&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=5 for live-results.

Generation strategy: SOBOL for 2 steps and then BOTORCH_MODULAR for 2 steps.
You have 4 CPUs available for the main process. No CUDA devices found.
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 │
└─────────────┴─────────────┘
⠋ Write files and show overview
SOBOL, new result: RESULT: -45253.211901  :  25%|██▒░░░░░░░| 1/4 [00:13<00:40, 13.41s/it]

2025-11-01 12:31:21 (ed5295c7-90ed-4a00-bd0e-9f5468800f01): SOBOL, Started OmniOpt2 run...
2025-11-01 12:31:22 (ed5295c7-90ed-4a00-bd0e-9f5468800f01): SOBOL, getting new HP set (no sbatch)
2025-11-01 12:31:22 (ed5295c7-90ed-4a00-bd0e-9f5468800f01): SOBOL, requested 1 jobs, got 1, 0.17 s/job
2025-11-01 12:31:22 (ed5295c7-90ed-4a00-bd0e-9f5468800f01): SOBOL, eval #1/1 start                    
2025-11-01 12:31:22 (ed5295c7-90ed-4a00-bd0e-9f5468800f01): SOBOL, starting new job                   
2025-11-01 12:31:22 (ed5295c7-90ed-4a00-bd0e-9f5468800f01): SOBOL, started new job                    
2025-11-01 12:31:35 (ed5295c7-90ed-4a00-bd0e-9f5468800f01): SOBOL, new result: RESULT: -45253.211901

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	2
max_eval	4
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9p…
experiment_name	__main__tests__BOTORCH_MODULAR___nogridsearch
mem_gb	1
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/norman
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	2
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
1761996673,768.83984375,51

Parameter statistics

Parameter	Min	Max	Mean	Count
run_time	6	6	6	1
OO_Info_int_param	0	0	0	1
OO_Info_int_param_two	-60	-60	-60	1
OO_Info_float_param	-12.4364	-12.4364	-12.4364	1
OO_Info_choice_param	8	8	8	1
RESULT	-45253.2119	-45253.2119	-45253.2119	1
int_param	0	0	0	1
float_param	-12.4364	-12.4364	-12.4364	1
int_param_two	-60	-60	-60	1
choice_param	8	8	8	1

submitit INFO (2025-11-01 12:31:22,696) - Starting with JobEnvironment(job_id=34933, hostname=norman-20fms48v00, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-01 12:31:22,696) - Loading pickle: /home/norman/repos/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/5/single_runs/34933/34933_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": 0, "float_param": -12.436432838439941, "int_param_two": -60, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='0' --float_param='-12.43643283843994140625' --choice_param='8' --int_param_two='-60' --nr_results=1
pwd: /home/norman/repos/OmniOpt
File: ./.tests/optimization_example
UID: 1000
GID: 1000
Status-Change-Time: 1751708223.4603384
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: norman
Last access: 1761925163.8720431
Last modification: 1751708223.4603384
Hostname: norman-20fms48v00
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='0' --float_param='-12.43643283843994140625' --choice_param='8' --int_param_two='-60' --nr_results=1
stdout:
 OO-Info: int_param: 0
OO-Info: int_param_two: -60
OO-Info: float_param: -12.43643283843994140625
OO-Info: choice_param: 8
RESULT: -45253.2119012943

stderr was empty
Result: {'RESULT': -45253.2119012943}
Final-results: {'RESULT': -45253.2119012943}
EXIT_CODE: 0
submitit INFO (2025-11-01 12:31:31,663) - Job completed successfully
submitit INFO (2025-11-01 12:31:31,664) - Exiting after successful completion