OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	5
Number random steps	2
Nr. of workers (parameter)	5

Best RESULT, min (total: 5)

x	y	RESULT
123	5276.907808410518	1235276.9078084105

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	2	2
BOTORCH_MODULAR	3	3

Experiment parameters

Name	Type	Lower bound	Upper bound	Type	Log Scale?
x	range	123	1000	int	No
y	range	1234	5431	float	No

Number of evaluations

Failed	Succeeded	Running	Total
0	5	0	5

Result names and types

name	min/max
RESULT	min

Git-Version

Commit: fec5d58fa5ec24fe05b8c00277465cf7337d39f5

trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,arm_name,trial_status,generation_node,RESULT,x,y
0,1762278283,1,e548449d-454f-4d86-ab30-dc7dbfa45aa2,1762278284,1762278291,7,echo "RESULT: 5113438.07456725835800170898",0,,runnervmf2e7y,0_0,COMPLETED,SOBOL,5113438.074567258358001708984375,511,3438.074567258358001708984375
1,1762278294,2,e548449d-454f-4d86-ab30-dc7dbfa45aa2,1762278296,1762278302,6,echo "RESULT: 7692276.46544262859970331192",0,,runnervmf2e7y,1_0,COMPLETED,SOBOL,7692276.465442628599703311920166015625,769,2276.465442628599703311920166015625
2,1762278305,2,e548449d-454f-4d86-ab30-dc7dbfa45aa2,1762278307,1762278313,6,echo "RESULT: 3863991.52338008282731607324",0,,runnervmf2e7y,2_0,COMPLETED,BOTORCH_MODULAR,3863991.523380083031952381134033203125,386,3991.523380082827316073235124349594
3,1762278318,2,e548449d-454f-4d86-ab30-dc7dbfa45aa2,1762278320,1762278326,6,echo "RESULT: 2915169.92887178731871244963",0,,runnervmf2e7y,3_0,COMPLETED,BOTORCH_MODULAR,2915169.928871787153184413909912109375,291,5169.928871787318712449632585048676
4,1762278331,2,e548449d-454f-4d86-ab30-dc7dbfa45aa2,1762278333,1762278339,6,echo "RESULT: 1235276.90780841051764582517",0,,runnervmf2e7y,4_0,COMPLETED,BOTORCH_MODULAR,1235276.907808410469442605972290039062,123,5276.907808410517645825166255235672

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.088 │    1 │        0.088 │
│       2 │   0.045 │    1 │        0.045 │
│       3 │   0.045 │    1 │        0.045 │
│       4 │   0.045 │    1 │        0.045 │
│       5 │   0.044 │    1 │        0.044 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.053 │      │              │
│  Median │   0.045 │      │              │
│   Total │   0.267 │      │              │
│     Max │   0.088 │      │              │
│     Min │   0.044 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.016 │    1 │        0.016 │
│         2 │   0.030 │    1 │        0.030 │
│         3 │   0.432 │    1 │        0.432 │
│         4 │   0.332 │    1 │        0.332 │
│         5 │   0.391 │    1 │        0.391 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.240 │      │              │
│    Median │   0.332 │      │              │
│     Total │   1.200 │      │              │
│       Max │   0.432 │      │              │
│       Min │   0.016 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	2
max_eval	5
run_program	[['ZWNobyAiUkVTVUxUOiAlKHgpJSh5KSI=']]
experiment_name	pip_test_experiment
mem_gb	1
parameter	[['x', 'range', '123', '1000', 'int', 'false'], ['y', 'range', '5431', '1234', 'float', 'false']]
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	50
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	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	5
worker_timeout	60
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	1
dependency	None
run_mode	local
verbose	True
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
1762278272,791.83203125,28.6
1762278340,825.04296875,7.5

`RESULT` (goal: minimize)

Best value: 1235276.9078084
Achieved at:
- run_time = 6
- x = 123
- y = 5276.9078084105

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	7	6.2	0.4	5
RESULT	1235276.9078	7692276.4654	4164030.58	2171504.9184	5
x	123	769	416	217.2593	5
y	2276.4654	5276.9078	4030.58	1120.7993	5

/home/runner/omniopt_via_pip_omniopt/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 (2025-11-04 17:44:43,478) - Starting with JobEnvironment(job_id=12994, hostname=runnervmf2e7y, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-04 17:44:43,478) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/pip_test_experiment/0/single_runs/12994/12994_submitted.pkl
Trial-Index: 0

Parameters: {"x": 511, "y": 3438.074567258358}
Debug-Infos: 
echo "RESULT: 5113438.07456725835800170898"
stdout:
 RESULT: 5113438.07456725835800170898

stderr was empty
Result: {'RESULT': 5113438.074567258}
Final-results: {'RESULT': 5113438.074567258}
EXIT_CODE: 0
submitit INFO (2025-11-04 17:44:51,016) - Job completed successfully
submitit INFO (2025-11-04 17:44:51,016) - Exiting after successful completion