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	5431.0	1235431.0

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: c469e04d3b6be6a64610427ed0a7f1562b9a4eae

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
0,1762978445,2,a5b0eaa2-b492-4a46-8aed-07315c7b6956,1762978447,1762978453,6,echo "RESULT: 4174097.63924759626388549805",0,,runnervmw9dnm,0_0,COMPLETED,SOBOL,4174097.639247596263885498046875,417,4097.639247596263885498046875
1,1762978456,2,a5b0eaa2-b492-4a46-8aed-07315c7b6956,1762978458,1762978464,6,echo "RESULT: 6763225.14013749547302722931",0,,runnervmw9dnm,1_0,COMPLETED,SOBOL,6763225.14013749547302722930908203125,676,3225.14013749547302722930908203125
2,1762978468,1,a5b0eaa2-b492-4a46-8aed-07315c7b6956,1762978469,1762978475,6,echo "RESULT: 2924508.96327095482320146402",0,,runnervmw9dnm,2_0,COMPLETED,BOTORCH_MODULAR,2924508.963270954787731170654296875,292,4508.963270954823201464023441076279
3,1762978479,2,a5b0eaa2-b492-4a46-8aed-07315c7b6956,1762978481,1762978487,6,echo "RESULT: 1625409.2288564315376788727",0,,runnervmw9dnm,3_0,COMPLETED,BOTORCH_MODULAR,1625409.228856431553140282630920410156,162,5409.228856431537678872700780630112
4,1762978490,2,a5b0eaa2-b492-4a46-8aed-07315c7b6956,1762978492,1762978498,6,echo "RESULT: 1235431",0,,runnervmw9dnm,4_0,COMPLETED,BOTORCH_MODULAR,1235431,123,5431

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.089 │    1 │        0.089 │
│       2 │   0.046 │    1 │        0.046 │
│       3 │   0.048 │    1 │        0.048 │
│       4 │   0.045 │    1 │        0.045 │
│       5 │   0.045 │    1 │        0.045 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.054 │      │              │
│  Median │   0.046 │      │              │
│   Total │   0.272 │      │              │
│     Max │   0.089 │      │              │
│     Min │   0.045 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.016 │    1 │        0.016 │
│         2 │   0.031 │    1 │        0.031 │
│         3 │   0.431 │    1 │        0.431 │
│         4 │   0.333 │    1 │        0.333 │
│         5 │   0.352 │    1 │        0.352 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.233 │      │              │
│    Median │   0.333 │      │              │
│     Total │   1.163 │      │              │
│       Max │   0.431 │      │              │
│       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
1762978440,792.23046875,31.1

`RESULT` (goal: minimize)

Best value: 1235431
Achieved at:
- run_time = 6
- x = 123
- y = 5431

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	5
RESULT	1235431	6763225.1401	3344534.3943	1997786.3458	5
x	123	676	334	199.861	5
y	3225.1401	5431	4534.3943	833.6409	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 (2025-11-12 20:14:05,620) - Starting with JobEnvironment(job_id=13187, hostname=runnervmw9dnm, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2025-11-12 20:14:05,620) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/pip_test_experiment/0/single_runs/13187/13187_submitted.pkl
Trial-Index: 0

Parameters: {"x": 417, "y": 4097.639247596264}
Debug-Infos: 
echo "RESULT: 4174097.63924759626388549805"
stdout:
 RESULT: 4174097.63924759626388549805

stderr was empty
Result: {'RESULT': 4174097.6392475963}
Final-results: {'RESULT': 4174097.6392475963}
EXIT_CODE: 0
submitit INFO (2025-11-12 20:14:13,170) - Job completed successfully
submitit INFO (2025-11-12 20:14:13,170) - Exiting after successful completion

Experiment overview

Best RESULT, min (total: 5)

Job Summary per Generation Node

Experiment parameters

Number of evaluations

Result names and types

Git-Version

Arguments Overview

RESULT (goal: minimize)

Parameter statistics

`RESULT` (goal: minimize)