OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	23
Number random steps	1
Nr. of workers (parameter)	10

Best RESULT, min (total: 5, failed: 18)

program	RESULT
perl	0.8477567097

Job Summary per Generation Node

Generation Node	Total	COMPLETED	FAILED
SOBOL	4	1	3
BOTORCH_MODULAR	19	4	15

Experiment parameters

Name	Type	Values
program	choice	divide_by_0, simple_ok, perl, exit_code_137, result_but_exit_code_stdout_stderr, exit_code_stdout, signal_but_has_output,
		exit_code_no_output, exit_code_stdout_stderr, module_not_found, signal, empty, file_does_not_exist,
		sleep_10_and_result_exit_252, no_chmod_x, no_shebang, perl_module_fail, segfault, wrong_arch, python_name_error, syntax_error,
		tensorflow_syntax_error, force_keyboard_interrupt

Number of evaluations

Failed	Succeeded	Running	Total
18	5	0	23

Result names and types

name	min/max
RESULT	min

Git-Version

Commit: 641809af8e4af42f142e7f078b4e38fd9a5b2ace (9486-321-g641809af8)

⚠ Raw data does not conform to the expected structure. Expected either a tuple of (mean, SEM) or a float, but got None.

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.060 │    1 │        0.060 │
│       2 │   0.042 │    1 │        0.042 │
│       3 │   0.039 │    1 │        0.039 │
│       4 │   0.039 │    1 │        0.039 │
│       5 │   0.052 │    1 │        0.052 │
│       6 │   0.054 │    1 │        0.054 │
│       7 │   0.055 │    1 │        0.055 │
│       8 │   0.056 │    1 │        0.056 │
│       9 │   0.057 │    1 │        0.057 │
│      10 │   0.054 │    1 │        0.054 │
│      11 │   0.053 │    1 │        0.053 │
│      12 │   0.050 │    1 │        0.050 │
│      13 │   0.053 │    1 │        0.053 │
│      14 │   0.053 │    1 │        0.053 │
│      15 │   0.053 │    1 │        0.053 │
│      16 │   0.050 │    1 │        0.050 │
│      17 │   0.052 │    1 │        0.052 │
│      18 │   0.051 │    1 │        0.051 │
│      19 │   0.053 │    1 │        0.053 │
│      20 │   0.051 │    1 │        0.051 │
│      21 │   0.051 │    1 │        0.051 │
│      22 │   0.052 │    1 │        0.052 │
│      23 │   0.052 │    1 │        0.052 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.051 │      │              │
│  Median │   0.052 │      │              │
│   Total │   1.181 │      │              │
│     Max │   0.060 │      │              │
│     Min │   0.039 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.028 │    1 │        0.028 │
│         2 │   0.035 │    1 │        0.035 │
│         3 │   0.034 │    1 │        0.034 │
│         4 │   0.035 │    1 │        0.035 │
│         5 │   0.285 │    1 │        0.285 │
│         6 │   0.485 │    1 │        0.485 │
│         7 │   0.725 │    1 │        0.725 │
│         8 │   0.257 │    1 │        0.257 │
│         9 │   0.252 │    1 │        0.252 │
│        10 │   0.251 │    1 │        0.251 │
│        11 │   0.490 │    1 │        0.490 │
│        12 │   3.504 │    1 │        3.504 │
│        13 │   4.889 │    1 │        4.889 │
│        14 │   1.174 │    1 │        1.174 │
│        15 │   2.346 │    1 │        2.346 │
│        16 │   4.677 │    1 │        4.677 │
│        17 │   3.507 │    1 │        3.507 │
│        18 │   4.729 │    1 │        4.729 │
│        19 │   1.754 │    1 │        1.754 │
│        20 │   2.774 │    1 │        2.774 │
│        21 │   4.252 │    1 │        4.252 │
│        22 │   2.873 │    1 │        2.873 │
│        23 │  11.333 │    1 │       11.333 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   2.204 │      │              │
│    Median │   1.174 │      │              │
│     Total │  50.689 │      │              │
│       Max │  11.333 │      │              │
│       Min │   0.028 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
install	False
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	23
run_program	[['Li8udGVzdHMvdGVzdF93cm9uZ2dvaW5nX3N0dWZmLmJpbi9iaW4vJShwcm9ncmFtKQ==']]
experiment_name	test_wronggoing_stuff
mem_gb	1
parameter	[['program', 'choice',
	'divide_by_0,simple_ok,perl,exit_code_137,result_but_exit_code_stdout_stderr,exit_code_stdout,signal_…
continue_previous_job	None
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	3
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	False
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
nr_evals_per_arm	1
dump_config	None
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	10
worker_timeout	1
slurm_use_srun	False
time	120
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
1786626007,769.52734375,29.5
1786626072,808.9453125,7.4
1786626148,813.08203125,17.2
1786626213,815,13.3
1786626281,823.1484375,25.3

! No notable correlations between parameters were found (threshold: |r| > 0.3).

Top-5 Best Results

Parameter Sensitivity Ranking

Parameters ranked by absolute Pearson correlation with each result. Stronger correlations (|r| ≥ 0.7) suggest the parameter has more influence on the outcome.

Convergence Analysis

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	12	6.2609	1.2236	23
RESULT	0.8478	1972954730	788597761.7696	808449173.8161	5
program	No numerical statistics available