OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	4
Number random steps	1
Nr. of workers (parameter)	4
Main process memory (GB)	8
Worker memory (GB)	5
Seed	1234

Best RESULT, min (total: 4)

OO_Info_SLURM_JOB_ID	name	RESULT
969	simple_ok	0.123

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	4	4

Experiment parameters

Name	Type	Values
name	choice	simple_ok, storage_error, timeout_failure, gpu_disconnected

Number of evaluations

Failed	Succeeded	Running	Total
0	4	0	4

Result names and types

name	min/max
RESULT	min

Git-Version

Commit: f7a3ffd840bb7255de8533c94b789088bdd43694 (9994-4-gf7a3ffd84)

trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_SLURM_JOB_ID,arm_name,trial_status,generation_node,RESULT,name
0,1788847492,8,1e0d6d81-b94a-4ce8-9393-9b309760d86c,1788847500,1788847506,6,./.tests/orchestrator_tests.bin/timeout_failure,0,,slurmnode2,967,0_0,COMPLETED,SOBOL,7,timeout_failure
1,1788847492,12,1e0d6d81-b94a-4ce8-9393-9b309760d86c,1788847504,1788847510,6,./.tests/orchestrator_tests.bin/storage_error,0,,slurmnode3,968,1_0,COMPLETED,SOBOL,42,storage_error
2,1788847493,12,1e0d6d81-b94a-4ce8-9393-9b309760d86c,1788847505,1788847511,6,./.tests/orchestrator_tests.bin/simple_ok,0,,slurmnode4,969,2_0,COMPLETED,SOBOL,0.1229999999999999982236431606,simple_ok
3,1788847493,21,1e0d6d81-b94a-4ce8-9393-9b309760d86c,1788847514,1788847520,6,./.tests/orchestrator_tests.bin/gpu_disconnected,0,,slurmnode2,970,3_0,COMPLETED,SOBOL,3,gpu_disconnected

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.371 │    1 │        0.371 │
│       2 │   0.272 │    1 │        0.272 │
│       3 │   0.454 │    1 │        0.454 │
│       4 │   0.535 │    1 │        0.535 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.408 │      │              │
│  Median │   0.413 │      │              │
│   Total │   1.632 │      │              │
│     Max │   0.535 │      │              │
│     Min │   0.272 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.050 │    1 │        0.050 │
│         2 │   0.023 │    1 │        0.023 │
│         3 │   0.060 │    1 │        0.060 │
│         4 │   0.048 │    1 │        0.048 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.045 │      │              │
│    Median │   0.049 │      │              │
│     Total │   0.180 │      │              │
│       Max │   0.060 │      │              │
│       Min │   0.023 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
install	False
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	4
run_program	[['Li8udGVzdHMvb3JjaGVzdHJhdG9yX3Rlc3RzLmJpbi8lKG5hbWUp']]
experiment_name	test_orchestrator
mem_gb	5
parameter	[['name', 'choice', 'simple_ok,storage_error,timeout_failure,gpu_disconnected']]
continue_previous_job	None
experiment_constraints	None
run_dir	runs
seed	1234
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
wait_until_ended	False
send_anonymized_usage_stats	True
ui_url	None
root_venv_dir	/home/admin
exclude	None
main_process_gb	8
max_nr_of_zero_results	10
abbreviate_job_names	False
orchestrator_file	/oo_dir/.tests/example_orchestrator_config.yaml
checkout_to_latest_tested_version	False
live_share	True
disable_tqdm	False
local_cpu_monitor	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
optuna_sampler	None
optuna_pruner	none
optuna_n_startup_trials	10
optuna_multivariate	False
optuna_group	False
optuna_constraints	False
optuna_n_ei_candidates	0
optuna_storage	None
optuna_study_name	omniopt_study
optuna_no_load_if_exists	False
optuna_extra_iters	1
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
formula	None
formula_mode	auto
formula_python_path	/home/admin/.omniax_venvs/Python_3.10.12/x86_64/bin/python3
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	4
worker_timeout	5
slurm_use_srun	False
time	60
partition	slurmpar
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

1788847490.6024,4,0,0
1788847492.5513,4,0,0
1788847492.8223,4,1,25
1788847495.912,4,1,25
1788847497.4296,4,4,100
1788847511.7877,4,4,100
1788847512.3916,4,1,25
1788847521.9171,4,1,25
1788847522.0633,4,0,0
1788847524.3035,4,0,0

This logs the CPU and RAM usage of the main worker process.

timestamp,ram_usage_mb,cpu_usage_percent
1788847490,739.9765625,98

`RESULT` (goal: minimize)

Best value: 0.123
Achieved at:
- run_time = 6 (r=0, weak negative correlation)

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.

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	4
RESULT	0.123	42	13.0308	16.9028	4
name	No numerical statistics available

/home/admin/.omniax_venvs/Python_3.10.12/x86_64/lib/python3.10/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 (2026-09-07 21:55:40,765) - Starting with JobEnvironment(job_id=505, hostname=slurmnode2, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-09-07 21:55:40,765) - Loading pickle: /oo_dir/runs/test_orchestrator/14/single_runs/505/505_submitted.pkl
Trial-Index: 0

Parameters: {"name": "timeout_failure"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/orchestrator_tests.bin/timeout_failure
pwd: /oo_dir
File: ./.tests/orchestrator_tests.bin/timeout_failure
UID: 1000
GID: 1000
SLURM_JOB_ID: 505
Status-Change-Time: 1786607653.7306242
Size: 194 Bytes
Permissions: -rwxr-xr-x
Owner: admin
Last access: 1788807728.0048459
Last modification: 1786607641.4945989
Hostname: slurmnode2
========
DEBUG INFOS END

./.tests/orchestrator_tests.bin/timeout_failure
stdout:
 RESULT: 7

stderr was empty
Result: {'RESULT': 7.0}
Final-results: {'RESULT': 7.0}
EXIT_CODE: 0
submitit INFO (2026-09-07 21:55:53,189) - Job completed successfully
submitit INFO (2026-09-07 21:55:53,191) - Exiting after successful completion