OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	EXTERNAL_GENERATOR
Max. nr. evaluations	2
Number random steps	1
Nr. of workers (parameter)	1

Best RESULT, max (total: 2)

x	y	z	RESULT
434	1234	111	4341234.0

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
EXTERNAL_GENERATOR	1	1

Experiment parameters

Name	Type	Lower bound	Upper bound	Values	Type	Log Scale?
x	range	123	1000		int	No
y	choice			5431, 1234
z	fixed			111

Number of evaluations

Failed	Succeeded	Running	Total
0	2	0	2

Result names and types

name	min/max
RESULT	max

Last progressbar status

2026-08-10 21:51:59 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): EXTERNAL_GENERATOR, best RESULT: 4341234, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: 5b9c0cbb39108f116abe18e291a0a77bc6953443 (9475-5-g5b9c0cbb3)

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,z
0,1786398699,2,cd06c21e-ef3f-4da4-b970-cfd195fc0b34,1786398701,1786398707,6,echo "RESULT: 2291234" && echo "RESULT2: 111",0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,2291234,229,1234,111
1,1786398709,1,cd06c21e-ef3f-4da4-b970-cfd195fc0b34,1786398710,1786398716,6,echo "RESULT: 4341234" && echo "RESULT2: 111",0,,runnervmvrwv9,1_0,COMPLETED,EXTERNAL_GENERATOR,4341234,434,1234,111

2026-08-10 21:51:39 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): SOBOL, Started OmniOpt2 run...
2026-08-10 21:51:39 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): SOBOL, getting new HP set (no sbatch)
2026-08-10 21:51:39 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 21:51:39 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): SOBOL, eval #1/1 start                    
2026-08-10 21:51:39 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): SOBOL, starting new job                   
2026-08-10 21:51:39 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): SOBOL, started new job                    
2026-08-10 21:51:47 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): SOBOL, new result: RESULT: 2291234.000000 
2026-08-10 21:51:48 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): SOBOL, best RESULT: 2291234, finishing jobs, finished 1 job
2026-08-10 21:51:49 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): EXTERNAL_GENERATOR, best RESULT: 2291234, getting new HP set (no sbatch)
2026-08-10 21:51:49 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): EXTERNAL_GENERATOR, best RESULT: 2291234, requested 1 jobs, got 1, 0.05 s/job
2026-08-10 21:51:49 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): EXTERNAL_GENERATOR, best RESULT: 2291234, eval #1/1 start                    
2026-08-10 21:51:49 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): EXTERNAL_GENERATOR, best RESULT: 2291234, starting new job                   
2026-08-10 21:51:49 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): EXTERNAL_GENERATOR, best RESULT: 2291234, started new job                    
2026-08-10 21:51:57 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): EXTERNAL_GENERATOR, best RESULT: 2291234, new result: RESULT: 4341234.000000 
2026-08-10 21:51:59 (cd06c21e-ef3f-4da4-b970-cfd195fc0b34): EXTERNAL_GENERATOR, best RESULT: 4341234, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.087 │    1 │        0.087 │
│       2 │   0.046 │    1 │        0.046 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.067 │      │              │
│  Median │   0.067 │      │              │
│   Total │   0.133 │      │              │
│     Max │   0.087 │      │              │
│     Min │   0.046 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.020 │    1 │        0.020 │
│         2 │   0.053 │    1 │        0.053 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.036 │      │              │
│    Median │   0.036 │      │              │
│     Total │   0.073 │      │              │
│       Max │   0.053 │      │              │
│       Min │   0.020 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['ZWNobyAiUkVTVUxUOiAlKHgpJSh5KSIgJiYgZWNobyAiUkVTVUxUMjogJXoi']]
experiment_name	EXTERNAL_GENERATOR_test
mem_gb	1
parameter	[['x', 'range', '123', '1000', 'int', 'false'], ['y', 'choice', '5431,1234'], ['z', 'fixed', '111']]
continue_previous_job	None
experiment_constraints	None
run_dir	runs
seed	None
verbose_tqdm	False
model	EXTERNAL_GENERATOR
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	1
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=max']
minkowski_p	2
signed_weighted_euclidean_weights
generation_strategy	None
generate_all_jobs_at_once	True
revert_to_random_when_seemingly_exhausted	True
load_data_from_existing_jobs	[]
n_estimators_randomforest	100
max_attempts_for_generation	20
external_generator	cHl0aG9uMyAvaG9tZS9ydW5uZXIvd29yay9PbW5pT3B0L09tbmlPcHQvLnRlc3RzL2V4YW1wbGVfZXh0ZXJuYWwucHkK
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	1
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	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
1786398697,898.1640625,29.7

! 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.

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	2
RESULT	2291234	4341234	3316234	1025000	2
x	229	434	331.5	102.5	2
y	1234	1234	1234	0	2
z	111	111	111	0	2

submitit INFO (2026-08-10 21:51:40,053) - Starting with JobEnvironment(job_id=77201, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 21:51:40,053) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/EXTERNAL_GENERATOR_test/0/single_runs/77201/77201_submitted.pkl
Trial-Index: 0

Parameters: {"x": 229, "y": 1234, "z": 111}
Debug-Infos: 
echo "RESULT: 2291234" && echo "RESULT2: 111"
stdout:
 RESULT: 2291234
RESULT2: 111

stderr was empty
Result: {'RESULT': 2291234.0}
Final-results: {'RESULT': 2291234.0}
EXIT_CODE: 0
submitit INFO (2026-08-10 21:51:47,336) - Job completed successfully
submitit INFO (2026-08-10 21:51:47,336) - Exiting after successful completion