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	1586.6671393949384	1231586.667139395

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: 494f3bb070701094388941a2f6ee959b4b88c3d4

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
0,1784141660,2,fc7288ab-fe4a-4f35-bafb-9e5f8477f115,1784141662,1784141668,6,echo "RESULT: 5894310.85896217823028564453",0,,runnervm5mmn9,0_0,COMPLETED,SOBOL,5894310.85896217823028564453125,589,4310.85896217823028564453125
1,1784141671,2,fc7288ab-fe4a-4f35-bafb-9e5f8477f115,1784141673,1784141679,6,echo "RESULT: 1442761.76988766063004732132",0,,runnervm5mmn9,1_0,COMPLETED,SOBOL,1442761.769887660630047321319580078125,144,2761.769887660630047321319580078125
2,1784141682,1,fc7288ab-fe4a-4f35-bafb-9e5f8477f115,1784141683,1784141689,6,echo "RESULT: 1231586.66713939493843099626",0,,runnervm5mmn9,2_0,COMPLETED,BOTORCH_MODULAR,1231586.667139394907280802726745605469,123,1586.667139394938430996262468397617
3,1784141692,2,fc7288ab-fe4a-4f35-bafb-9e5f8477f115,1784141694,1784141700,6,echo "RESULT: 10001234",0,,runnervm5mmn9,3_0,COMPLETED,BOTORCH_MODULAR,10001234,1000,1234
4,1784141704,2,fc7288ab-fe4a-4f35-bafb-9e5f8477f115,1784141706,1784141712,6,echo "RESULT: 1235431",0,,runnervm5mmn9,4_0,COMPLETED,BOTORCH_MODULAR,1235431,123,5431

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.095 │    1 │        0.095 │
│       2 │   0.048 │    1 │        0.048 │
│       3 │   0.049 │    1 │        0.049 │
│       4 │   0.048 │    1 │        0.048 │
│       5 │   0.049 │    1 │        0.049 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.058 │      │              │
│  Median │   0.049 │      │              │
│   Total │   0.289 │      │              │
│     Max │   0.095 │      │              │
│     Min │   0.048 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.019 │    1 │        0.019 │
│         2 │   0.045 │    1 │        0.045 │
│         3 │   0.411 │    1 │        0.411 │
│         4 │   0.489 │    1 │        0.489 │
│         5 │   0.597 │    1 │        0.597 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.312 │      │              │
│    Median │   0.411 │      │              │
│     Total │   1.562 │      │              │
│       Max │   0.597 │      │              │
│       Min │   0.019 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
nr_evals_per_arm	1
disable_notifications	False
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	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
1784141658,787.83984375,29.4

`RESULT` (goal: minimize)

Best value: 1231586.6671394
Achieved at:
- x = 123 (r=1, strong positive correlation)
- y = 1586.6671393949 (r=-0.368, weak negative correlation)
- 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.

Convergence Analysis

Parameter statistics

Parameter	Min	Max	Mean	Std Dev	Count
run_time	6	6	6	0	5
RESULT	1231586.6671	10001234	3961064.8592	3505483.2742	5
x	123	1000	395.8	350.6071	5
y	1234	5431	3064.8592	1598.7556	5

submitit INFO (2026-07-15 18:54:20,962) - Starting with JobEnvironment(job_id=24578, hostname=runnervm5mmn9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-07-15 18:54:20,962) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/pip_test_experiment/1/single_runs/24578/24578_submitted.pkl
Trial-Index: 0

Parameters: {"x": 589, "y": 4310.85896217823}
Debug-Infos: 
echo "RESULT: 5894310.85896217823028564453"
stdout:
 RESULT: 5894310.85896217823028564453

stderr was empty
Result: {'RESULT': 5894310.858962178}
Final-results: {'RESULT': 5894310.858962178}
EXIT_CODE: 0
submitit INFO (2026-07-15 18:54:28,482) - Job completed successfully
submitit INFO (2026-07-15 18:54:28,482) - Exiting after successful completion