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
Seed	1234

Best RESULT, min (total: 2, failed: 2)

name	RESULT
simple_ok	0.123

Job Summary per Generation Node

Generation Node	Total	COMPLETED	FAILED
SOBOL	1	1	0
BOTORCH_MODULAR	3	1	2

Experiment parameters

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

Number of evaluations

Failed	Succeeded	Running	Total
2	2	0	4

Result names and types

name	min/max
RESULT	min

Last progressbar status

2026-08-10 21:45:16 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 2 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: d03cb299e7a3d28464b1874ecc1c67d527025248 (9475-4-gd03cb299e)

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,name
0,1786398268,2,6fe9025d-77d8-42bc-894c-e7c1e53837cd,1786398270,1786398276,6,./.tests/orchestrator_tests.bin/timeout_failure,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,20678,timeout_failure
1,1786398279,2,6fe9025d-77d8-42bc-894c-e7c1e53837cd,1786398281,1786398287,6,./.tests/orchestrator_tests.bin/storage_error,0,,runnervmvrwv9,1_0,FAILED,BOTORCH_MODULAR,,storage_error
2,1786398288,2,6fe9025d-77d8-42bc-894c-e7c1e53837cd,1786398290,1786398296,6,./.tests/orchestrator_tests.bin/simple_ok,0,,runnervmvrwv9,2_0,COMPLETED,BOTORCH_MODULAR,0.1229999999999999982236431606,simple_ok
3,1786398308,1,6fe9025d-77d8-42bc-894c-e7c1e53837cd,1786398309,1786398315,6,./.tests/orchestrator_tests.bin/gpu_disconnected,0,,runnervmvrwv9,3_0,FAILED,BOTORCH_MODULAR,,gpu_disconnected


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


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

2026-08-10 21:44:28 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): SOBOL, Started OmniOpt2 run...
2026-08-10 21:44:28 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): SOBOL, getting new HP set (no sbatch)
2026-08-10 21:44:28 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 21:44:28 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): SOBOL, eval #1/1 start                    
2026-08-10 21:44:28 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): SOBOL, starting new job                   
2026-08-10 21:44:29 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): SOBOL, started new job                    
2026-08-10 21:44:38 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): SOBOL, new result: RESULT: 20678.000000   
2026-08-10 21:44:39 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): SOBOL, best RESULT: 20678, finishing jobs, finished 1 job
2026-08-10 21:44:39 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, best RESULT: 20678, getting new HP set (no sbatch)
2026-08-10 21:44:39 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, best RESULT: 20678, requested 1 jobs, got 1, 0.31 s/job
2026-08-10 21:44:39 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, best RESULT: 20678, eval #1/1 start                    
2026-08-10 21:44:39 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, best RESULT: 20678, starting new job                   
2026-08-10 21:44:39 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, best RESULT: 20678, started new job                    
2026-08-10 21:44:47 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, best RESULT: 20678, job_failed                         
2026-08-10 21:44:48 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 20678, finishing jobs, finished 1 job
2026-08-10 21:44:48 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 20678, getting new HP set (no sbatch)
2026-08-10 21:44:48 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 20678, requested 1 jobs, got 1, 0.54 s/job
2026-08-10 21:44:48 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 20678, eval #1/1 start                    
2026-08-10 21:44:48 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 20678, starting new job                   
2026-08-10 21:44:48 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 20678, started new job                    
2026-08-10 21:44:57 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 20678, new result: RESULT: 0.123000       
2026-08-10 21:44:59 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, finishing jobs, finished 1 job 
2026-08-10 21:45:02 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, getting new HP set (no sbatch) 
2026-08-10 21:45:08 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, requested 1 jobs, got 1, 8.94 s/job
2026-08-10 21:45:08 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, eval #1/1 start                    
2026-08-10 21:45:08 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, starting new job                   
2026-08-10 21:45:08 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, started new job                    
2026-08-10 21:45:16 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, job_failed                         
2026-08-10 21:45:16 (6fe9025d-77d8-42bc-894c-e7c1e53837cd): BOTORCH_MODULAR, failed: 2 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.086 │    1 │        0.086 │
│       2 │   0.044 │    1 │        0.044 │
│       3 │   0.044 │    1 │        0.044 │
│       4 │   0.046 │    1 │        0.046 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.055 │      │              │
│  Median │   0.045 │      │              │
│   Total │   0.219 │      │              │
│     Max │   0.086 │      │              │
│     Min │   0.044 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.017 │    1 │        0.017 │
│         2 │   0.313 │    1 │        0.313 │
│         3 │   0.541 │    1 │        0.541 │
│         4 │   8.935 │    1 │        8.935 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   2.452 │      │              │
│    Median │   0.427 │      │              │
│     Total │   9.807 │      │              │
│       Max │   8.935 │      │              │
│       Min │   0.017 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
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
send_anonymized_usage_stats	True
ui_url	None
root_venv_dir	/home/runner
exclude	None
main_process_gb	8
max_nr_of_zero_results	10
abbreviate_job_names	False
orchestrator_file	.tests/example_orchestrator_config.yaml
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	4
worker_timeout	5
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	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

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

timestamp,ram_usage_mb,cpu_usage_percent
1786398266,899.05078125,29.2

! 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	4
RESULT	0.123	20678	10339.0615	10338.9385	2
name	No numerical statistics available

submitit INFO (2026-08-10 21:44:29,197) - Starting with JobEnvironment(job_id=67977, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 21:44:29,198) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/test_orchestrator/0/single_runs/67977/67977_submitted.pkl
Trial-Index: 0

Parameters: {"name": "timeout_failure"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/orchestrator_tests.bin/timeout_failure
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/orchestrator_tests.bin/timeout_failure
UID: 1001
GID: 1001
Status-Change-Time: 1786397597.071329
Size: 116 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786398270.4806197
Last modification: 1786397597.071329
Hostname: runnervmvrwv9
========
DEBUG INFOS END

./.tests/orchestrator_tests.bin/timeout_failure
stdout:
 RESULT: 20678

stderr was empty
Result: {'RESULT': 20678.0}
Final-results: {'RESULT': 20678.0}
EXIT_CODE: 0
submitit INFO (2026-08-10 21:44:36,494) - Job completed successfully
submitit INFO (2026-08-10 21:44:36,494) - Exiting after successful completion