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 16:59:03 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 2 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: 00c589d21071bc19592079a6d1f6adb9ace2445e (9430-47-g00c589d21)

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
0,1786381098,2,00e71454-8a06-4b06-ac07-c417f50ea0e9,1786381100,1786381106,6,./.tests/orchestrator_tests.bin/timeout_failure,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,16933,timeout_failure
1,1786381108,1,00e71454-8a06-4b06-ac07-c417f50ea0e9,1786381109,1786381115,6,./.tests/orchestrator_tests.bin/storage_error,0,,runnervmvrwv9,1_0,FAILED,BOTORCH_MODULAR,,storage_error
2,1786381116,2,00e71454-8a06-4b06-ac07-c417f50ea0e9,1786381118,1786381124,6,./.tests/orchestrator_tests.bin/simple_ok,0,,runnervmvrwv9,2_0,COMPLETED,BOTORCH_MODULAR,0.1229999999999999982236431606,simple_ok
3,1786381134,2,00e71454-8a06-4b06-ac07-c417f50ea0e9,1786381136,1786381142,6,./.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 16:58:18 (00e71454-8a06-4b06-ac07-c417f50ea0e9): SOBOL, Started OmniOpt2 run...
2026-08-10 16:58:18 (00e71454-8a06-4b06-ac07-c417f50ea0e9): SOBOL, getting new HP set (no sbatch)
2026-08-10 16:58:18 (00e71454-8a06-4b06-ac07-c417f50ea0e9): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 16:58:18 (00e71454-8a06-4b06-ac07-c417f50ea0e9): SOBOL, eval #1/1 start                    
2026-08-10 16:58:18 (00e71454-8a06-4b06-ac07-c417f50ea0e9): SOBOL, starting new job                   
2026-08-10 16:58:18 (00e71454-8a06-4b06-ac07-c417f50ea0e9): SOBOL, started new job                    
2026-08-10 16:58:26 (00e71454-8a06-4b06-ac07-c417f50ea0e9): SOBOL, new result: RESULT: 16933.000000   
2026-08-10 16:58:27 (00e71454-8a06-4b06-ac07-c417f50ea0e9): SOBOL, best RESULT: 16933, finishing jobs, finished 1 job
2026-08-10 16:58:28 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, best RESULT: 16933, getting new HP set (no sbatch)
2026-08-10 16:58:28 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, best RESULT: 16933, requested 1 jobs, got 1, 0.29 s/job
2026-08-10 16:58:28 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, best RESULT: 16933, eval #1/1 start                    
2026-08-10 16:58:28 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, best RESULT: 16933, starting new job                   
2026-08-10 16:58:28 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, best RESULT: 16933, started new job                    
2026-08-10 16:58:36 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, best RESULT: 16933, job_failed                         
2026-08-10 16:58:36 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 16933, finishing jobs, finished 1 job
2026-08-10 16:58:36 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 16933, getting new HP set (no sbatch)
2026-08-10 16:58:36 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 16933, requested 1 jobs, got 1, 0.51 s/job
2026-08-10 16:58:36 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 16933, eval #1/1 start                    
2026-08-10 16:58:36 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 16933, starting new job                   
2026-08-10 16:58:36 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 16933, started new job                    
2026-08-10 16:58:44 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 16933, new result: RESULT: 0.123000       
2026-08-10 16:58:46 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, finishing jobs, finished 1 job 
2026-08-10 16:58:49 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, getting new HP set (no sbatch) 
2026-08-10 16:58:54 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, requested 1 jobs, got 1, 8.44 s/job
2026-08-10 16:58:54 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, eval #1/1 start                    
2026-08-10 16:58:54 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, starting new job                   
2026-08-10 16:58:54 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, started new job                    
2026-08-10 16:59:02 (00e71454-8a06-4b06-ac07-c417f50ea0e9): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, job_failed                         
2026-08-10 16:59:03 (00e71454-8a06-4b06-ac07-c417f50ea0e9): 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 │   0.065 │    1 │        0.065 │
│       2 │   0.036 │    1 │        0.036 │
│       3 │   0.037 │    1 │        0.037 │
│       4 │   0.038 │    1 │        0.038 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.044 │      │              │
│  Median │   0.037 │      │              │
│   Total │   0.176 │      │              │
│     Max │   0.065 │      │              │
│     Min │   0.036 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.017 │    1 │        0.017 │
│         2 │   0.286 │    1 │        0.286 │
│         3 │   0.512 │    1 │        0.512 │
│         4 │   8.445 │    1 │        8.445 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   2.315 │      │              │
│    Median │   0.399 │      │              │
│     Total │   9.260 │      │              │
│       Max │   8.445 │      │              │
│       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
1786381096,899.28125,30

! 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	16933	8466.5615	8466.4385	2
name	No numerical statistics available

submitit INFO (2026-08-10 16:58:19,100) - Starting with JobEnvironment(job_id=67817, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 16:58:19,100) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/test_orchestrator/0/single_runs/67817/67817_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: 1786380409.3765807
Size: 116 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786381100.2787616
Last modification: 1786380409.3765807
Hostname: runnervmvrwv9
========
DEBUG INFOS END

./.tests/orchestrator_tests.bin/timeout_failure
stdout:
 RESULT: 16933

stderr was empty
Result: {'RESULT': 16933.0}
Final-results: {'RESULT': 16933.0}
EXIT_CODE: 0
submitit INFO (2026-08-10 16:58:26,186) - Job completed successfully
submitit INFO (2026-08-10 16:58:26,187) - Exiting after successful completion