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 21:54:04 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 2 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: b44d0eac173623d6d6f975c27e762fa2d71f5f32 (9475-13-gb44d0eac1)

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
0,1786398792,2,f7b91103-c9d0-4a33-9c20-2012b002ecb7,1786398794,1786398800,6,./.tests/orchestrator_tests.bin/timeout_failure,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,14499,timeout_failure
1,1786398802,2,f7b91103-c9d0-4a33-9c20-2012b002ecb7,1786398804,1786398810,6,./.tests/orchestrator_tests.bin/storage_error,0,,runnervmvrwv9,1_0,FAILED,BOTORCH_MODULAR,,storage_error
2,1786398812,2,f7b91103-c9d0-4a33-9c20-2012b002ecb7,1786398814,1786398820,6,./.tests/orchestrator_tests.bin/simple_ok,0,,runnervmvrwv9,2_0,COMPLETED,BOTORCH_MODULAR,0.1229999999999999982236431606,simple_ok
3,1786398835,2,f7b91103-c9d0-4a33-9c20-2012b002ecb7,1786398837,1786398843,6,./.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 21:53:12 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): SOBOL, Started OmniOpt2 run...
2026-08-10 21:53:12 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): SOBOL, getting new HP set (no sbatch)
2026-08-10 21:53:12 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 21:53:12 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): SOBOL, eval #1/1 start                    
2026-08-10 21:53:12 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): SOBOL, starting new job                   
2026-08-10 21:53:12 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): SOBOL, started new job                    
2026-08-10 21:53:21 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): SOBOL, new result: RESULT: 14499.000000   
2026-08-10 21:53:22 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): SOBOL, best RESULT: 14499, finishing jobs, finished 1 job
2026-08-10 21:53:22 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, best RESULT: 14499, getting new HP set (no sbatch)
2026-08-10 21:53:22 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, best RESULT: 14499, requested 1 jobs, got 1, 0.40 s/job
2026-08-10 21:53:22 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, best RESULT: 14499, eval #1/1 start                    
2026-08-10 21:53:22 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, best RESULT: 14499, starting new job                   
2026-08-10 21:53:23 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, best RESULT: 14499, started new job                    
2026-08-10 21:53:32 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, best RESULT: 14499, job_failed                         
2026-08-10 21:53:32 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 14499, finishing jobs, finished 1 job
2026-08-10 21:53:32 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 14499, getting new HP set (no sbatch)
2026-08-10 21:53:32 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 14499, requested 1 jobs, got 1, 0.69 s/job
2026-08-10 21:53:32 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 14499, eval #1/1 start                    
2026-08-10 21:53:32 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 14499, starting new job                   
2026-08-10 21:53:32 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 14499, started new job                    
2026-08-10 21:53:41 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 14499, new result: RESULT: 0.123000       
2026-08-10 21:53:43 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, finishing jobs, finished 1 job 
2026-08-10 21:53:47 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, getting new HP set (no sbatch) 
2026-08-10 21:53:55 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, requested 1 jobs, got 1, 11.54 s/job
2026-08-10 21:53:55 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, eval #1/1 start                     
2026-08-10 21:53:55 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, starting new job                    
2026-08-10 21:53:55 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, started new job                     
2026-08-10 21:54:04 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): BOTORCH_MODULAR, failed: 1 ('RESULT: <FLOAT>' not found), best RESULT: 0.123, ▁█, job_failed                          
2026-08-10 21:54:04 (f7b91103-c9d0-4a33-9c20-2012b002ecb7): 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 │   0.108 │    1 │        0.108 │
│       2 │   0.066 │    1 │        0.066 │
│       3 │   0.055 │    1 │        0.055 │
│       4 │   0.058 │    1 │        0.058 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.072 │      │              │
│  Median │   0.062 │      │              │
│   Total │   0.288 │      │              │
│     Max │   0.108 │      │              │
│     Min │   0.055 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.021 │    1 │        0.021 │
│         2 │   0.399 │    1 │        0.399 │
│         3 │   0.693 │    1 │        0.693 │
│         4 │  11.545 │    1 │       11.545 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   3.165 │      │              │
│    Median │   0.546 │      │              │
│     Total │  12.658 │      │              │
│       Max │  11.545 │      │              │
│       Min │   0.021 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1786398790,898.98046875,28.5

! 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	14499	7249.5615	7249.4385	2
name	No numerical statistics available

submitit INFO (2026-08-10 21:53:12,550) - Starting with JobEnvironment(job_id=68000, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 21:53:12,550) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/test_orchestrator/0/single_runs/68000/68000_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: 1786398042.09574
Size: 116 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786398794.1335833
Last modification: 1786398042.09574
Hostname: runnervmvrwv9
========
DEBUG INFOS END

./.tests/orchestrator_tests.bin/timeout_failure
stdout:
 RESULT: 14499

stderr was empty
Result: {'RESULT': 14499.0}
Final-results: {'RESULT': 14499.0}
EXIT_CODE: 0
submitit INFO (2026-08-10 21:53:20,150) - Job completed successfully
submitit INFO (2026-08-10 21:53:20,150) - Exiting after successful completion